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18 pages, 2432 KB  
Article
Luminescence Efficiency of GAGG:Ce Inorganic Scintillators for X-Ray Imaging Applications
by Anastasios Dimitrakopoulos, Christos Michail, Ioannis Valais, George Fountos, Ioannis Kandarakis and Nektarios Kalyvas
Inorganics 2026, 14(7), 189; https://doi.org/10.3390/inorganics14070189 - 16 Jul 2026
Viewed by 299
Abstract
Single-crystal scintillators are used to convert ionizing radiation into optical photons in various medical imaging applications. A promising material is cerium (Ce)-doped gadolinium aluminum gallium garnet (GAGG:Ce) inorganic scintillator. Three GAGG:Ce 10 × 10 × 10 mm3 crystals of different light yield [...] Read more.
Single-crystal scintillators are used to convert ionizing radiation into optical photons in various medical imaging applications. A promising material is cerium (Ce)-doped gadolinium aluminum gallium garnet (GAGG:Ce) inorganic scintillator. Three GAGG:Ce 10 × 10 × 10 mm3 crystals of different light yield (LY) were exposed in X-ray tube voltage range of 50–140 kVp. Their absolute luminescence efficiency (AE) was experimentally calculated. A theoretical model was employed to simulate the propagation of photons traversing through the crystal mass. The model was utilized to estimate the detector quantum gain (DQG) and the percentage of transmission of the optical photons per elementary thickness k. Their suitability with various optical photodetectors was evaluated by means of the spectral matching factor (SMF). GAGG:Ce presented AE values reaching 60.72 E.U. (where 1 E.U. = 1 μWm−2/(mRs−1)) at 140 kVp. The parameter k ranged from 0.99973 to 0.99980. GAGG:Ce emission spectrum is highly compatible with charged-coupled devices (CCD), complementary metal-oxide semiconductors (CMOS) and silicon photomultipliers (SiPM). These findings may further consolidate the use of GAGG:Ce and could contribute to the future optimization of this inorganic scintillator when applied in X-ray imaging modalities, or as a radiation detector. Full article
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11 pages, 3735 KB  
Article
In Situ Growth of Stable (DPPM)2Cu4I4@TPU Flexible Scintillator Films
by Xianming Cai, Xinxin Miao, Muhammad Bilal, Ruoyu Li, Jing Li and Jun Pan
Sensors 2026, 26(13), 4220; https://doi.org/10.3390/s26134220 - 3 Jul 2026
Viewed by 294
Abstract
Copper(I) halides are promising for X-ray scintillation owing to high luminescence and solution processability, but their poor stability limits practical use. Here we report a zero-dimensional coordinative cluster, (DPPM)2Cu4I4 (DPPM = bis (diphenylphosphino) methane), prepared by a simple [...] Read more.
Copper(I) halides are promising for X-ray scintillation owing to high luminescence and solution processability, but their poor stability limits practical use. Here we report a zero-dimensional coordinative cluster, (DPPM)2Cu4I4 (DPPM = bis (diphenylphosphino) methane), prepared by a simple anti-solvent crystallization that emits bright orange light with an absolute photoluminescence quantum yield of 91.11%. Spectroscopic analysis (long lifetime, large Huang–Rhys factor) indicates self-trapped-exciton dominated radiative recombination. The cluster shows outstanding thermal (stable to ≈362 °C), solvent (stable after 30 d in H2O, EA, EtOH, IPA) and air stability (>60 d), addressing common durability issues of copper(I) halides. Using an in situ growth method, microcrystals of (DPPM)2Cu4I4 were uniformly incorporated into a thermoplastic polyurethane (TPU) matrix to form flexible scintillator films. The composite exhibits a high light yield of 17,064 photons MeV−1 and a spatial resolution of 14 lp mm−1, highlighting its great potential for practical X-ray imaging applications. Full article
(This article belongs to the Special Issue Next-Generation X-Ray Detection and Imaging Materials and Devices)
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10 pages, 12414 KB  
Article
Large-Diameter Growth of Thallium-Based Ternary Halide Tl2HfX6 and Tl2ZrX6: Intrinsic Bright Scintillators for Detection and Imaging
by Rastgo Hawrami, Elsa Ariesanti, Awand Piro and Shariar Motakef
Inorganics 2026, 14(7), 173; https://doi.org/10.3390/inorganics14070173 - 24 Jun 2026
Viewed by 438
Abstract
The search for new bright scintillators with performance close to ideal is the target for many research centers worldwide. This paper presents advanced bright thallium (Tl)-based K2PtCl6-type intrinsic scintillators for detection and imaging applications. Dopant-free Tl-based compounds of Tl [...] Read more.
