A Review on the Progress of Optoelectronic Devices Based on TiO2 Thin Films and Nanomaterials

Titanium dioxide (TiO2) is a kind of wide-bandgap semiconductor. Nano-TiO2 devices exhibit size-dependent and novel photoelectric performance due to their quantum limiting effect, high absorption coefficient, high surface-volume ratio, adjustable band gap, etc. Due to their excellent electronic performance, abundant presence, and high cost performance, they are widely used in various application fields such as memory, sensors, and photodiodes. This article provides an overview of the most recent developments in the application of nanostructured TiO2-based optoelectronic devices. Various complex devices are considered, such as sensors, photodetectors, light-emitting diodes (LEDs), storage applications, and field-effect transistors (FETs). This review of recent discoveries in TiO2-based optoelectronic devices, along with summary reviews and predictions, has important implications for the development of transitional metal oxides in optoelectronic applications for researchers.


Introduction
TiO 2 nanomaterials are widely used in memory resistors, photocatalysis, sensing, and other fields because of their excellent electronic properties, simple preparation process, and high-cost performance. The three main TiO 2 crystal forms are rutile, anatase, and titania. All three crystal structures consist of TiO 6 octahedra but are connected in different ways. Of these ores, rutile and anatase have better stability and are more widely used. Between them, the anatase phase is the main phase with better catalytic performance, and the anatase phase TiO 2 films show a smaller effective mass of electrons. Due to its thermal stability, wide band gap, and environmentally friendly properties, it is a promising material choice for energy conversion applications. Various forms of TiO 2 nanostructures (e.g., transient nanorods (NRs), nanosheets, three dimensional (3D) nanostructures, and thin films (TFs)) have been used in various applications such as detectors, memories, high-efficiency hydrolysis, diodes, transistors, etc. Currently, nano-TiO 2 is being deposited on a wide variety of base materials for the fabrication of optical and electronic products, for example, MoS 2 , NiO, diamonds, Al 2 O 3 , etc. Over the last few years, several reviews have been published on ultraviolet (UV) detectors and sensors. So far, there has been no thorough coverage of TiO 2 -based optoelectronic device applications. In this review, we explore the application of titanium dioxide nanoparticles in various fields, including sensors, field-effect transistors, memories,

UV Photodetectors Based on Nanoparticle Structures
Li et al. synthesized TiO 2 : graphitic diyne (GDY) nanocomposites by coating anatase phase TiO 2 nanocrystals on GDY particles [5]. The speed was significantly improved compared with the MgZnO photodetectors (PD). GDY, a two-dimensional structure consisting of a benzene ring and a carbon-carbon triple bond, is a recent carbon isotope compound. Its combination with TiO 2 suggested its potential application in various optoelectronic fields. Tunable integration of GDY nanoparticles (NPs) with various nanomaterials will create military and civil prospects. Zheng et al. proposed an ultrathin magnesium oxide layer as a hole barrier layer (HBL) between the titanium dioxide NP layer and the FTO conductive substrate, with the help of a magnesium oxide nanofilm, and the UV-PD based on TiO 2 NPs had a high response rate and sensitivities [6]. After 36 h of hydrolysis at 0.2 M TiCl 4 , the MgO/TiO 2 NPs UV PDs had a maximum sensitivity of 29.97 AW, and a high response time (rise time 0.02 s, decay time 0.06 s) and sensitivity of 10 4 . In addition, ultraviolet photodetectors have remarkable UV spectrum selection and excellent stability in the 365 nm range.

UV Photodetectors Based on One-Dimensional Nanomaterials
Elsayed et al. developed a new porous aluminum oxide template (PAOT)/TiO 2 /TiN/Au photodetector of good reliability, low cost, and excellent performance by coating gold nanoparticles to the interface of the TiO 2 /TiN nanotube photodetector [7]. The response rate (R), detection rate (D), and external quantum efficiency (EQE) of the PAOT/TiO 2 /TiN photodetector at 390 nm were 453 mAW −1 , 8.0 × 10 Jones, and 9.64%. The data indicated that the constructed PD has a very high level of photo response, which makes it promising as a broadband photodetector. Gao et al. constructed Ag/TiO 2 -Schottky diode thermoelectric photodetectors using thin, porous TiO 2 with 9.8 × 10 10 cmHz 1/2 /W high detection rate and 112 µs and 24 µs [8], the high sensitivity of rise and fall times. With microsecond response and high detection performance, porous Ag/TiO 2 thermoelectric photodetectors have promising applications in various imaging, optical communication, and optical switching fields. Yang et al. prepared a novel all-solid heterostructure UV detector based on TiO 2 nanoarrays and SiO 2 dielectric layers [9] (Figure 1a). The addition of SiO 2 had a significant influence on the response rate of the device. The response rate of the prepared TiO 2 /SiO 2 hybrid devices to PD4 under UV irradiation was 1.15 A/W and 7.74 × 10 13 Jones. Figure 1b,c shows the I-V curves of the TiO 2 /SiO 2 hybrid devices. Through the analysis of the band map of detectors based on TiO 2 nanoarrays (NAs) and TiO 2 /SiO 2 hybridization, it can be verified that when the discontinuous SiO 2 layer is inserted, a stable loss layer will be formed on the surface of TiO 2 NAs, which reduces the defects on the surface of TiO 2 . Therefore, it is verified that the hybrid PD current described in the literature changes slightly. When a specific UV light is irradiated on the hybrid device, the photogenerated electrons and holes flow to the FTO electrode and the Ag electrode respectively. However, due to the existence of the loss layer, the electrons will be partially lost, so the loss rate of carriers increases. Compared with PD based on pure TiO 2 NAs, the attenuation time is greatly shortened. (As shown in Figure 1d,e) and decreasing the responsiveness of the device. This device provides a solid foundation for the development of all-solid-state photodetectors.
(NAs) and TiO2/SiO2 hybridization, it can be verified that wh layer is inserted, a stable loss layer will be formed on the surf duces the defects on the surface of TiO2. Therefore, it is verified described in the literature changes slightly. When a specific U hybrid device, the photogenerated electrons and holes flow to Ag electrode respectively. However, due to the existence of t will be partially lost, so the loss rate of carriers increases. Co pure TiO2 NAs, the attenuation time is greatly shortened. (As decreasing the responsiveness of the device. This device prov the development of all-solid-state photodetectors. The p-n-p monolayer graphene photodetector with tita tubes was proposed by Huang et al. [10]. Compared with a sin phene integrated with titanium dioxide nanotubes increased t action and generated photocurrent without a bias voltage. The tally friendly and sustainable and are expected to be a prom low-energy photovoltaic devices. Zhang et al. prepared TiO2 average diameter of gold-doped nanoparticles using a simple The introduction of gold nanoparticles had a minimal effect pure TiO2, providing the sensor with unique physicochemica In addition, the introduction of gold nanoparticles reduced th good sensing performance in the doped detector. The Au-TiO has the advantages of simple fabrication technology, low nois performance, which suggests the development of a UV image the process for preparing and assembling a self-powered UV The p-n-p monolayer graphene photodetector with titanium dioxide-doped nanotubes was proposed by Huang et al. [10]. Compared with a single layer of graphene, graphene integrated with titanium dioxide nanotubes increased the intensity of the photoreaction and generated photocurrent without a bias voltage. These devices are environmentally friendly and sustainable and are expected to be a promising choice of material for lowenergy photovoltaic devices. Zhang et al. prepared TiO 2 nanowires with a 100 nm average diameter of gold-doped nanoparticles using a simple solvothermal method [11]. The introduction of gold nanoparticles had a minimal effect on the energy band gap of pure TiO 2 , providing the sensor with unique physicochemical and electronic properties. In addition, the introduction of gold nanoparticles reduced the dark current, resulting in good sensing performance in the doped detector. The Au-TiO 2 nanowires (NW) detector has the advantages of simple fabrication technology, low noise, and good comprehensive performance, which suggests the development of a UV image array [4]. Figure 2a shows the process for preparing and assembling a self-powered UV detector. Compared with TiO 2 NRs/polyterthiophene (PTTh), the photocurrent of TiO 2 NRs/Au/PTTh increased by a factor of 10, and the corresponding values of R and D increased from 77.39 µA/W and 2.155 × 10 9 Jones to 1.894 mA/W and 1.666 × 10 10 Jones (Figure 2b,c), respectively. This study offered a way to improve the operation of self-powered UV detectors, both technically and theoretically. The addition of gold nanoparticles changed the device's energy level, leading to charged carriers. The band diagram of the TiO 2 NRs/Au/PTTh heterojunction was analyzed, and the results suggested that Au NPs could enhance the performance of the Figure 2. (a) Diagram of the preparation and assembly of a self-powered UV detect (d,e). Self-powered mode of TiO2 NRs/PTTh and TiO2 NRs/Au/PTTh heterojunctio diagrams. Reproduced with permission from Ref. [11]; published by Elsevier BV, 20

