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15 pages, 1921 KB  
Article
Study of Single Crystal and X-Ray Detector Performance of Ti3+: β-Ga2O3
by Boyang Chen, Xinyu Liu, Yiyuan Liu, Zeliang Gao, Zhitai Jia and Wenxiang Mu
Materials 2026, 19(11), 2417; https://doi.org/10.3390/ma19112417 - 5 Jun 2026
Viewed by 226
Abstract
Gallium oxide (Ga2O3) is emerging as a promising material for X-ray detectors due to its high sensitivity, high melting point, and stable physicochemical properties. However, intrinsic background shallow donors in raw materials hinder the preparation of high-resistance intrinsic crystals, [...] Read more.
Gallium oxide (Ga2O3) is emerging as a promising material for X-ray detectors due to its high sensitivity, high melting point, and stable physicochemical properties. However, intrinsic background shallow donors in raw materials hinder the preparation of high-resistance intrinsic crystals, making doping essential to tailor electrical properties. This study grew Ti3+-doped β-Ga2O3 single crystals via the Edge-defined Film-fed Growth (EFG) method using Ti2O3 as a dopant, achieving high resistivity and a moderate reduction in bandgap. High-resolution X-ray diffraction (HRXRD) showed a rocking curve full width at half maximum (FWHM) of 96.50 arcsec. Compared with the unintentionally doped (UID) crystal, the bandgap exhibited a slight reduction, decreasing from 4.76 eV to 4.59 eV. In the infrared transmission spectra, the onset wavelength of the decrease in transmittance for the Ti3+: β-Ga2O3 crystal showed a distinct redshift relative to that of the UID crystal, indicating effective suppression of free electrons within the crystal. X-ray photoelectron spectroscopy (XPS) revealed that Ti3+ incorporation minimally affected the valence states of Ga and O or the Ga/O ratio, with no significant shift in valence band maximum (EVBM). A metal–semiconductor–metal (MSM) structured X-ray detector fabricated on polished Ti3+: β-Ga2O3 (100) substrate with Ti/Au electrodes exhibited a peak sensitivity of 943.16 μC/(Gy·cm2) at 40 V bias and 2.944 μGy/s dose rate, surpassing the upper sensitivity limit reported for semi-insulating doping bulk β-Ga2O3 detectors. The rise and fall times were 0.23 s and 0.30 s, respectively, with a minimum detectable limit (MDL) of 164.26 nGy/s, demonstrating its potential for high-performance X-ray detection applications. Full article
(This article belongs to the Special Issue Functional Laser Materials)
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23 pages, 2057 KB  
Article
Defect Thermodynamics and the Intrinsic Stability Window of Mg3Sb2
by Madhuri Birare, Adam Dębski, Władysław Gąsior and Wojciech Gierlotka
Metals 2026, 16(5), 558; https://doi.org/10.3390/met16050558 - 20 May 2026
Viewed by 332
Abstract
Magnesium antimonide (Mg3Sb2) has emerged as a promising high-performance thermoelectric material, yet its efficiency is fundamentally determined by intrinsic point defects. In this study, we present a comprehensive investigation of defects in the intermetallic compound Mg3Sb2 [...] Read more.