The search for new bright scintillators with performance close to ideal is the target for many research centers worldwide. This paper presents advanced bright thallium (Tl)-based K2PtCl6-type intrinsic scintillators for detection and imaging applications. Dopant-free Tl-based compounds of Tl2HfX6 and Tl2ZrX6 (X = Cl, Br, or mixed halogens) that were investigated, grown, and published previously are now scaled up to one-inch-diameter crystals. Energy resolutions of 4.1% for Tl2HfCl6, 4.4% for Tl2ZrCl6, 4.8% for Tl2Hf(Cl,Br)6, and 4.1% for Tl2Zr(Cl,Br)6, as well as light yields of 22,300 ph/MeV for Tl2HfCl6, 38,500 ph/MeV for Tl2ZrCl6, 19,000 ph/MeV for Tl2Hf(Cl,Br)6, and 39,900 ph/MeV for Tl2Zr(Cl,Br)6, are measured. These crystals have generally linear responses to gamma-rays above 100 keV. Because of their many favorable attributes, these novel crystals will be beneficial in many gamma-ray detector applications that require better physical densities, Zeff values, energy resolutions, and relative detection efficiency than NaI:Tl, without the constraints of light yield and decay time constants. Full article
(This article belongs to the Section Inorganic Materials)
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22 pages, 2272 KB  
Article
Atmospheric Turbulence Channel Modeling and Performance Analysis of a CO-ZP-OFDM Coherent Optical Communication System for UAV Air-to-Ground Scenarios
by Zheming Zhang, Junbin Lou, Yuanjin Lyu, Fanghui Huang, Dawei Wang, Sixu Lu and Yixin He
Entropy 2026, 28(6), 714; https://doi.org/10.3390/e28060714 - 22 Jun 2026
Viewed by 265
Abstract
This paper targets the air-to-ground (A2G) data backhaul scenario of UAVs and proposes a communication system based on coherent optical zero-padding orthogonal frequency division multiplexing (CO-ZP-OFDM), which unifies atmospheric turbulence scintillation, pointing errors, and Doppler frequency shift into a composite channel model. The [...] Read more.
This paper targets the air-to-ground (A2G) data backhaul scenario of UAVs and proposes a communication system based on coherent optical zero-padding orthogonal frequency division multiplexing (CO-ZP-OFDM), which unifies atmospheric turbulence scintillation, pointing errors, and Doppler frequency shift into a composite channel model. The system employs the Gamma-Gamma (GG) distribution to describe turbulence-induced intensity fluctuations, a Gaussian beam truncation model to characterize pointing errors, and a dual-pilot method to estimate and compensate the Doppler frequency offset. Furthermore, on a polarization-time-frequency (PTF) three-dimensional orthogonal grid pilot structure, we derive theoretical mean square error (MSE) expressions for the zero-forcing (ZF) and minimum mean square error (MMSE) estimators, and analyze their MSE characteristics under the proposed pilot model. Simulation results show that, under moderate turbulence, the shrinkage factor of the MMSE estimator yields only about 0.4 dB MSE reduction over ZF at SNR=10 dB, whereas the full receiver pipeline that combines coherence-bandwidth pilot averaging with the MMSE and maximum ratio combining (MRC) equalizer reduces the empirical MSE by approximately 15 dB. The bit error rate (BER) performance tests indicate that, under turbulence-free conditions with ideal channel estimation, the system can reduce the BER below 104 at an SNR of approximately 12 dB. Under strong turbulence conditions with MMSE channel estimation, the SNR cost required to achieve a BER of 103 is approximately 18 dB, which corresponds to a 3 to 5 dB BER gain over the ZF baseline at the same SNR. Further simulation analysis shows that the average pointing loss is highly sensitive to the angular jitter at the 1 km link distance: an angular jitter of 1 mrad incurs about 18 dB of loss, and a sub-mrad pointing stability (i.e., σjit<0.062 mrad) is required to keep the average pointing loss below 1 dB. Full article