UV Photodetectors Based on Two-Dimensional Nanomaterials
Marilou et al. used pure titanium as a target material for VUV radiatio tors [12]. They prepared TiO2 films by reactive DC magnetron sputtering on soda lime glass (SLG) microscope slide substrates. TiO2 is a VUV photodete be post-processed by gamma irradiation to improve its light conductivity. T a wide forbidden bandwidth and good radiation resistance, opening up a applications for UV radiation detection. Gu et al. prepared TiO2 thin films b magnetron sputtering and investigated the effect of target base sputtering d properties of TiO2 thin films [1]. When the distance between target and subst 80 mm, the TiO2 UV detector had a high responsiveness of 2.02 × 10 4 A/W. speed was fast, the rising time (tr) was 0.98 s, and the falling time (tf) w method will guide the development of TiO2 UV detectors with high reaction et al. successfully prepared TiO2 nanotubes by liquid-phase deposition usin rod arrays as a template [2]. Then, they deposited Ag nanoparticles on the s nanotubes and prepared UV detectors. The operation of the UV detector is ure 3e. After modification with Ag nanoparticles, the photocurrent densi µA/cm 2 while the switching rate was 2251. At the same time, the response nificantly shortened, with the rise and fall times reduced from 0.081 s and 0 and 0.025 s, respectively (Figure 3a-d). The UV-detector mechanism demo the Schottky barrier between Ag/TiO2 nanotubes can effectively promote the photogenerated carriers and inhibit the photoelectron-hole complexation, th the photogenerated carrier lifetime [2]. (d,e). Self-powered mode of TiO 2 NRs/PTTh and TiO 2 NRs/Au/PTTh heterojunction energy band diagrams. Reproduced with permission from Ref. [11]; published by Elsevier BV, 2022.

UV Photodetectors Based on Two-Dimensional Nanomaterials
Marilou et al. used pure titanium as a target material for VUV radiation photodetectors [12]. They prepared TiO 2 films by reactive DC magnetron sputtering on the surface of soda lime glass (SLG) microscope slide substrates. TiO 2 is a VUV photodetector, that can be post-processed by gamma irradiation to improve its light conductivity. TiO 2 films have a wide forbidden bandwidth and good radiation resistance, opening up a wide range of applications for UV radiation detection. Gu et al. prepared TiO 2 thin films by DC reactive magnetron sputtering and investigated the effect of target base sputtering distance on the properties of TiO 2 thin films [1]. When the distance between target and substrate (D TS ) was 80 mm, the TiO 2 UV detector had a high responsiveness of 2.02 × 10 4 A/W. The response speed was fast, the rising time (tr) was 0.98 s, and the falling time (tf) was 3.14 s. The method will guide the development of TiO 2 UV detectors with high reaction speeds. Fang et al. successfully prepared TiO 2 nanotubes by liquid-phase deposition using ZnO nanorod arrays as a template [2]. Then, they deposited Ag nanoparticles on the surface of TiO 2 nanotubes and prepared UV detectors. The operation of the UV detector is shown in Figure 3e. After modification with Ag nanoparticles, the photocurrent density reached 91 µA/cm 2 while the switching rate was 2251. At the same time, the response time was significantly shortened, with the rise and fall times reduced from 0.081 s and 0.05 s to 0.035 s and 0.025 s, respectively (Figure 3a-d). The UV-detector mechanism demonstrated that the Schottky barrier between Ag/TiO 2 nanotubes can effectively promote the separation of photogenerated carriers and inhibit the photoelectron-hole complexation, thus improving the photogenerated carrier lifetime [2].
Zhang et al. fabricated NaTaO 3 /TiO 2 heterojunctions by spin-coating NaTaO 3 on TiO 2 films and prepared UV detectors by depositing silver electrodes on the surface of the composite films [13]. The single TiO 2 film detector had no photo response to UV light. The pure NaTaO 3 sensor had a resistance-to-current ratio of only 3, significantly lower than the NaTaO 3 /TiO 2 detector. Ezhilmaran et al. prepared and studied the all-oxide, highly transparent TiO 2 /MoO 3 bilayer film for the first time on the platform of nanoanatase [14]. The film was composed using a simple solution method, and its application in ultraviolet detection was demonstrated. The bilayer-structured device exhibited good photo response and detection performance under very low-intensity UV illumination at Zhang et al. fabricated NaTaO3/TiO2 heterojunctions by spin-coating NaTaO3 on TiO2 films and prepared UV detectors by depositing silver electrodes on the surface of the composite films [13]. The single TiO2 film detector had no photo response to UV light. The pure NaTaO3 sensor had a resistance-to-current ratio of only 3, significantly lower than the NaTaO3/TiO2 detector. Ezhilmaran et al. prepared and studied the all-oxide, highly transparent TiO2/MoO3 bilayer film for the first time on the platform of nano-anatase [14]. The film was composed using a simple solution method, and its application in ultraviolet detection was demonstrated. The bilayer-structured device exhibited good photo response and detection performance under very low-intensity UV illumination at 352 nm. TiO2 nanoparticles were used as the platform. The surface was two layers of heterogeneous junctions of α-MoO3, which have high transparency and the best light response characteristics under low bias voltage and weak illumination, so it is an ideal choice for spontaneous light detectors.

Light-Emitting Diodes (LEDs)
Due to its low cost, light weight, thinness, and wide viewing angle, LED has attracted a lot of attention. LED is a new electronic light source, with common energy usage, long life, small volume, fast on/off speed, etc. [15]. LEDs are not merely used as an indicator of low energy consumption, but also as an alternative to conventional indoor/outdoor light sources. It is considered the next primary light source substitute for the current lighting regime. The demand remains high for more energy-efficient LEDs to extend battery life and penetrate more markets [16]. Nanostructured TiO2 is chemically and thermally stable, less sensitive to moisture and oxygen, and has good optical properties. Compared to organic materials, TiO2 has a higher electron mobility, which results in efficient electron transport and increases the chance of charge complexation [17]. Therefore, TiO2, as a promising material for electron transfer, has a variety of applications, especially in luminescence. The optical and optoelectronic properties of poly [2-methoxy,5-(2-ethylhexoxy)-1,4-phenylenevinylene] (MEH-PPV) composite films were investigated by Asbahi et al. [18]. The research indicated that the luminous intensity of MEH-PPV was improved by