Magnesium antimonide (Mg3Sb2) has emerged as a promising high-performance thermoelectric material, yet its efficiency is fundamentally determined by intrinsic point defects. In this study, we present a comprehensive investigation of defects in the intermetallic compound Mg3Sb2 using first laws of thermodynamics and density functional theory (DFT) within the generalized gradient approximation (GGA). By calculating the energy of defect formation and the charge transition energy between energy levels, it was determined how the change in chemical potential associated with phase synthesis affects the phase stability and carrier concentrations. Calculations show that donor defects dominate in Mg-rich alloys, primarily antimony vacancies and magnesium atoms in interstitial positions. This means that in a phase with a slight magnesium excess, e.g., Mg3.01Sb1.99 at 1400 K, n-type conductivity dominates. In the opposite case, i.e., in an Sb-rich alloy, magnesium vacancies spontaneously form in the Wyckoff 1a position. These ionized acceptors induce strong self-compensation, blocking the Fermi level about 0.38 eV above the valence band maximum. As a result of this process, the Mg3Sb2 phase, at elevated temperatures, becomes the non-stoichiometric Mg2.99Sb2.01 phase, which causes the material to retain p-type conductivity and actively block doping-induced n-type conductivity. The conducted studies demonstrate that the homogeneity range of the Mg-Sb system, although traditionally considered narrow, has a significant impact on the semiconducting properties of the material. Furthermore, they also point to the need for continued research on high temperature in the area of synthetic defect engineering, interface engineering, and optimization of the thermoelectric properties of materials based on Mg-Sb alloys. Full article
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26 pages, 19839 KB  
Article
Theoretical Investigation of Twist-Angle-Dependent Photoelectric Properties in Twisted Bilayer WSe2
by Yunpei Ma, Yuchun Wang, Haiwei Zhang, Jing Yu and Jingang Wang
Molecules 2026, 31(10), 1627; https://doi.org/10.3390/molecules31101627 - 12 May 2026
Viewed by 482
Abstract
The twist angle serves as a geometric tuning parameter in two-dimensional layered materials, enabling modulation of interlayer coupling and band structures without altering the chemical composition. In this work, six commensurate twisted bilayer WSe2 configurations with rotation angles of 0°, 9.4°, 13.14°, [...] Read more.
The twist angle serves as a geometric tuning parameter in two-dimensional layered materials, enabling modulation of interlayer coupling and band structures without altering the chemical composition. In this work, six commensurate twisted bilayer WSe2 configurations with rotation angles of 0°, 9.4°, 13.14°, 21.9°, 27.8°, and 60° were systematically investigated using first-principles density functional theory. Structural optimization, together with calculations of electronic structures, density of states, charge redistribution, effective masses, and optical properties, was performed. The results show that AA (0°) and 2H (60°) stackings exhibit the largest and smallest interlayer separations, respectively, whereas intermediate twist angles yield similar average spacings but distinct local stacking registries. All configurations remain indirect-gap semiconductors, with the valence band maximum located at K and the conduction band minimum near the Q point along the K–Γ path. The band gap increases from 1.450 eV at 0° to 1.579 eV at 27.8°, before decreasing to 1.333 eV at 60°, indicating strong twist-angle modulation of interlayer coupling. Density-of-states analysis shows that the valence-band edge mainly originates from Se-p and W-d hybridized states, whereas the conduction-band edge is dominated by W-d states, with intermediate angles exhibiting enhanced band folding and localization features. Charge-density analyses further reveal notable interfacial charge redistribution, which is most pronounced at 9.4°. Optical responses in the in-plane directions are nearly identical and significantly stronger than those along the out-of-plane direction. Optical absorption mainly occurs in the ultraviolet region, with band-edge features appearing in the near-infrared range. Intermediate twist angles exhibit broader dielectric responses in the visible region and extended long-wavelength tails, indicating enhanced interband transition channels. These results demonstrate that twist-angle engineering enables effective tuning of electronic and optical properties in bilayer WSe2, providing theoretical guidance for the design of tunable optoelectronic devices. Full article
(This article belongs to the Section Materials Chemistry)
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17 pages, 2236 KB  
Article
DFT Investigation of the Thermoelectric, Electronic, and Hydrogen Storage Properties of MgMH3 (M = Mn and Ni) Perovskites Using BoltzTrap
by Ayoub Koufi, Younes Ziat, Hamza Belkhanchi, Charaf Laghlimi, Noureddine Lakouari and Zakaryaa Zarhri
Physchem 2026, 6(2), 21; https://doi.org/10.3390/physchem6020021 - 6 Apr 2026
Viewed by 899
Abstract
This study provides a theoretical assessment of the structural, electronic, and thermal properties of MgMH3 (M = Mn and Ni) compounds using the full-potential linearized augmented plane wave (FP-LAPW) method, with a range of modern functionals. The thermoelectric [...] Read more.