(This article belongs to the Section Information Theory, Probability and Statistics)
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17 pages, 1609 KB  
Article
Convolutional Neural Network-Based Alpha/Beta Pulse Shape Discrimination for Low-Energy Tritium Monitoring in Liquid Scintillation Counting
by Jie Ren, Peng Wang, Ao-Tian Gu, Chunhui Gong and Yi Yang
Technologies 2026, 14(6), 349; https://doi.org/10.3390/technologies14060349 - 10 Jun 2026
Viewed by 362
Abstract
Alpha/beta (α/β) pulse shape discrimination (PSD) in liquid scintillation counting (LSC) is fundamentally limited by the charge comparison method (CCM) at low energies, where the entire tritium (3H) beta spectrum resides (0–18.6 keVee). The CCM figure-of-merit drops below 0.6 in this [...] Read more.
Alpha/beta (α/β) pulse shape discrimination (PSD) in liquid scintillation counting (LSC) is fundamentally limited by the charge comparison method (CCM) at low energies, where the entire tritium (3H) beta spectrum resides (0–18.6 keVee). The CCM figure-of-merit drops below 0.6 in this region, rendering it inadequate for simultaneous tritium and natural uranium alpha monitoring in nuclear power plant (NPP) liquid effluents. We present a one-dimensional convolutional neural network (1D-CNN) trained on an 80,000-waveform physics-based simulation dataset using established scintillation parameters for Ultima Gold AB. The proposed network achieves 97.4% overall classification accuracy and an area under the receiver operating characteristic curve (AUC) of 0.9981 on the held-out test set, representing improvements of 13.8 percentage points and 0.046 AUC over CCM. In the critical 0–18.6 keVee region, CNN accuracy exceeds 95% compared to below 60% for CCM—a greater than 35 percentage point improvement. Pulse amplitude discrimination (PAD), evaluated as a preliminary screening method, exhibits a 6.3% alpha spillover rate into the beta window, exceeding the regulatory limit of 3%. Gradient-weighted class activation maps (Grad-CAM) confirm that the network exploits physically meaningful pulse features rather than simulation artefacts. A comprehensive background suppression strategy combining dual-SiPM coincidence (24× reduction), anti-coincidence guard detector (5.8× reduction), composite passive shielding (10× reduction), and CNN-assisted discrimination reduces the system equivalent background to 1.83 ± 0.12 cpm, yielding a tritium minimum detectable activity (MDA) of 0.21 Bq/mL (10 mL sample, 30 min count), which satisfies the GB 14587 reference limit of 0.5 Bq/mL. After 8-bit post-training quantisation, the model achieves sub-microsecond inference latency on an embedded Xilinx Artix-7 Field-programmable gate array(FPGA), enabling real-time deployment in portable online monitoring systems. Full article
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12 pages, 3035 KB  
Article
Novel Integrated Technology of Pixelized Inorganic Scintillator Wafers for X-Rays and Neutron Detection
by Petr S. Sokolov, Lydia V. Ermakova, Aliaksei G. Bondarau, Petr V. Karpyuk, Valentina G. Smyslova, Alexey M. Sergeev, Ilia Y. Komendo, Vitaly A. Mechinsky, Elizaveta A. Borisevich, Andrey V. Popov, Dmitriy V. Sosnov and Mikhail V. Korzhik
Molecules 2026, 31(12), 2013; https://doi.org/10.3390/molecules31122013 - 9 Jun 2026
Viewed by 427
Abstract
Pixelated detectors based on inorganic scintillation materials are widely used in radiation detection systems for medical imaging and many other fields of science and technology. A substantial application is X-ray scanning using flat-panel detectors (FPDs) for both fluorography and mammography. In this article, [...] Read more.