Light-Emitting Diodes (LEDs)
Due to its low cost, light weight, thinness, and wide viewing angle, LED has attracted a lot of attention. LED is a new electronic light source, with common energy usage, long life, small volume, fast on/off speed, etc. [15]. LEDs are not merely used as an indicator of low energy consumption, but also as an alternative to conventional indoor/outdoor light sources. It is considered the next primary light source substitute for the current lighting regime. The demand remains high for more energy-efficient LEDs to extend battery life and penetrate more markets [16]. Nanostructured TiO 2 is chemically and thermally stable, less sensitive to moisture and oxygen, and has good optical properties. Compared to organic materials, TiO 2 has a higher electron mobility, which results in efficient electron transport and increases the chance of charge complexation [17]. Therefore, TiO 2 , as a promising material for electron transfer, has a variety of applications, especially in luminescence. The optical and optoelectronic properties of poly [2-methoxy,5-(2-ethylhexoxy)-1,4-phenylenevinylene] (MEH-PPV) composite films were investigated by Asbahi et al. [18]. The research indicated that the luminous intensity of MEH-PPV was improved by the improvement in charge transfer efficiency. The results proved that the luminescence and attenuation lives of the MEH-PPV/SiO 2 /TiO 2 nanocomposites (STNCs) film were smaller than those of the original MEH-PPV film. The attenuation period was lower, which further proved that the MEH-PPV has high transmission efficiency and does not produce static explosions. Lee et al. studied two kinds of SiO 2 /TiO 2 distributed bragg reflectors (DBRs) with ITO ohmic contact in InGaN/GaN flip-chip LEDs (FC-LED) [19]. The structure of a DBR enhanced the reflectance by more than 95% at different incident angles. At 200 mA, the output power of DBR 2 was 135 mW, while the FC-LED with DBR 1 was 114 mW. The results demonstrated that the EQE values of the Lee's FC-LED and DBR 1 were consistent. Su et al. simulated the emission characteristics of perovskite light-emitting diode (PeLED), simulated its internal aluminum core radius, dielectric layer thickness, external silver shell thickness, dielectric layer material, and luminous layer spacing, and analyzed its brilliant characteristics [20]. The results demonstrated that when the shell thickness of silver increases, the |ω − − type Nanomaterials 2023, 13, 1141 6 of 22 will appear to have a red shift, and when the dielectric layer thickness increases, the |ω − + type will appear to have a slightly blue shift. The simulation results indicated that the use of AL-TiO 2 -Ag bimetallic particles can improve the luminescence characteristics of LEDs. Bimetallic nanoparticles have great potential in the photoelectric field. Song et al. used silane (C 3 -C 16 ) with different carbon chain lengths to control the surface properties of TiO 2 and evaluated its optical properties by changing the dispersion degree of TiO 2 particles [21]. The dispersion of TiO 2 modified by silane was 1.6-2.5 times that of original TiO 2 . With the increased carbon chain length (C 3 -C 6 ) of silane, the dispersibility of TiO 2 also increased. On the premise of not reducing the radiation flux, adding TiO 2 into the filler can obtain a higher luminous flux and a lower correlation color temperature (CCT) value. In addition, the higher the dispersion of TiO 2 , the better its optical properties and color uniformity. Carbon nanotubes (CNTs) /TiO 2 /SiO 2 /p-Si metal oxide semiconductor (MOS) structures for LEDs were synthesized by Ashery et al. [22]. This study allowed one to control and adjust the value of capacitance and its signal polarity to positive or negative values, enabling tunneling behavior and I-V measurements of negative resistance. The capacitance varied with temperature, voltage, and frequency, with a maximum weight of 2.12 × 10 −9~2 .4 × 10 −7 F, and in the low-frequency range of 10 3 -10 Hz with a maximum weight of 4 × 10 5~5 × 10 −3 F. Kim et al. reported a new study of the Al-doped TiO 2 interface layer for improving charge balance and quantum-dot light-emitting diodes (QLED) luminous efficiency [23]. The photoluminescence in the Al-doped TiO 2 (ATO) film was analyzed, and the oxygen vacancies and defects in the ATO film were determined. The optimized ATO layer of QLED improved device performance with a luminous efficiency of up to 119,516 cd m −2 . In conventional devices (QLED with pure TiO 2 and QLED with the ATO layer), it is 3.3, 7.6, and 12.0 h, respectively. The characteristic curves of the transistor and ATO interface layers were analyzed by UPS and PL deconvolution spectra. The results indicated that the holes injected by the ITO anode easily crossed the intermediate band gap of the ATO layer. The results demonstrated that QLED with ATO has a good charge balance because of the large number of hole injections, which can prolong the service life of the device. In this paper, it was found that inserting the ATO interface layer between the QLED indium tin oxide (ITO) anode and V 2 O 5 hole injection layer (HIL) can realize efficient hole injection. Kim et al. reported an efficient QLED that uses lithium-doped TiO 2 NP instead of an electron transport layer (ETL) [24]. Electronic structure analysis of original and lithium-doped TiO 2 NP showed an increase in the conduction band minimum (CBM) energy level because of lithium doping, which increased the barrier to the energy injection of electrons into the ETL from the electrode. When the ETL was TiO 2 NP doped with 5% Li, the green QLED had a maximum brightness of 169,790 cd m −2 and an EQE of 10.27%, which was the highest electroluminescence (EL) value for a non-ZnO inorganic ETL QLED. Compared with green quantum dots (QDs), the CBM level of TiO 2 enabled electrons to smoothly pass through the emitting layer (EML) of ITO. In contrast, its maximum depth valence band maximum (VBM) energy level (−7.95 eV) effectively prevented the holes in the interface between the EML and ETL. These results suggested that Li-doped TiO 2 NP has a good prospect in QLED as a solution for inorganic ETL.

Sensing Applications
Various materials based on metal nanoparticles [25] have been used to construct various sensors [26] and represent a promising way to improve sensor selectivity and sensitivity. Among the different nanoparticles, metal oxides can promote redox reactions with the measured substances and change their electrical conductivity, thus becoming a hot research topic in recent years. In addition, because of the interaction between the device and the target molecule, electron transfer can be increased, improving the sensor's performance [27]. TiO 2 is widely used in sensing applications because of its excellent chemical properties, large specific surface area, catalytic efficiency, electrical conductivity, high physical strength, and other properties.

Biosensor
Ognjanović et al. proposed a new technology that immobilized the enzyme on the electrode to improve its structure, establishing the impedance type glucose biosensor [26]. Nanoparticles with carboxyl graphene were prepared by silanizing titanium dioxide nanoparticles with (3-aminopropyl) triethoxysilane (APTES). The combination effectively improved the electrode surface and provided a good foundation for the establishment of a point-of-care device [27]. TiO 2 nanoparticles with Zn-doped levels of 2.5, 5, and 10 mol% were prepared and characterized by Meesombad et al. [28]. using the solution combustion method to explore their promising applications in sensors. A lower peak current degradation was found during more than 200 tests. Thus, 2.5 mol% Zn-doped TiO 2 nanoparticles have the potential for use in the detection of glutamate. A biosensor based on Cu 2 O-TiO 2 hybrid nanostructures was investigated by Khaliq et al. [29]. The sensitivity of TiO 2 nanotubes modified by Cu 2 O nanoparticles (6034.04 µA mM −1 cm −2 ) was five times higher than that of unmodified TiO 2 nanotubes. This paper demonstrated that Cu 2 O NP-modified TiO 2 nanotubes have good stability, reproducibility, and selectivity. To improve the Raman intensity of methylene blue (MB) and establish a sensitive uracil DNA glycolase surface enhanced Raman scattering (UDGSERS) biosensor, Huang et al. used the catalytic hairpin assembly (CHA) method to synthesize Ag/TiO 2 nanocomposites for charge transfer (CT) and surface plasmon resonance (SPR) effects [30]. Using Pb 2+ to convert trace UDG into large amounts of trigger DNA can further improve the sensitivity of SERS detection. Therefore, this experimental design will guide the preparation of SERS composite substrates for biomolecular detection and clinical analysis. Xu et al. reported a biosensor for detecting TiO 2 -CTF-enhanced gold nano-islands (TiO 2 -CTFe-AuNIs) from exosomes of glioma cells (GMs) [31]. The combination of TiO 2 cylindrical films and gold nano-islands significantly improved their plasmonic sensing capability in the visible region. The limit of detection (LOD) of GM derivatives was 4.24 × 10 −3 µg mL −1 . Compared with the SAM-Aunis localized surface plasmon resonance (LSPR) biosensor, the sensor had a 2.5-fold higher sensitivity. The existing TiO 2 -CTFe-Aunis plasma biosensor can sensitively detect big3 in the exosomes derived from GMs to monitor the effect of maternal GMs on anti-tumor drugs. This has a significant impact on the recovery from glioma after treatment. Jeong et al. proposed a non-enzymatic glucose sensor in which conducting polymer films were prepared by synthesizing high-purity titanium dioxide nanoparticles from isothermal ionization, directly depositing them on the substrate, and then by electrochemical deposition of chitosan-polypyrrole (CS-PPY) [32]. The sensitivity of the CS-PPY/TiO 2 biosensor was 302.0 µA mM −1 cm −2 (R 2 = 0.9957) with a detection limit of 6.7 µM. Experimental data proved that the device provided a strong basis for the future development of glucose detectors. Yoo et al. fabricated DNA biosensors using highly purified titanium dioxide nanoparticles deposited on interdigitated electrodes (IDE) by hot plasma [27]. The detection of the microflow on the surface of the biosensor using a picometer enabled qualitative identification of DNA with high sensitivity, specificity, and characterization. The advantage of this biosensor is that it is simpler and less noisy than traditional electrochemical methods and does not require chemical components other than DI water. This research will likely be used to develop a diagnostic capability for high-risk infectious diseases such as foot-and-mouth disease in African pigs without complex field pre-treatment and cloning processes. Photoelectrochemical (PEC) photodetectors have multiple functions, such as light capture, charge carriers, and surface chemical reactions. Therefore, it is essential to choose suitable photoactive materials for constructing efficient PEC biosensors. Xu et al. constructed a TiO 2 /polydopamine (PDA) core/shell nanorod array-based fast interfacial transfer photo pole as a stable and highly sensitive PEC glucose biosensor [33]. Compared with the pure TiO 2 -based PEC biosensor, this PEC biosensor had better optoelectronic performance and better glucose detection. The sensitivity of glucose detection was 57.72 mA mM −1 cm −2 , the linear range was 0.2-1 mM, the detection limit was 0.0285 mM (S/N = 3), the dynamic range was 1-6 mM, and the sensitivity was 8.75 mA mM −1 cm −2 . PDA is important for the rapid transfer of photogenerated carriers be-tween the interface between TiO 2 and the enzyme. Lu et al. prepared a biosensing platform by moving TiO 2 /Ti 3 C 2 T x (TiO 2 /TiCT) nanocomposite-covalent organic polymers (NUF) heterostructures onto carbon cloth electrodes (CCEs), where TiO 2 /TiCT and NUF-derived polar functional groups could enhance the interaction with the CCE surface [34]. This made the surface of the material and the CCE more solid. This new biosensor can prevent the adsorption of non-specific proteins on the electrode. Therefore, TiO 2 /TiCT/NUF can be used as a bioactive molecular sensor for medical diagnosis and food surveillance [34]. Yang et al. used PDA and aminofunctionalized graphene quantum dots (N-GQDs)/glucose oxidase (GO x ) to modify TiO 2 nanotubes (NTs) and established a highly sensitive photoelectric double receptor biosensor [35]. Based on the synergistic effect of organic and inorganic semiconductors, the double electron acceptor series heterojunction biosensor is a biosensor testing platform with broad application prospects. As a result of the complex changes in blood glucose concentration in diabetic patients, long-term monitoring is required. Therefore, the monitoring range of the sensor should be wide and stable. Wang et al. prepared a TiO 2 /SrTiO 3 /PDA/GO x -PEC biosensor by a simple hydrothermal method using GO x as a model and PDA as a binder [36] (Figure 4a). The sensor has a linear range of 0-32 mM and a sensitivity of 5.37 mA mM −1 cm −2 (Figure 4b). By studying the sensing mechanism of this biosensor, it was found that when glucose is acted on by GO x and oxygen, it will be decomposed into gluconic acid and H 2 O 2 , and the H 2 O 2 will be oxidized through the holes in the electrode, thus forming a photocurrent (Figure 4c). Using TiO 2 /SrTiO 3 /PDA/GO x as a new biosensor, the relative standard deviation in the range of 0-20 mm was only 1.22%; this will provide a reference for the future development of the blood glucose detection sensor system.
surface of the material and the CCE more solid. This new biosens sorption of non-specific proteins on the electrode. Therefore, TiO2/ as a bioactive molecular sensor for medical diagnosis and food su al. used PDA and aminofunctionalized graphene quantum dots ( dase (GOx) to modify TiO2 nanotubes (NTs) and established a high tric double receptor biosensor [35]. Based on the synergistic effect o semiconductors, the double electron acceptor series heterojunction sor testing platform with broad application prospects. As a result o in blood glucose concentration in diabetic patients, long-term m Therefore, the monitoring range of the sensor should be wide and pared a TiO2/SrTiO3/PDA/GOx-PEC biosensor by a simple hydro GOx as a model and PDA as a binder [36] (Figure 4a). The sensor h 32 mM and a sensitivity of 5.37 mA mM −1 cm −2 (Figure 4b). By stud anism of this biosensor, it was found that when glucose is acted on will be decomposed into gluconic acid and H2O2, and the H2O2 w the holes in the electrode, thus forming a photocurrent TiO2/SrTiO3/PDA/GOx as a new biosensor, the relative standard de 0-20 mm was only 1.22%; this will provide a reference for the futu blood glucose detection sensor system.