This study provides a theoretical assessment of the structural, electronic, and thermal properties of MgMH3 (M = Mn and Ni) compounds using the full-potential linearized augmented plane wave (FP-LAPW) method, with a range of modern functionals. The thermoelectric properties that are surveyed here relate to the power factor, the dimensionless thermoelectric figure of merit, the thermal conductivity, and the electrical conductivity that are associated with these compounds. The study finds that MgNiH3 has superior thermoelectric properties compared to MgMnH3. The analysis of the band structure reveals that both materials conduct electricity like metals, as there is no energy gap (0 eV), indicating that the conduction and valence bands overlap. The thermal conductivity was found to be linearly related to an increase in temperature, whereas the electrical conductivity varied with temperature. At elevated temperatures, the maximum power factor values reach 1.45 × 10−3 W/(K2.m) for MgMnH3 and 1.96 × 10−3 W/(K2.m) for MgNiH3 at 900 K. Upon examination of the electronic states, the contributions to the metallic nature of these hydrides come largely from the Ni and Mn orbitals. This type of prospective information on the potential of MgNiH3 and MgMnH3 in industrial applications, especially thermoelectric applications, is a valuable contribution. Understanding their thermal and electronic structure will demonstrate their potential for industry. Full article
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24 pages, 4351 KB  
Article
Composition-Controlled Photocatalytic and Antibacterial Performance of ZnO-ZnS Nanocomposite Catalysts Synthesized by Solid-State Ion Exchange
by Joanna Wojtas, Viktor Zinchenko, Renata Wojnarowska-Nowak, Dana Popescu, Anna Żaczek, Igor Magunov, Pavel Doga, Anton Babenko, Sergii Pavlov, Yaroslav Bobitski and Joanna Kisała
Molecules 2026, 31(6), 1010; https://doi.org/10.3390/molecules31061010 - 17 Mar 2026
Viewed by 727
Abstract
Zinc oxide (ZnO) and zinc sulfide (ZnS) nanocomposites represent promising multifunctional photocatalysts due to their complementary band structures and synergistic charge separation. ZnO–ZnS nanocomposites with varied ZnS content were synthesized to elucidate the composition–structure–property relationships governing their multifunctional performance. Structural characterization using XRD, [...] Read more.
Zinc oxide (ZnO) and zinc sulfide (ZnS) nanocomposites represent promising multifunctional photocatalysts due to their complementary band structures and synergistic charge separation. ZnO–ZnS nanocomposites with varied ZnS content were synthesized to elucidate the composition–structure–property relationships governing their multifunctional performance. Structural characterization using XRD, SEM/EDS, Raman spectroscopy, and XPS confirmed the coexistence of wurtzite crystalline phases of ZnO and ZnS. SEM analysis revealed ZnS fine deposition on the ZnO surface. XPS measurements showed a gradual increase in the amount of ZnS on the ZnO surface with increasing sulfide content and a shift in the valence band maximum from 2.32 eV (pure ZnO) to 0.77 eV (pure ZnS). Optical measurements (IR, UV–Vis diffuse reflectance, photoluminescence) demonstrated that, despite the evolution of vibrational and luminescence features characteristic of ZnS, the apparent band gap remained nearly constant at 3.16–3.18 eV across the series. Photocatalytic methylene blue (MB) degradation followed pseudo-first-order kinetics, peaking for ZN_2 (1% ZnS, kapp = 103 × 10−3 min−1), which is 1.7 times higher than for pure ZnO. This enhanced performance is consistent with an S-scheme-like heterojunction that facilitates electron migration to the ZnS conduction band while retaining ZnO valence band holes for oxidation. Scavenging experiments confirmed that electrons dominate MB degradation (kapp up to 185.1 × 10−3 min−1 with EDTA/t-BuOH/Ar), outperforming hole-mediated pathways. Antibacterial assays against Staphylococcus aureus revealed good antimicrobial activity for all nanoparticles. The nanocomposite’s antibacterial activity was similar across all samples and was only slightly lower than that of pure ZnS and ZnO. Full article
(This article belongs to the Special Issue Novel Nanomaterials for Photocatalysis)
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18 pages, 20042 KB  
Article
Tailoring Electronic Structures via Ce/C Co-Doping and Oxygen Vacancy in TiO2 Aerogels for Enhanced Solar Fuel Production
by Jiahan Guan, Wei Wang, Xiaodong Wu, Yu Xia, Bingyan Shi, Shibei Liu, Lijie Xu, Ruiyang Zhang, Yunlong Sun and Yuqian Lin
Gels 2026, 12(2), 128; https://doi.org/10.3390/gels12020128 - 1 Feb 2026
Cited by 1 | Viewed by 895
Abstract
A targeted modification approach involving the synthesis of Ce/C co-doped TiO2 aerogels (CeCTi) via a sol–gel method combined with supercritical CO2 drying and subsequent heat treatment is employed to enhance the photocatalytic CO2 reduction performance of cost-effective and stable TiO [...] Read more.