Pixelated detectors based on inorganic scintillation materials are widely used in radiation detection systems for medical imaging and many other fields of science and technology. A substantial application is X-ray scanning using flat-panel detectors (FPDs) for both fluorography and mammography. In this article, the detection properties of the monolithic planar ceramic scintillation elements are reported for the first time. A high-light yield (Gd,Y)3Al2Ga3O12:Ce,Mg garnet-type scintillation material was used to form square-shaped pixels, while a material of similar composition was used as a substrate. Green bodies were successfully fabricated by a digital light processing (DLP) 3D printing method. Subsequent debinding and pressureless high-temperature sintering resulted in composite elements consisting of two layers with different chemical compositions. The lower bulk layer consisted of transparent, non-luminescent garnet, whereas the upper pixelated layer, with pixel dimensions of 230 × 230 µm, was made of scintillation material. The spatial resolution of the matrices under UV light and alpha-particle excitation was evaluated. It was confirmed that the spatial resolution of the matrices produced by the developed technology is approximately 0.4 times the pixel size. The proven ability of the integrated technology of inorganic scintillation matrix production opens the way for future improvement in spatial resolution through optimizing the printed pixel dimensions. Full article
(This article belongs to the Special Issue Optical Functional Materials: Design, Synthesis and Applications)
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20 pages, 5516 KB  
Article
Development and Performance Assessment of Single- and Double-Layer TbAG:Ce and YAG:Ce Composite Scintillators on GAGG:Ce Substrates for Optimized α–γ Discrimination and Pulse-Shape Analysis
by Abdellah Bachiri, Agnieszka Syntfeld-Każuch, Vitalii Gorbenko, Sandra Witkiewicz-Lukaszek, Tetiana Zorenko, Yurii Syrotych, Lukasz Adamowski, Lukasz Swiderski, Vasyl Stasiv, Yaroslav Zhydachevskyy and Yuriy Zorenko
Materials 2026, 19(10), 2001; https://doi.org/10.3390/ma19102001 - 12 May 2026
Viewed by 512
Abstract
In this work, we report the fabrication and characterization of single-film and double-film composite epitaxial garnet structures based on single-crystalline films (SCFs) and bulk single-crystal (SC) scintillators for enhanced α–γ discrimination in mixed radiation fields. These composite scintillators consist of TbAG:Ce and YAG:Ce [...] Read more.
In this work, we report the fabrication and characterization of single-film and double-film composite epitaxial garnet structures based on single-crystalline films (SCFs) and bulk single-crystal (SC) scintillators for enhanced α–γ discrimination in mixed radiation fields. These composite scintillators consist of TbAG:Ce and YAG:Ce SCFs grown by liquid-phase epitaxy (LPE) on Czochralski-grown Gd3Ga2.5Al2.5O12 (GAGG:Ce) bulk SC substrates. Single- and double-film architectures were designed to optimize the energy absorption and pulse-shape discrimination (PSD) performance for low-penetrating α-particles and high-energy γ-rays. Energy calibration was performed using different γ-ray sources (57Co, 51Cr, and 137Cs), enabling the conversion of detector signals to a calibrated electron-equivalent energy scale (keVee). Integration gates were systematically optimized, yielding maximum figures of merit (FOM) of 1.4 for the GAGG:Ce SC substrate, 1.9 for the single-film composite, and 5.0 for the double-film composite, demonstrating a progressive improvement in α–γ discrimination with increasing structural complexity. Two-dimensional PSD density maps reveal well-separated α and γ events, with the highest separation observed for the double-film composite. These results indicate that the engineering of LPE-grown composites provides tunable scintillation decay profiles, enhanced temporal separation, and increased light yields, making them promising candidates for applications such as mixed radiation field detection, dosimetry, and radiation monitoring. Full article
(This article belongs to the Section Optical and Photonic Materials)
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13 pages, 1817 KB  
Article
Improvement of Cs3Cu2I5 Single-Crystal Growth Process by YCl3 Additives: Cu+ Oxidation Inhibition and Precursor Colloid Stabilization
by Wang Zhou, Tianyun Du, Chunqian Xu and Xiuxun Han
Molecules 2026, 31(8), 1354; https://doi.org/10.3390/molecules31081354 - 20 Apr 2026
Viewed by 705
Abstract
Cs3Cu2I5 single crystals are regarded as promising next-generation scintillators due to their large Stokes shift and low self-absorption characteristics. However, the cost-effective solution growth method faces critical challenges: the instability of colloidal precursors in solutions and the severe [...] Read more.