Gas Sensor
Noh et al. developed a NO 2 gas sensor operating at room temperature using photoactivation and charge separation of TiO 2 NRs and Pt NPs [37]. TiO 2 NRs were prepared by the well-known hydrothermal preparation method, which has many advantages over other preparation methods. The sensing performance of the TiO 2 NR sensor after 2 h annealing was much better than that of the TiO 2 NR sensor after 1 h or without annealing. It can be concluded that increasing crystallinity through heat treatment is an effective way to make photoactivated electrons reach the surface. The health management of carboncontaining combustion equipment can be achieved by monitoring the CO concentration in the exhaust gas. Chen et al. prepared porous TiO 2 /CeO 2 detection gas sensors with the hydrothermal flame annealing method with different TiO 2 coupling amounts using band gap engineering [38]. The combination of the hydrothermal method and high-temperature annealing simplifies the material coupling process. Cheng et al. developed a new NH 3 -type novel sensor based on TiO 2 /WO 3 ·H 2 O (TW)-type heterojunctions [39]. The invention proposed a heterojunction structure composed of titanium dioxide and WO 3 ·H 2 O, which provided a rich theoretical basis for developing this type of sensor. Li et al. prepared WO 3 -TiO 2 composites as hydrogen-sensing elements and applied the heterojunction effect generated by combining WO 3 and TiO 2 to hydrogen sensing at room temperature [40]. The sensor material designed in this experiment had good stability, repeatability, and selectivity. These experimental results indicated that the WO 3 -TiO 2 heterojunction with a 4.0 wt% mesoporous structure has excellent potential as a sensitive element. Cao et al. successfully synthesized three titanium dioxide samples with different crystalline phases using a simple hydrothermal method and prepared acetone sensors to study their gas-sensitive properties [41] (Figure 5a). When the three TiO 2 nanomaterials were evaluated as gas sensors, rutile TiO 2 nanorods exhibited the highest acetone sensing performance compared to anatase TiO 2 nanoparticles and rutile TiO 2 nanorods (Figure 5b). The rutile TiO 2 nanorods (Ra/Rg = 12.3) responded to 100 PPM acetone 3.0 times more than the rutile TiO 2 nanorods and 5.3 times more than the brookite TiO 2 nanorods. The rutile TiO 2 nanorod sensor showed high sensitivity (12.3), a short response time (3 s), good stabilization, and good selectivity for different volatile organic compounds (VOCs).
by the well-known hydrothermal preparation method, which has many advantages over other preparation methods. The sensing performance of the TiO2 NR sensor after 2 h annealing was much better than that of the TiO2 NR sensor after 1 h or without annealing. It can be concluded that increasing crystallinity through heat treatment is an effective way to make photoactivated electrons reach the surface. The health management of carboncontaining combustion equipment can be achieved by monitoring the CO concentration in the exhaust gas. Chen et al. prepared porous TiO2/CeO2 detection gas sensors with the hydrothermal flame annealing method with different TiO2 coupling amounts using band gap engineering [38]. The combination of the hydrothermal method and high-temperature annealing simplifies the material coupling process. Cheng et al. developed a new NH3type novel sensor based on TiO2/WO3·H2O (TW)-type heterojunctions [39]. The invention proposed a heterojunction structure composed of titanium dioxide and WO3·H2O, which provided a rich theoretical basis for developing this type of sensor. Li et al. prepared WO3-TiO2 composites as hydrogen-sensing elements and applied the heterojunction effect generated by combining WO3 and TiO2 to hydrogen sensing at room temperature [40]. The sensor material designed in this experiment had good stability, repeatability, and selectivity. These experimental results indicated that the WO3-TiO2 heterojunction with a 4.0 wt% mesoporous structure has excellent potential as a sensitive element. Cao et al. successfully synthesized three titanium dioxide samples with different crystalline phases using a simple hydrothermal method and prepared acetone sensors to study their gas-sensitive properties [41] (Figure 5a). When the three TiO2 nanomaterials were evaluated as gas sensors, rutile TiO2 nanorods exhibited the highest acetone sensing performance compared to anatase TiO2 nanoparticles and rutile TiO2 nanorods (Figure 5b). The rutile TiO2 nanorods (Ra/Rg = 12.3) responded to 100 PPM acetone 3.0 times more than the rutile TiO2 nanorods and 5.3 times more than the brookite TiO2 nanorods. The rutile TiO2 nanorod sensor showed high sensitivity (12.3), a short response time (3 s), good stabilization, and good selectivity for different volatile organic compounds (VOCs). Wang et al. prepared PD-doped CoTiO3/TiO2 (PD-CTT) nanocomposites by hydrothermal synthesis and calcination of a TiO2 precursor using the TiO2 precursor as raw material [42] (Figure 6a). The PD-CTT-based sensor showed good response performance for benzene gas by testing different gases at 10 ppm at room temperature; the excellent selectivity of the PD-CTT-1 composite sensor for benzene is shown in Figure 6b. When benzene reacts with O2, a large number of electrons will be produced, which will destroy the balance of the Fermi energy level. The electron transfer between CoTiO3 and TiO2 can facilitate the reaction of benzene molecules because of the presence of heterojunctions, Wang et al. prepared PD-doped CoTiO 3 /TiO 2 (PD-CTT) nanocomposites by hydrothermal synthesis and calcination of a TiO 2 precursor using the TiO 2 precursor as raw material [42] (Figure 6a). The PD-CTT-based sensor showed good response performance for benzene gas by testing different gases at 10 ppm at room temperature; the excellent selectivity of the PD-CTT-1 composite sensor for benzene is shown in Figure 6b. When benzene reacts with O 2 , a large number of electrons will be produced, which will destroy the balance of the Fermi energy level. The electron transfer between CoTiO 3 and TiO 2 can facilitate the reaction of benzene molecules because of the presence of heterojunctions, thus contributing to the sensor's sensitivity to benzene gas (Figure 6c). This study will open new avenues for developing highly accurate and reliable benzene gas sensors that show great potential for applications in benzene hazard protection. thus contributing to the sensor's sensitivity to benzene gas (Figure 6 open new avenues for developing highly accurate and reliable benzen show great potential for applications in benzene hazard protection.