A targeted modification approach involving the synthesis of Ce/C co-doped TiO2 aerogels (CeCTi) via a sol–gel method combined with supercritical CO2 drying and subsequent heat treatment is employed to enhance the photocatalytic CO2 reduction performance of cost-effective and stable TiO2 aerogels. The results demonstrate that the CeCTi exhibits a pearl-like porous network structure, an optical band gap of 2.90 eV, and a maximum specific surface area of 188.81 m2/g. The black aerogel sample shows an enhanced light absorption capability resulting from the Ce/C co-doping, which is attributed to the formation of oxygen vacancies. Under simulated sunlight irradiation, the production rates of CH4 and CO reach 27.06 and 97.11 μmol g−1 h−1 without any co-catalysts or sacrificial agents, respectively, which are 82.0 and 5.7 times higher than those of the pristine TiO2 aerogel. DFT reveals that C-doping facilitates the formation of oxygen vacancies, which introduces defect states within the calculational band gap of TiO2. The proposed photocatalytic mechanism involves the light-induced excitation of electrons from the valence band to the conduction band, their trapping by oxygen vacancies to prolong the charge carrier lifetime, and their subsequent transfer to adsorbed CO2 molecules, thereby enabling efficient CO2 reduction, which is experimentally supported by photoluminescence measurements. Full article
(This article belongs to the Special Issue Aerogels: Recent Progress in Novel Applications)
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15 pages, 2248 KB  
Article
Bandgap Engineering of Ga2O3 by MOCVD Through Alloying with Indium
by Md Minhazul Islam, A. Hernandez, H. Appuhami, A. Banerjee, Blas Pedro Uberuaga and F. A. Selim
Nanomaterials 2026, 16(2), 93; https://doi.org/10.3390/nano16020093 - 12 Jan 2026
Cited by 1 | Viewed by 1053
Abstract
Ga2O3 and In2O3 are vital semiconductors with current and future electronic device applications. Here, we study the alloying of In2O3 and Ga2O3 (IGO) and the associated changes in structure, morphology, band [...] Read more.
Ga2O3 and In2O3 are vital semiconductors with current and future electronic device applications. Here, we study the alloying of In2O3 and Ga2O3 (IGO) and the associated changes in structure, morphology, band gap, and electrical transport properties. Undoped films of IGO were deposited on sapphire substrates with varying indium (In) percentage from zero to 100% by metal-organic chemical vapor deposition (MOCVD). Some films were annealed in H2 to induce electrical conductivity. The measurements showed the optical band gap decreased by adding In; this was confirmed by density functional (DFT) calculations, which revealed that the nature of the valence band maximum and conduction band minimum strongly relate to the chemistry and that the band gap drops by adding In. The as-grown films were highly resistive except for pure In2O3, which possesses p-type conductivity, likely arising from In vacancy-related acceptor states. N-type conductivity was induced in all films after H-anneal. DFT calculations revealed that the presence of In decreases the electron effective mass, which is consistent with the electrical transport measurements that showed higher electron mobility for higher In percentage. The work revealed the successful band gap engineering of IGO and the modification of its band structure while maintaining high-quality films by MOCVD. Full article
(This article belongs to the Section Synthesis, Interfaces and Nanostructures)
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10 pages, 1178 KB  
Article
The Modification of Nitrogen to Modulate Perovskite for the Application of p-Type Transparent Conductive Oxides
by Yunting Liang, Kaihua Li, Haixu Chen, Yinling Wang, Shasha Zheng and Liuyang Bai
Molecules 2026, 31(2), 222; https://doi.org/10.3390/molecules31020222 - 8 Jan 2026
Viewed by 471
Abstract
Due to the strong electronegativity of oxygen ions, the valence band maximum (VBM) that is derived from the O 2p orbital leads to strong localization, as well as further heavy hole mass and low hole mobility, which makes it extremely difficult to obtain [...] Read more.