Cs3Cu2I5 single crystals are regarded as promising next-generation scintillators due to their large Stokes shift and low self-absorption characteristics. However, the cost-effective solution growth method faces critical challenges: the instability of colloidal precursors in solutions and the severe oxidation of Cu+ during crystal growth. This study innovatively introduces yttrium chloride (YCl3) as a dual-functional additive to address both issues simultaneously. The hydrolysis of YCl3 creates a controlled acidic environment, effectively suppressing the oxidation of Cu+; meanwhile, it enhances the stability of colloidal precursors by significantly increasing their surface charge and narrowing the particle size distribution. These synergistic effects enable the rapid growth (approximately 100 h) of near-centimeter-sized Cs3Cu2I5 single crystals with high crystallinity, without the need for inert gas protection. The optimized crystals exhibit exceptional performance: a photoluminescence quantum yield (PLQY) of 93.22% ± 0.47%, a scintillation decay time of 210.04 ns, and a light yield of ~738.14 pe/MeV. This YCl3-mediated growth strategy establishes an efficient approach for the solution-based synthesis of high-quality Cs3Cu2I5 single crystals, holding great significance for advancing high-sensitivity, environment-stable radiation detection applications such as medical diagnostics and nuclear safety monitoring. Full article
(This article belongs to the Special Issue Nanochemistry in Asia)
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12 pages, 4376 KB  
Article
Laser-Induced In Situ Crystallization of Hybrid Manganese(II) Bromide Arrays for X-Ray Imaging
by Zhaoran Lin, Guansheng Xing, Wei Wang and Bing Chen
Sensors 2026, 26(8), 2373; https://doi.org/10.3390/s26082373 - 12 Apr 2026
Viewed by 749
Abstract
Hybrid metal-halide scintillators are promising for X-ray imaging, but direct fabrication of patterned arrays with high spatial precision remains challenging. Here, we report a laser-induced in situ crystallization strategy for constructing pixelated scintillator arrays from a melt-processable manganese(II) bromide glass precursor, (BuTPP)2 [...] Read more.
Hybrid metal-halide scintillators are promising for X-ray imaging, but direct fabrication of patterned arrays with high spatial precision remains challenging. Here, we report a laser-induced in situ crystallization strategy for constructing pixelated scintillator arrays from a melt-processable manganese(II) bromide glass precursor, (BuTPP)2MnBr4 (BuTPP+, butyltriphenylphosphonium). The (BuTPP)2MnBr4 undergoes low-temperature glass formation and can be selectively recrystallized under femtosecond laser irradiation, enabling programmable spatial patterning. Structural analyses confirm the recovery of the crystalline phase after laser writing, while photophysical measurements show markedly enhanced photoluminescence and radioluminescence compared with the glassy state. Benefiting from efficient X-ray-to-light conversion and precise array definition, the patterned scintillators exhibit a high light yield of 24,600 photons MeV−1, an X-ray detection limit of 4.89 µGyair s−1, and a spatial resolution of 10 lp mm−1. This work establishes the laser-induced in situ crystallization strategy as an effective route to integrated hybrid scintillator arrays and offers a versatile platform for customizable and low-temperature processed X-ray imaging devices for imaging uses. Full article
(This article belongs to the Special Issue Next-Generation X-Ray Detection and Imaging Materials and Devices)
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14 pages, 4713 KB  
Article
Investigation of the Microstructure and Scintillation Properties of Ce-Doped CaF2/LiF Eutectics for Thermal Neutron Detection
by Tomoaki Matsuyama, Kei Kamada, Masao Yoshino, Rikito Murakami, Satoshi Ishizawa, Yuui Yokota and Akira Yoshikawa
Materials 2026, 19(6), 1102; https://doi.org/10.3390/ma19061102 - 12 Mar 2026
Viewed by 459
Abstract
With the growing global emphasis on nuclear reactor decommissioning, reliable thermal neutron detection has become increasingly important for ensuring critical safety and for the identification of fuel debris and radioactive waste. In this context, this study developed and characterized a Ce-doped CaF2 [...] Read more.