Electrochemical Sensor
Electrochemical analysis has benefits such as low instrument co preparation, small size, fast reaction speed, high sensitivity, and good identification of phosphorylation sites and their quantification are e standing pathogenic mechanisms and predisposing factors. Chen et al. trochemical sensor capable of rapid and sensitive detection of phospho specific binding of titanium dioxide nanoparticles to phosphopeptide chemical sensor is a good application platform for detecting phospho settings. The preparation of enzyme-induced glucose sensors based on nium dioxide nanoparticles (MTNPs) was investigated by Amri et a transform infrared (FTIR) spectra showed corresponding characteristi the successful immobilization of GOx on the surface of MTNPs-2. The trode (GCE)/MTNPs-2/GOx electrode has a suitable direct electron tra way between the GOx and the modified electrode and can be used for The sensor has a sensitivity of 0.4098 µA mM −1 cm −2 , a linear range of relatively low detection limit of 73 µM. Kusior et al. successfully prepar ical detector with a TiO2-Fe2O3 coupling system as an electrochemica forcing materials [45]. They measured the electrocatalytic reaction of trode to hydrazine in 0.1 M NaOH. The increase in peak anode curre hydrazine concentration indicated that the oxidation process of hydra ble. The proposed TiO2-Fe2O3 coupling system provided a suitable m sensitive, and easy-to-use hydrazine sensor. To better detect the conten in food, Li et al. developed a new electrochemical sensor based on Ti graphene oxide nanohybrids (TiO2/ErGO) nanocomposites [46]. The d

Electrochemical Sensor
Electrochemical analysis has benefits such as low instrument cost, simple sample preparation, small size, fast reaction speed, high sensitivity, and good selectivity. Precise identification of phosphorylation sites and their quantification are essential to understanding pathogenic mechanisms and predisposing factors. Chen et al. developed an electrochemical sensor capable of rapid and sensitive detection of phosphopeptides using the specific binding of titanium dioxide nanoparticles to phosphopeptides [43]. The electrochemical sensor is a good application platform for detecting phosphopeptides in clinical settings. The preparation of enzyme-induced glucose sensors based on mesoporous titanium dioxide nanoparticles (MTNPs) was investigated by Amri et al. [44]. The fourier transform infrared (FTIR) spectra showed corresponding characteristic peaks, indicating the successful immobilization of GO x on the surface of MTNPs-2. The glass carbon electrode (GCE)/MTNPs-2/GO x electrode has a suitable direct electron transfer (DET) pathway between the GO x and the modified electrode and can be used for glucose detection. The sensor has a sensitivity of 0.4098 µA mM −1 cm −2 , a linear range of 0.1 to 1 mM, and a relatively low detection limit of 73 µM. Kusior et al. successfully prepared an electrochemical detector with a TiO 2 -Fe 2 O 3 coupling system as an electrochemical detector for reinforcing materials [45]. They measured the electrocatalytic reaction of the prepared electrode to hydrazine in 0.1 M NaOH. The increase in peak anode current with increasing hydrazine concentration indicated that the oxidation process of hydrazine was irreversible. The proposed TiO 2 -Fe 2 O 3 coupling system provided a suitable material for a stable, sensitive, and easy-to-use hydrazine sensor. To better detect the content of temptation red in food, Li et al. developed a new electrochemical sensor based on TiO 2 /electro-reduced graphene oxide nanohybrids (TiO 2 /ErGO) nanocomposites [46]. The detection limit was estimated to be 0.05 m when the signal-to-noise ratio was 3. The TiO 2 /ErGO/GCE nanocomposite has become a popular candidate material for food colorant detection because of its high sensitivity, anti-interference performance, repeatability, reproducibility, and stability. The photoelectrochemical detection platform based on nucleic acid aptamer-modified sandwiched ZnCuInSe/Au/TiO 2 nanowires was developed by Geng et al. [47]. Due to the high photocurrent density, the sensor has a high sensitivity with a detection limit of 0.2 nM.

Transistors
High-performance thin-film transistors (TFTs) have become a significant component of electronic devices. High dielectric materials facilitate the realization of low-voltage and high-performance thin-film transistors because of their large area capacitance and sendertype electron traps [48]. Compared to silicon-based thin-film transistors, titanium oxide has high transparency [49] in the visible range, high chemical stability [50], non-toxicity [51], and earth abundance [52]. It can be used as an alternative channel material for metal oxide thin-film transistor applications. TiO 2 is expected to become a vital channel material for TFTs because of its excellent chemical and mechanical stability, non-toxicity, and abundance of resources.

Junction-Type Field-Effect Transistors
Electrochemical synaptic transistor (SynT)-based artificial synapses are of great interest in massively parallel computing. Yet, most SynTs are still plagued by degradation limitations and high energy consumption. To solve the above problem, Nguyen et al. proposed a low-power all-solid synthetic device fabricated using wafer-level microfabrication technology [53]. Electrochemical impedance spectroscopy (EIS) and rate capability tests further confirmed the resilience of TiO 2 membranes at different scan rates; these results emphasized the great potential of Li x TiO 2 -based SynT for efficient neuromorphic applications. Gakhar et al. prepared FETs based on p-TiO 2 nanoparticles/graphene oxide heterostructures for detecting VOCs [54] (Figure 7a). The p-anatase-type TiO 2 nanoparticles prepared by the sol-gel method were injected into a small number of layered graphene/GO channels as the channel material. Figure 7b illustrates that the sensor showed stable characteristics at higher gate-source voltages. Figure 7c shows that because of the change in environment from air to VOC, when V GS = 0, the Fermi level shift of the GO channel was estimated as ∆E. When V GS > 0, extra electrons [n(V GS )] passed through the field-effect injection channel, and the Fermi level in GO moved upward, thus reducing the effective hole concentration and leakage current in the air environment. The field-assisted sensitivity amplification technology on the p-TiO 2 NPs/rGO FET sensor improved detection of the lower limit of VOCs. [51], and earth abundance [52]. It can be used as an alternative ch oxide thin-film transistor applications. TiO2 is expected to become for TFTs because of its excellent chemical and mechanical stability dance of resources.