Due to the strong electronegativity of oxygen ions, the valence band maximum (VBM) that is derived from the O 2p orbital leads to strong localization, as well as further heavy hole mass and low hole mobility, which makes it extremely difficult to obtain high-conductivity p-type transparent conductive materials. Herein, we propose the strategy of multiple anions through the introduction of weaker electronegative nitrogen, in consideration of the delocalization on VBM, as well as the stability of octahedral anion cages. As such, first-principles calculations in the framework of density functional theory (DFT) are used for this work. Crystal structure prediction software USPEX (version 2023.0) was adopted to investigate the N-O appropriate ratio in CaTiO3−xNx (0 ≤ x ≤ 1) to balance the high transmission of light and highly favorable dispersion at the VBM. Furthermore, the p-type TCO performance of CaTiO3-xNx was evaluated based on the hole effective mass, hole mobility, and conductivity. The effectiveness of modulating p-type TCO through N-O multiple anions was also evaluated through defect formation energy and ionization energy. Ultimately, the construction of a CaTiO3-xNx/Si heterojunction and band alignment were considered for practical application. This approach attempts to boost the diversity of p-type perovskite-based TCOs and opens a new perspective for engineering and innovative material design for sustainable TCOs demand. Full article
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19 pages, 3309 KB  
Article
Synthesis, Anion Disordering and Electronic Structure of Rb2KWO3F3 Elpasolite
by Victor Atuchin, Tatyana Gavrilova, Ludmila Isaenko, Valery Kesler, Maxim Molokeev, Aleksandr Oreshonkov and Sergey Zhurkov
Crystals 2026, 16(1), 18; https://doi.org/10.3390/cryst16010018 - 26 Dec 2025
Viewed by 1042
Abstract
Rb2KWO3F3 elpasolite was synthesized via the solid-state reaction route. The phase purity of the obtained sample was verified by the XRD analysis with Rietveld refinement in space group Fm-3m, yielding the unit cell parameter a [...] Read more.
Rb2KWO3F3 elpasolite was synthesized via the solid-state reaction route. The phase purity of the obtained sample was verified by the XRD analysis with Rietveld refinement in space group Fm-3m, yielding the unit cell parameter a = 8.92413 (17) Å. The electronic structure and chemical states of the constituent elements were investigated using X-ray photoelectron spectroscopy. The binding energy of the W 4f7/2 core level (34.95 eV) was found to be characteristic of the W6+ oxidation state, while the values for Rb 3d, K 2p, O 1s and F 1s levels were consistent with those reported for related oxide and oxyfluoride compounds. First-principles density functional theory calculations were performed to model the electronic structure. The fac-configuration of the WO3F3 octahedra was identified as the most energetically favorable. The calculations revealed a direct band gap of 4.38 eV, with the valence band maximum composed primarily of O 2p orbitals and the conduction band minimum formed by W 5d orbitals. This combined experimental/theoretical study shows that the electronic structure and wide bandgap of Rb2KWO3F3 are governed by the WO3F3 units and are largely insensitive to the Rb/K substitution. The wide bandgap identifies this class of oxyfluorides as a promising platform for developing new UV-transparent materials. Full article
(This article belongs to the Special Issue Electronic Phenomena of Transition Metal Oxides Volume II)
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13 pages, 3069 KB  
Article
Boosting Charge Separation in NiS/C3N4 Type-II Heterojunction for Efficient Photoelectrocatalytic Water Reduction
by Xiaobo Liang, Lingdan Dong, Yanning Chen, Chunhai Qi, Chunyi Xu, Wenhao Zhang, Lingling Bi and Liang Zhao
Crystals 2025, 15(12), 1004; https://doi.org/10.3390/cryst15121004 - 21 Nov 2025
Cited by 1 | Viewed by 653
Abstract
To tackle the intrinsic limitations of fast charge recombination and sluggish reaction kinetics in carbon nitride (C3N4) for photoelectrocatalytic (PEC) water reduction reaction, we constructed a NiS/C3N4 heterojunction photoelectrode via a sequential approach combining chemical vapor [...] Read more.