With the growing global emphasis on nuclear reactor decommissioning, reliable thermal neutron detection has become increasingly important for ensuring critical safety and for the identification of fuel debris and radioactive waste. In this context, this study developed and characterized a Ce-doped CaF2/6LiF (Ce:CaF2/LiF) eutectic scintillator for thermal neutron detection with Ce concentrations ranging from 0.5 to 10 mol%. The eutectic samples were grown by the melt-solidification method, and their crystalline properties were evaluated using inductively coupled plasma mass spectrometry, X-ray diffraction, scanning electron microscopy, and field-emission electron probe microanalysis. Radioluminescence, photoluminescence, transmittance, scintillation decay, and pulse-height measurements were conducted to assess their scintillation performance. Structural characterization revealed a well-defined eutectic microstructure together with several Ce-rich phases. The results of the effective neutron sensitivity demonstrated that the Ce concentration was effectively optimized based on the effective neutron sensitivity: the sample with 1 mol% Ce exhibited the highest neutron sensitivity (approximately 1.5 times that of a Ce:LiCaAlF6 single crystal) and a 1.6-times higher neutron-induced light yield, while maintaining a fast effective decay time of 400 ns. These findings suggest that the Ce:CaF2/LiF eutectic is a promising candidate for high-performance thermal-neutron scintillators for applications in nuclear decommissioning. Full article
(This article belongs to the Section Optical and Photonic Materials)
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16 pages, 9974 KB  
Article
Towards Real-Time Aquatic Monitoring of Strontium-90: Performance Evaluation of CaF2(Eu) and ZnSe(Al,O) Scintillators
by Arjana Kolnikaj, Kelum A. A. Gamage, Olaoluwa Popoola, James Graham and Antonio Di Buono
Sensors 2026, 26(3), 900; https://doi.org/10.3390/s26030900 - 29 Jan 2026
Viewed by 637
Abstract
A compact, in situ beta-spectroscopy approach for real-time monitoring of Strontium-90 (Sr-90) in contaminated groundwater has been investigated. Two inorganic scintillators, CaF2(Eu) and ZnSe(Al,O), were coupled to silicon photomultipliers (SiPMs) and evaluated experimentally using custom front-end electronics. This was also modelled [...] Read more.