Junction-Type Field-Effect Transistors
Electrochemical synaptic transistor (SynT)-based artificial s terest in massively parallel computing. Yet, most SynTs are still limitations and high energy consumption. To solve the above pro posed a low-power all-solid synthetic device fabricated using wafe technology [53]. Electrochemical impedance spectroscopy (EIS) further confirmed the resilience of TiO2 membranes at different emphasized the great potential of LixTiO2-based SynT for efficien tions. Gakhar et al. prepared FETs based on p-TiO2 nanoparticles structures for detecting VOCs [54] (Figure 7a). The p-anatase-type pared by the sol-gel method were injected into a small number o channels as the channel material. Figure 7b illustrates that the sen acteristics at higher gate-source voltages. Figure 7c shows that b environment from air to VOC, when VGS = 0, the Fermi level shift estimated as ΔE. When VGS > 0, extra electrons [n(VGS)] passed thr jection channel, and the Fermi level in GO moved upward, thus re concentration and leakage current in the air environment. The amplification technology on the p-TiO2 NPs/rGO FET sensor im lower limit of VOCs.  Qin et al. made high-electron-mobility transistors (HEMTs) with and without the TiO 2 layer and set the TiO 2 layer as the protective layer between the AlGaN barrier layer and the SiN passivation layer [55]. From the perspective of Vth bias, HEMT with TiO 2 had a greater saturation tendency than HEMT without TiO 2 at high voltage V Gs . The TiO 2 embedded layer can reduce the damage caused by etching, which provides a valuable reference for the popularization of AlGaN/GaN HEMT. Qi et al. prepared TiO 2 nanowires using a hydrothermal method, which showed n-type semiconductors because of inherent oxygen vacancies [56]. TiO 2 nanowire crystals reasonably simulated the plasticity of synapses, such as paired-pulse distribution and high-pass filtering. Therefore, it was demonstrated that TiO 2 nanowire transistors have promising applications in future neural networks. Zhang et al. proposed to design p-i-n junction synaptic transistors (JST) (p-i-n JSTs), with a composite structure of various polymer materials [57] (Figure 8a). The recognition accuracy of the extended MNIST (EMNIST) pattern by p-i-n JST was ≈93%, and there was no noticeable change after 6 months (Figure 8b). The P3HT/TiO 2 junction was banded with a bias voltage (Figure 8c). When V D and V G are positive, most carriers can form a current on the contact surface because of the influence of the diffusion mechanism. The positive pulse is injected into P3HT/PEO film to form the reverse layer, which improves the carrying capacity of TiO 2 film and the long-term plasticity of TiO 2 film. This device can control the back-and-forth flexure driven by polymer materials to adapt to the input of various synapses. Nanomaterials 2023, 13, x FOR PEER REVIEW 12 of 2 using a hydrothermal method, which showed n-type semiconductors because of inheren oxygen vacancies [56]. TiO2 nanowire crystals reasonably simulated the plasticity of syn apses, such as paired-pulse distribution and high-pass filtering. Therefore, it was demon strated that TiO2 nanowire transistors have promising applications in future neural net works. Zhang et al. proposed to design p-i-n junction synaptic transistors (JST) (p-i-n JSTs), with a composite structure of various polymer materials [57] (Figure 8a). The recog nition accuracy of the extended MNIST (EMNIST) pattern by p-i-n JST was ≈ 93%, and there was no noticeable change after 6 months (Figure 8b). The P3HT/TiO2 junction wa banded with a bias voltage (Figure 8c). When VD and VG are positive, most carriers can form a current on the contact surface because of the influence of the diffusion mechanism The positive pulse is injected into P3HT/PEO film to form the reverse layer, which im proves the carrying capacity of TiO2 film and the long-term plasticity of TiO2 film. Thi device can control the back-and-forth flexure driven by polymer materials to adapt to the input of various synapses.

Insulated Gate Field Effect Transistors
TiO2 has the advantage of being relatively inexpensive compared to other oxide die lectrics and is an excellent candidate for high-k applications. Yang et al. successfully mod ified TiO2 with polyvinylpyrrolidone (PVP) using the inorganic-organic composite media method to obtain TiO2:PVP mixed media [48]. The roughness, thickness, and band gap increased as the PVP concentration increased, the leakage current density decreased and then increased, and the area capacitance and relative dielectric constant (k) decreased Composite TiO2:PVP films with these properties have enormous promise for wearables synaptic bionics, and intelligent computing. Subramanian et al. explored ion-gated tran sistors (IGTs) based on TiO2 active layers that were prepared by thermal evaporation dep osition for dense films and by solution casting for porous films [58]. The thick film-based transistors showed about two orders of magnitude higher electron mobility than the po rous film-based transistors. For the solution-treated films, the presence of Li + in the se lected-pass medium resulted in a significant increase in electron mobility. Zhang et al systematically investigated the effect of zirconia gate dielectric thickness on the electrica properties of TiO2 thin-film transistors [59] (Figure 9a,b). Figure 9c shows the equivalen

Insulated Gate Field Effect Transistors
TiO 2 has the advantage of being relatively inexpensive compared to other oxide dielectrics and is an excellent candidate for high-k applications. Yang et al. successfully modified TiO 2 with polyvinylpyrrolidone (PVP) using the inorganic-organic composite media method to obtain TiO 2 :PVP mixed media [48]. The roughness, thickness, and band gap increased as the PVP concentration increased, the leakage current density decreased and then increased, and the area capacitance and relative dielectric constant (k) decreased. Composite TiO 2 :PVP films with these properties have enormous promise for wearables, synaptic bionics, and intelligent computing. Subramanian et al. explored ion-gated transistors (IGTs) based on TiO 2 active layers that were prepared by thermal evaporation deposition for dense films and by solution casting for porous films [58]. The thick filmbased transistors showed about two orders of magnitude higher electron mobility than the porous film-based transistors. For the solution-treated films, the presence of Li + in the selected-pass medium resulted in a significant increase in electron mobility. Zhang et al.
systematically investigated the effect of zirconia gate dielectric thickness on the electrical properties of TiO 2 thin-film transistors [59] (Figure 9a,b). Figure 9c shows the equivalent parallel conductance (Gm/ω) of the samples measured at different frequencies versus the applied voltage. As a result of the electronic structure of TiO 2 and ZrO 2 themselves, a clear asymmetric energy band shift was observed in energy band diagrams (Figure 9d). By analyzing the thickness of ZrO 2 , the influences of leakage current, oxide capacitance, oxide charge and interface trap were found, which indicated that the ZrO 2 dielectric layer has good flexibility, can be applied to other channel materials, and can be used as a reference for evaluating the material quality of different dielectric materials. aterials 2023, 13, x FOR PEER REVIEW charge and interface trap were found, which indicated that the Z good flexibility, can be applied to other channel materials, and can for evaluating the material quality of different dielectric materials Yokoyama et al. investigated the effect of VM on the synt Al0.74Ti0.26O3 using atmospheric pressure thin-mist chemical vapor The parameters of the FETs were enhanced using reticular biased a films as the gate dielectric layer and mechanically exfoliated bul These results indicated that the applied grid bias effectively obta works and better junction properties at the C-Si interface when athin films were synthesized by the atomic phase CVD method. Jun electron mobility transistor using a TiO2/SiN double-gate insulato device with a SiN gate insulator, the device with dual-gate adiab gate controllability and channel electron density because of the hig TiO2. The device with the dual-gate insulator showed a higher brea  [60]. The parameters of the FETs were enhanced using reticular biased a-TiO 2 and a-Al 0.74 Ti 0.26 O 3 films as the gate dielectric layer and mechanically exfoliated bulk single-crystal MoSe 2 . These results indicated that the applied grid bias effectively obtained high-density networks and better junction properties at the C-Si interface when a-TiO 2 and a-Al 0.74 Ti 0.26 O 3 thin films were synthesized by the atomic phase CVD method. Jung et al. proposed a high electron mobility transistor using a TiO 2 /SiN double-gate insulator [61]. Compared to the device with a SiN gate insulator, the device with dual-gate adiabatic showed improved gate controllability and channel electron density because of the high dielectric constant of TiO 2 . The device with the dual-gate insulator showed a higher breakdown voltage because of better electric field dispersion. In conclusion, devices with TiO 2 /SiN double-gate insulators are the best candidates for the usual turn-off of AlGaN/GaN MIS-HEMT. Solution-treated, top-contact, bottom-gate tin dioxide TFTs were prepared using the TiO 2 /Li-Al 2 O 3 doublestacked gate dielectric of Pal et al. [62]. They showed an operating voltage within 2.0 V. The results indicated that the higher surface capacitance and lower leakage current density of the double-layer dielectric material significantly improved the overall performance of the thin-film transistors. This research opens new paths for developing TFT device performance using appropriate gate dielectric layering techniques. Using a low-temperature processing technique, Zhang et al. successfully fabricated a one-voltage TiO 2 thin-film transistor [63]. This one-volt TiO 2 thin-film transistor provides a broad scope for portable and flexible electronic products. In addition, this research revealed the possible carrier transfer mechanism in TiO 2 thin films, which leads to a better understanding of the properties of TiO 2 materials and thus provides a reference for the future development of TiO 2 -based electronic and optoelectronic devices. Enhanced/depletion mode (E-/D-mode) TiO 2 TFTs were proposed by Zhang et al., illustrating the fabrication process of E/D mode TiO 2 thinfilm transistors [64]. The O 2 -annealed TiO 2 TFTs exhibited higher performance with higher mobility (µ), higher I ON /I OFF , and lower SS than the N 2 -annealed TiO 2 TFTs. This was due to the passivation produced by O 2 annealing, which reduced the oxygen vacancies at the channel-oxide interface, thereby increasing the migration rate and reducing subthreshold swing (SS). Controlled O 2 /N 2 annealing techniques are available as an alternative method to achieve E/D mode TFT, which provides greater flexibility in applications such as the preparation of field-effect tubes.