To tackle the intrinsic limitations of fast charge recombination and sluggish reaction kinetics in carbon nitride (C3N4) for photoelectrocatalytic (PEC) water reduction reaction, we constructed a NiS/C3N4 heterojunction photoelectrode via a sequential approach combining chemical vapor deposition and hydrothermal treatment. Compared with pristine C3N4, the introduction of NiS significantly reduced interfacial charge transfer resistance and effectively suppressed the photogenerated carrier recombination. Among all compositions investigated, the NiS-0.2 photoelectrode demonstrated a maximum photocurrent density of −13.44 mA cm−2 at −0.8 V vs. RHE, representing a more than 6.7-fold enhancement in comparison to bare C3N4 (−2.00 mA cm−2). This remarkable improvement is attributed to the construction of an efficient type-II heterojunction between C3N4 and NiS. Under the driving force of the internal electric field at the interface, photoinduced electrons migrate from the conduction band of C3N4 to NiS, whereas holes move from the valence band of NiS to C3N4. This spatial separation mechanism, coupled with the role of NiS as an efficient active site for the water reduction reaction, synergistically enhances the overall PEC performance. This work offers a rational and feasible approach for designing efficient, stable, and cost-effective C3N4-based photoelectrodes. Full article
(This article belongs to the Section Inorganic Crystalline Materials)
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14 pages, 3047 KB  
Article
Investigation on the Underlying Mechanisms of the Mechanical and Electrical Enhancement of Nano-SiO2-Doped Epoxy Resins: A Molecular Simulation Study
by Kunqi Cui, Yang Wang, Wenchao Yan, Teng Cao, Yan Du, Kai Wu and Li Guo
Molecules 2025, 30(14), 2960; https://doi.org/10.3390/molecules30142960 - 14 Jul 2025
Cited by 1 | Viewed by 1072
Abstract
As a key insulating material in power equipment, epoxy resins (EP) are often limited in practical applications due to space charge accumulation and mechanical degradation. This study systematically investigates the effects of SiO2 nanoparticle doping on the electrical and mechanical properties of [...] Read more.
As a key insulating material in power equipment, epoxy resins (EP) are often limited in practical applications due to space charge accumulation and mechanical degradation. This study systematically investigates the effects of SiO2 nanoparticle doping on the electrical and mechanical properties of SiO2/EP composites through molecular dynamics simulations and first-principles calculations. The results demonstrate that SiO2 doping enhances the mechanical properties of EP, with notable improvements in Young’s modulus, bulk modulus, and shear modulus, while maintaining excellent thermal stability across different temperatures. Further investigations reveal that SiO2 doping effectively modulates the interfacial charge behavior between EP and metals (Cu/Fe) by introducing shallow defect states and reconstructing interfacial dipoles. Density of states analysis indicates the formation of localized defect states at the interface in doped systems, which dominate the defect-assisted hopping mechanism for charge transport and suppress space charge accumulation. Potential distribution calculations show that doping reduces the average potential of EP (1 eV for Cu layer and 1.09 eV for Fe layer) while simultaneously influencing the potential distribution near the polymer–metal interface, thereby optimizing the interfacial charge injection barrier. Specifically, the hole barrier at the maximum valence band (VBM) after doping significantly increased, rising from the initial values of 0.448 eV (Cu interface) and 0.349 eV (Fe interface) to 104.02% and 209.46%, respectively. These findings provide a theoretical foundation for designing high-performance epoxy-based composites with both enhanced mechanical properties and controllable interfacial charge behavior. Full article
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23 pages, 4276 KB  
Article
First-Principles Insights into Mo and Chalcogen Dopant Positions in Anatase, TiO2
by W. A. Chapa Pamodani Wanniarachchi, Ponniah Vajeeston, Talal Rahman and Dhayalan Velauthapillai
Computation 2025, 13(7), 170; https://doi.org/10.3390/computation13070170 - 14 Jul 2025
Viewed by 1158
Abstract
This study employs density functional theory (DFT) to investigate the electronic and optical properties of molybdenum (Mo) and chalcogen (S, Se, Te) co-doped anatase TiO2. Two co-doping configurations were examined: Model 1, where the dopants are adjacent, and Model 2, where [...] Read more.
This study employs density functional theory (DFT) to investigate the electronic and optical properties of molybdenum (Mo) and chalcogen (S, Se, Te) co-doped anatase TiO2. Two co-doping configurations were examined: Model 1, where the dopants are adjacent, and Model 2, where the dopants are farther apart. The incorporation of Mo into anatase TiO2 resulted in a significant bandgap reduction, lowering it from 3.22 eV (pure TiO2) to range of 2.52–0.68 eV, depending on the specific doping model. The introduction of Mo-4d states below the conduction band led to a shift in the Fermi level from the top of the valence band to the bottom of the conduction band, confirming the n-type doping characteristics of Mo in TiO2. Chalcogen doping introduced isolated electronic states from Te-5p, S-3p, and Se-4p located above the valence band maximum, further reducing the bandgap. Among the examined configurations, Mo–S co-doping in Model 1 exhibited most optimal structural stability structure with the fewer impurity states, enhancing photocatalytic efficiency by reducing charge recombination. With the exception of Mo–Te co-doping, all co-doped systems demonstrated strong oxidation power under visible light, making Mo-S and Mo-Se co-doped TiO2 promising candidates for oxidation-driven photocatalysis. However, their limited reduction ability suggests they may be less suitable for water-splitting applications. The study also revealed that dopant positioning significantly influences charge transfer and optoelectronic properties. Model 1 favored localized electron density and weaker magnetization, while Model 2 exhibited delocalized charge density and stronger magnetization. These findings underscore the critical role of dopant arrangement in optimizing TiO2-based photocatalysts for solar energy applications. Full article
(This article belongs to the Special Issue Feature Papers in Computational Chemistry)
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14 pages, 3218 KB  
Article
Multi-Task Regression Model for Predicting Photocatalytic Performance of Inorganic Materials
by Zai Chen, Wen-Jie Hu, Hua-Kai Xu, Xiang-Fu Xu and Xing-Yuan Chen
Catalysts 2025, 15(7), 681; https://doi.org/10.3390/catal15070681 - 14 Jul 2025
Cited by 1 | Viewed by 1174
Abstract
As renewable energy technologies advance, identifying efficient photocatalytic materials for water splitting to produce hydrogen has become an important research focus in materials science. This study presents a multi-task regression model (MTRM) designed to predict the conduction band minimum (CBM), valence band maximum [...] Read more.
As renewable energy technologies advance, identifying efficient photocatalytic materials for water splitting to produce hydrogen has become an important research focus in materials science. This study presents a multi-task regression model (MTRM) designed to predict the conduction band minimum (CBM), valence band maximum (VBM), and solar-to-hydrogen efficiency (STH) of inorganic materials. Utilizing crystallographic and band gap data from over 15,000 materials in the SNUMAT database, machine-learning methods are applied to predict CBM and VBM, which are subsequently used as additional features to estimate STH. A deep neural network framework with a multi-branch, multi-task regression structure is employed to address the issue of error propagation in traditional cascading models by enabling feature sharing and joint optimization of the tasks. The calculated results show that, while traditional tree-based models perform well in single-task predictions, MTRM achieves superior performance in the multi-task setting, particularly for STH prediction, with an MSE of 0.0001 and an R2 of 0.8265, significantly outperforming cascading approaches. This research provides a new approach to predicting photocatalytic material performance and demonstrates the potential of multi-task learning in materials science. Full article
(This article belongs to the Special Issue Recent Developments in Photocatalytic Hydrogen Production)
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11 pages, 1283 KB  
Article
Band Gaps of Hexagonal ScN and YN Multilayer Materials
by Maciej J. Winiarski
Materials 2025, 18(13), 2938; https://doi.org/10.3390/ma18132938 - 21 Jun 2025
Viewed by 1037
Abstract
The structural parameters and electronic structures of Sc- and Y-based nitride semiconductors that adopted hexagonal BN-like atomic sheets were investigated with calculations based on density functional theory (DFT). A hybrid exchange-correlation functional and spin–orbit coupling were employed for studies on the band structures. [...] Read more.