Memory Applications
As a result of its excellent endurance, fast storage speed, and ultra-high storage density, resistive random-access memory (ReRAM) has received much attention [65]. Resistorswitched random-access memory offers several advantages over traditional complementary metal oxide semiconductor (C-MOS)-based non-volatile memories, such as fast read/write speeds, high density, and low operating voltage, which make it a hopeful choice for future generations of non-volatile memories [66]. Metal oxides play a significant role in many aspects of physics and materials science. The transport of oxygen vacancies is a major factor in the conduction mechanism of memory elements. Transparent memory offloading (TMO)-based resistive switching non-volatile memory offers excellent storage performance, and many materials have already been tested for ReRAM applications. The binary metal oxides are very attractive among these resistive switching materials, in particular, TiO 2 , which is the most common oxide in ReRAM. It is essentially an insulator, which means very high resistance [67]. In addition, TiO 2 is compatible with C-MOS and is an inexpensive, nontoxic, and chemically stable material. In particular, because of their excellent chemical and physical properties, one-dimensional TiO 2 nanomaterials, which correspond to nanotubes and nanowires, show great promise for optoelectronic and nanoelectronic applications [65]. For the high-throughput study, TiO 2 was selected as the benchmark material to establish a credible screening of ReRAM materials.

Thin-Film Structured Memory
More et al. developed a photo-resistive switching memory consisting of a Pt/TiO 2 /Al junction structure by exploiting the optical sensitivity of nano-TiO 2 [68]. Using the inherent photoconductive properties of TiO 2 , highly stable and reversible unipolar resistive switching with a long retention time (~10 4 min) and stable duration (>300 cycles) was observed in nanocrystalline TiO 2 films with a R ON /R OFF ratio of~10 2 at a read voltage of 0.5 V. The results suggested that reducing the clearing voltage of TiO 2 films induced by optical illumination provides a new avenue for designing multifunctional photoactive nonvolatile device technologies. TiO 2 :Co bilayers and TiO 2 :Co films were prepared using DC magnetron co-sputtering at room temperature and 473 K by Quiroz et al. [69]. The experimental results demonstrated that the different resistive states generated by the applied field lead to lower energy consumption and higher storage capacity. Therefore, alternative configurations based on TiO 2 :Co bilayers and TiO 2 :Co films may be a nanomaterial with a wide field of application for the magneto-control properties of nonvolatile memories (NVM) resistive switching. Neuromorphic ones have advantages that differ from traditional computing architectures, such as the integration of data processing between the central processing unit (CPU) and memory. Since its underlying computing system mimics the information processing capabilities of the human brain, it is capable of performing many data operations simultaneously. Long-term and short-term memory are mainly controlled by the weight of synapses, which are key in brain memory. Yang et al. prepared and characterized Ti/TiO 2 /Si devices with different doping concentrations [70]. The Ti/TiO 2 /p ++ Si device with long-term memory was an interface-type bipolar resistive switch. The enhancement and weakening of different amplitude pulses were demonstrated with progressive resistive switching. In addition, when conductance was used as a network weight, 85% recognition accuracy was obtained in the neuromorphic system simulation. The pulse amplitude controls the dynamic range of the pulse. In the early 1960s, the phenomenon of resistance switching (RS) was discovered in various materials. The renewed interest in bipolar resistance (BRS) in SrZrO 3 was reported in 2000. Over the past two decades, various materials have shown viable RS properties, which could make them potential candidates for the next generation of high-density nonvolatile storage devices. Yan et al. inserted a TiO 2 layer between the bottom electrode of Al and the TiO 1.7 layer to contact the top electrode of the Al nanometer-thick stoichiometric TiO 2 layer [71]. Although the structural changes were small, the improvement in electrical properties was significant. With a switching state resistance ratio of 20, the resistance value can be maintained for up to 30,000 DC scan cycles and 10 6 AC pulse switching cycles. In addition, the device is electroformed-free and displays full area-based switching characteristics. The device exhibits nearly linear enhancement and suppression characteristics under repeated pulse voltages, remarkably improving a neural network consisting of Al/TiO 1.7 /TiO 2 /Al storage cells in terms of accuracy. Memory structures have an important role to play in providing powerful processing power to integrated circuits. The synthesis of TiO 2 thin films on Pt/TiO 2 /SiO 2 /Si (SSTOP) substrates by physical vapor deposition was first reported by Alsaiari et al. [67]. These techniques facilitate a variety of material library designs and rapid synthesis and permit library screening in a fast sequential or parallel fashion. CVD-based resistive memory has been successfully applied to this combined approach. A promising non-volatile memory device, the nano-resistive random-access memory (RRAM), has attracted much attention recently. Hu et al. used the sol-gel rotation and coating technology to prepare a resistive random-access memory based on TiO 2 films [72]. By applying continuous positive (0-2 V) and negative (0-1.6 V) voltage scanning to study the synaptic performance, it was concluded that the devices manufactured exhibited "learning experience" behavior. The synaptic function of TiN/Ti/TiO 2 /SiO x /Si resistive memory was studied by Cho et al. [73]. The highly nonlinear I-V profile in the low-resistance state (LRS) generated by the SiO x tunneling potential promoted a high-density synaptic array. ReRAM has been increasingly investigated as a new generation of memory with the advantages of small cell size and fast read/write speeds. Heo et al.'s amorphous InGaZnO (a-IGZO) oxide semiconductor was used as an active layer to prepare memory with a heterojunction structure [74]. It was found that the cumulative capacitance value of the ReRAM increased the most in a non-volatile manner after annealing at 400 • C. Thus, the results of this study indicated that the best electrical properties in the ReRAM at 400 • C were produced when the a-IGZO oxide active layer was post-treated with the optimal composition of the a-IGZO film.