The structural parameters and electronic structures of Sc- and Y-based nitride semiconductors that adopted hexagonal BN-like atomic sheets were investigated with calculations based on density functional theory (DFT). A hybrid exchange-correlation functional and spin–orbit coupling were employed for studies on the band structures. A strong variation in the band gap type, as well as the width, was revealed not only between the monolayer and bulk materials but also between the multilayer systems. An exceptionally wide range of band gaps from 1.39 (bulk) up to 3.59 eV (three layers) was obtained for two-dimensional materials based on ScN. This finding is related to two phenomena: significant contributions of subsurface ions into bands that formed a valence band maximum and pronounced shifts in conduction band positions with respect to the Fermi energy between the multilayer systems. The relatively low values of the work function (below 2.36 eV) predicted for the few-layer YN materials might be considered for applications in electron emission. In spite of the fact that the band gaps of two-dimensional materials predicted with hybrid DFT calculations may be overestimated to some extent, the electronic structure of homo- and heterostructures formed by rare earth nitride semiconductors seems to be an interesting subject for further experimental research. Full article
(This article belongs to the Special Issue Ab Initio Modeling of 2D Semiconductors and Semimetals)
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14 pages, 2757 KB  
Article
Highly Efficient Inverted Organic Light-Emitting Devices with Li-Doped MgZnO Nanoparticle Electron Injection Layer
by Hwan-Jin Yoo, Go-Eun Kim, Chan-Jun Park, Su-Been Lee, Seo-Young Kim and Dae-Gyu Moon
Micromachines 2025, 16(6), 617; https://doi.org/10.3390/mi16060617 - 24 May 2025
Cited by 1 | Viewed by 1883
Abstract
Inverted organic light-emitting devices (OLEDs) have been attracting considerable attention due to their advantages such as high stability, low image sticking, and low operating stress in display applications. To address the charge imbalance that has been known as a critical issue of the [...] Read more.
Inverted organic light-emitting devices (OLEDs) have been attracting considerable attention due to their advantages such as high stability, low image sticking, and low operating stress in display applications. To address the charge imbalance that has been known as a critical issue of the inverted OLEDs, Li-doped MgZnO nanoparticles were synthesized as an electron-injection layer of the inverted OLEDs. Hexagonal wurtzite-structured Li-doped MgZnO nanoparticles were synthesized at room temperature via a solution precipitation method using LiCl, magnesium acetate tetrahydrate, zinc acetate dihydrate, and tetramethylammonium hydroxide pentahydrate. The Mg concentration was fixed at 10%, while the Li concentration was varied up to 15%. The average particle size decreased with Li doping, exhibiting the particle sizes of 3.6, 3.0, and 2.7 nm for the MgZnO, 10% and 15% Li-doped MgZnO nanoparticles, respectively. The band gap, conduction band minimum and valence band maximum energy levels, and the visible emission spectrum of the Li-doped MgZnO nanoparticles were investigated. The surface roughness and electrical conduction properties of the Li-doped MgZnO nanoparticle films were also analyzed. The inverted phosphorescent OLEDs with Li-doped MgZnO nanoparticles exhibited higher external quantum efficiency (EQE) due to better charge balance resulting from suppressed electron conduction, compared to the undoped MgZnO nanoparticle devices. The maximum EQE of 21.7% was achieved in the 15% Li-doped MgZnO nanoparticle devices. Full article
(This article belongs to the Special Issue Photonic and Optoelectronic Devices and Systems, Third Edition)
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