Non-Film Structured Memory
A flexible resistive switching memory based on TiO 2 nanorod arrays was developed by Xue et al. with little variation in the operating voltage and switching ratio electrical properties of the device over a bending radius range of 12~5 mm [66]. The excellent performance of these devices demonstrated that the TiO 2 nanorod array resistive switching device opens the possibility of achieving high-performance flexible memory. Yu et al. directly synthesized single-crystal rutile TiO 2 nanowires by a simple low-temperature hydrothermal method [65]. Self-rectifying and shapeless non-volatile memory behavior derived from non-volatile memory was demonstrated for the TiO 2 nanowire memory devices prepared in this study. This work indicated that titanium dioxide nanowire memory de-vices will be a promising candidate for the next generation of ultra-low power non-volatile memories. Sun et al. designed a graphene transistor-based photovoltaic memory [75] (Figure 10c), which was decorated with titanium dioxide nanoparticles and prepared by a low-temperature, easy-to-solve method using UV light programmable non-volatile optoelectronic memory (Figure 10a,b). Since the N-dopant-induced N-TiO 2 nanoparticles (N-TiO 2 NC) have a solid hole-capture ability, it was possible to record non-volatile information at multiple energy levels by precisely controlling the incident light dose. Thus, positive gate voltage eliminated the programmed state by promoting the compounding of stored cavities in N-TiO 2 nanotubes (Figure 10d). This research demonstrated that trap engineering is important in information storage and provides an alternative route to non-volatile optoelectronic storage. Kumari et al. prepared composite devices by hydrothermally growin oxide nanosheet (TiO2-NS) on FTO substrates and spin-coating polymers strates [76]. The modified nanosheets exhibited attractive propert worm/RRAM and modified diodes. This work showed how the new pro nanosheets can be used to restore the material's properties by placing the p grown nanosheets. Among various one-dimensional nanostructures, differe gies of titanium dioxide nanostructures have attracted much attention. To i synergistic effect between TiO2 anatase and rutile mixed-phase interfaces, reported mixed-phase TiO2 nanostructures (MxPh-TNs) and their growth tures of grafted metal nanoparticles (MNPs) [77]. Figure 11a shows a schem tation of the formation of this nanostructure. The increase in rutile conten (Pt)/mixed-phase TiO2 hybrids (MX-TNHs) and Pd-Pt/MX-TNHs led to imp ions (2.14 × 10 −5 A) and IOFF (7.13 × 10 −5 A), as well as current ions (2.13 × 1 (6.77 × 10 −4 A) of the devices at 3 V (Figure 11b). This study proposed a uni to improving device performance by grafting MNPs on MxPh-TNs to impr properties. Kumari et al. prepared composite devices by hydrothermally growing titanium dioxide nanosheet (TiO 2 -NS) on FTO substrates and spin-coating polymers on FTO substrates [76]. The modified nanosheets exhibited attractive properties, such as worm/RRAM and modified diodes. This work showed how the new properties of the nanosheets can be used to restore the material's properties by placing the polymer on the grown nanosheets. Among various one-dimensional nanostructures, different morphologies of titanium dioxide nanostructures have attracted much attention. To investigate the synergistic effect between TiO 2 anatase and rutile mixed-phase interfaces, Bamola et al. reported mixedphase TiO 2 nanostructures (MxPh-TNs) and their growth through mixtures of grafted metal nanoparticles (MNPs) [77]. Figure 11a shows a schematic representation of the formation of this nanostructure. The increase in rutile content in platinum (Pt)/mixed-phase TiO 2 hybrids (MX-TNHs) and Pd-Pt/MX-TNHs led to improved current ions (2.14 × 10 −5 A) and I OFF (7.13 × 10 −5 A), as well as current ions (2.13 × 10 −3 A) and I OFF (6.77 × 10 −4 A) of the devices at 3 V (Figure 11b). This study proposed a unique approach to improving device performance by grafting MNPs on MxPh-TNs to improve interfacial properties.
Pandey et al. prepared Ag NP-coated TiO 2 NW array structures by the swept-angle deposition technique for capacitive storage applications [78]. Compared with bare TiO 2 NW, the Ag NP-covered TiO 2 NW had enhanced photoluminescence because of the high carrier presence. The Ag NP-covered TiO 2 NW showed a significant enhancement in C-V hysteresis compared to the bare TiO 2 NW NVM device because of carrier capture. The excellent durability and retention properties make this device structure a suitable candidate for capacitive memory applications. The resistive conversion properties of bismuth-doped anatase type TiO 2 nanostructures prepared on Nb:SrTiO 3 (Nb:STO) substrates were reported by Bogle et al. [79]. Figure 12a shows the synthesis process of TiO 2 nanostructures. These nanostructures were prepared from Bi 4 Ti 3 O 12 precursors using the "phase separation and evaporation" method. Resistive switching measurements of the prepared TiO 2 nanostructures by conductive atomic force microscopy showed a stable ON/OFF ratio (~5 × 10 4 ) at a reading voltage of −0.4 V (independent of the spatial position of the tip) (Figure 12b). Annealing the nanostructures at high vacuum temperatures promoted the loss and evaporation of Bi and greatly reduced the throughput rate by about 2 × 10 2 , since the annealing did not change other morphological and structural parameters, revealing the key role of Bi. Thus, it was concluded that these Bi ions acted as charge capture/release sites for carriers in the presence of an external electric field, which enhanced the resistive behavior (Figure 12c). This study suggests that the intentional introduction of defects or doping in oxide heteroepitaxy is an efficient way to achieve urgent electronic properties in metal oxide nanostructures.
TiO2 NC (green rods) with electrons in graphene after UV irradiation. Reproduced with permission from Ref. [75]; published by the American Chemical Society, 2020.
Kumari et al. prepared composite devices by hydrothermally growing titanium dioxide nanosheet (TiO2-NS) on FTO substrates and spin-coating polymers on FTO substrates [76]. The modified nanosheets exhibited attractive properties, such as worm/RRAM and modified diodes. This work showed how the new properties of the nanosheets can be used to restore the material's properties by placing the polymer on the grown nanosheets. Among various one-dimensional nanostructures, different morphologies of titanium dioxide nanostructures have attracted much attention. To investigate the synergistic effect between TiO2 anatase and rutile mixed-phase interfaces, Bamola et al. reported mixed-phase TiO2 nanostructures (MxPh-TNs) and their growth through mixtures of grafted metal nanoparticles (MNPs) [77]. Figure 11a shows a schematic representation of the formation of this nanostructure. The increase in rutile content in platinum (Pt)/mixed-phase TiO2 hybrids (MX-TNHs) and Pd-Pt/MX-TNHs led to improved current ions (2.14 × 10 −5 A) and IOFF (7.13 × 10 −5 A), as well as current ions (2.13 × 10 −3 A) and IOFF (6.77 × 10 −4 A) of the devices at 3 V (Figure 11b). This study proposed a unique approach to improving device performance by grafting MNPs on MxPh-TNs to improve interfacial properties. Pandey et al. prepared Ag NP-coated TiO2 NW array structures by the swept-angle deposition technique for capacitive storage applications [78]. Compared with bare TiO2 NW, the Ag NP-covered TiO2 NW had enhanced photoluminescence because of the high carrier presence. The Ag NP-covered TiO2 NW showed a significant enhancement in C-V hysteresis compared to the bare TiO2 NW NVM device because of carrier capture. The excellent durability and retention properties make this device structure a suitable candidate for capacitive memory applications. The resistive conversion properties of bismuth- anomaterials 2023, 13, x FOR PEER REVIEW doped anatase type TiO2 nanostructures prepared on Nb:SrTiO3 (Nb:STO) su reported by Bogle et al. [79]. Figure 12a shows the synthesis process of Ti tures. These nanostructures were prepared from Bi4Ti3O12 precursors usin separation and evaporation" method. Resistive switching measurements of TiO2 nanostructures by conductive atomic force microscopy showed a stabl tio (~5 × 10 4 ) at a reading voltage of −0.4 V (independent of the spatial posit ( Figure 12b). Annealing the nanostructures at high vacuum temperatures loss and evaporation of Bi and greatly reduced the throughput rate by abou the annealing did not change other morphological and structural paramet the key role of Bi. Thus, it was concluded that these Bi ions acted as charge ca sites for carriers in the presence of an external electric field, which enhance behavior (Figure 12c). This study suggests that the intentional introduction doping in oxide heteroepitaxy is an efficient way to achieve urgent electro in metal oxide nanostructures.

Conclusions
The study of the literature published in recent years can greatly enhance our understanding of the properties and applications of TiO 2 -based-nanomaterial-based optoelectronic devices, especially photodetectors, LEDs, memories, sensors, transistors, and other optoelectronic applications. Although TiO 2 -based optoelectronic devices have shown outstanding performance over other materials, researchers are still testing TiO 2 synthesis methods and combinations with different substrates to create more stable and exceptional optoelectronic performance. For example, different nanostructures of TiO 2 are used as support materials for anchoring semiconductor particles to further improve the performance of optoelectronic devices. Researchers have combined TiO 2 with conductive materials such as metals, metal oxides, carbonaceous materials, or doped TiO 2 to enhance its performance. Low-cost dopants that promote electron transport and good electron mobility can enhance the photo-induced charge separation processes and magnetic properties in TiO 2 . Therefore, changing the electrode structure of the device, controlling the degree of doping of TiO 2 based nanomaterials, and refining the details of the preparation process may be effective strategies for future optoelectronic applications.
There are few studies on TiO 2 based nanomaterial-based optoelectronic devices under extreme conditions. The stability and lifetime of optoelectronic devices under hightemperature and high-pressure conditions have been critical issues. In recent decades, although the various properties of electronic components have developed considerably, the life and functionality of components under specific temperature and pressure conditions will decrease as the temperature rises. In addition, temperature has a significant influence on the current transport mechanism, and many properties of the intrinsic carriers show temperature-dependent characteristics. Therefore, further research is needed to develop optical and electrical devices based on TiO 2 under extreme conditions. Diamonds have a wide forbidden band (5.47 eV), high thermal conductivity, a low background current, physical and chemical stability at room temperature, etc., and are an excellent p-type conductive material for high-voltage, high-power, optoelectronic devices. Diamonds have a wide electrochemical window, which can provide a sufficient bias voltage to improve the photochemical performance of TiO 2 -based devices. Therefore, the fabrication of TiO 2 /diamond heterojunctions offers the possibility of improving the performance of photodetectors, light-emitting diodes, memories, sensors, transistors, and other instruments under extreme conditions.

Data Availability Statement:
The data presented in this study are contained within the article.

Conflicts of Interest:
The authors declare no conflict of interest.