A compact, in situ beta-spectroscopy approach for real-time monitoring of Strontium-90 (Sr-90) in contaminated groundwater has been investigated. Two inorganic scintillators, CaF2(Eu) and ZnSe(Al,O), were coupled to silicon photomultipliers (SiPMs) and evaluated experimentally using custom front-end electronics. This was also modelled with Monte Carlo simulations using the Geant4 toolkit. Although simulations correctly predicted ZnSe(Al,O) has an advantage due to its higher light yield and optical transport, experimental measurements additionally revealed practical limitations of the readout electronics which were not captured in the simulation model. ZnSe(Al,O) showed excellent agreement with the simulated detector response (R2 ≈ 0.86; χ2/NDF ≈ 27). It also attains a higher relative detection efficiency (∼61.5%), yielding faithful capture of the composite Sr-90/Y-90 spectrum with only minor suppression at the extreme high-energy tail. CaF2(Eu) exhibits a deficit at low-mid energies and an apparent enhancement in the high-energy tail. This is consistent with threshold and photon-statistics losses and leads to poorer agreement with simulation (χ2/NDF ≈ 179) and lower overall efficiency (∼22.7%). These findings identify ZnSe(Al,O) as the stronger candidate for an underwater, in situ Sr-90 beta-spectroscopy system and motivate targeted optimisation of SiPM coupling and crystal-edge reflectivity in future designs. Full article
(This article belongs to the Section Intelligent Sensors)
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13 pages, 9612 KB  
Communication
Lanthanide-Doped Cs2ZrCl6 Perovskite Nanocrystals for Multimode Anti-Counterfeiting Application
by Longbin You, Qixin Wang, Yuting Liao, Xiaotian Zhu, Keyuan Ding and Xian Chen
Nanomaterials 2026, 16(1), 68; https://doi.org/10.3390/nano16010068 - 2 Jan 2026
Cited by 1 | Viewed by 1387
Abstract
The escalating prevalence of counterfeiting and forgery has imposed unprecedented demands on advanced anti-counterfeiting technologies. Traditional luminescent materials, relying on single-mode or static emission, are inherently vulnerable to replication using commercially available phosphors or simple spectral blending. Multimode luminescent materials exhibiting excitation wavelength-dependent [...] Read more.
The escalating prevalence of counterfeiting and forgery has imposed unprecedented demands on advanced anti-counterfeiting technologies. Traditional luminescent materials, relying on single-mode or static emission, are inherently vulnerable to replication using commercially available phosphors or simple spectral blending. Multimode luminescent materials exhibiting excitation wavelength-dependent emission offer significantly higher encoding capacity and forgery resistance. Herein, we report the colloidal synthesis of lanthanide-doped Cs2ZrCl6 nanocrystals (Ln3+ = Tb, Eu, Pr, Sm, Dy, Ho) via a robust hot-injection route. These nanocrystals universally exhibit efficient host-to-guest energy transfer from self-trapped excitons (STEs) under 254 nm, yielding sharp characteristic Ln3+ f–f emission alongside the intrinsic broadband STE luminescence. Critically, Tb3+ enables direct 4f → 5d excitation at ~275 nm, while Eu3+ introduces a low-energy Eu3+ ← Cl LMCT band at ~305 nm, completely bypassing STE emission. Due to their multimode luminescent characteristics, we fabricate a triple-mode anti-counterfeiting label displaying different colors under different types of excitation. These findings establish a breakthrough excitation-encoded multimode platform, offering potential applications for next-generation photonic security labels, scintillation detectors, and solid-state lighting applications. Full article
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20 pages, 5344 KB  
Article
Photoluminescence and Scintillation Properties of Ce3+-Doped GdBO3 Nanoscintillator Sensors: Effect of Some Synthesis Parameters
by Lakhdar Guerbous, Mourad Seraiche, Ahmed Rafik Touil, Zohra Akhrib and Rachid Mahiou
Micromachines 2026, 17(1), 34; https://doi.org/10.3390/mi17010034 - 28 Dec 2025
Cited by 1 | Viewed by 768
Abstract
Cerium (Ce3+)-doped gadolinium orthoborate (GdBO3) phosphor powders were synthesized via an aqueous sol–gel route, with systematic variation in solution pH (2, 5, and 8) and annealing temperature (600–1200 °C, in 100 °C increments) to investigate their influence on structural, [...] Read more.
Cerium (Ce3+)-doped gadolinium orthoborate (GdBO3) phosphor powders were synthesized via an aqueous sol–gel route, with systematic variation in solution pH (2, 5, and 8) and annealing temperature (600–1200 °C, in 100 °C increments) to investigate their influence on structural, optical, and scintillation properties. The materials were comprehensively characterized using thermogravimetric and differential thermal analysis (TG–DTA) to assess thermal behavior, X-ray diffraction (XRD) for crystal structure determination, Fourier-transform infrared spectroscopy (FTIR) for vibrational analysis, and both photoluminescence (PL) and radioluminescence (RL) spectroscopies to evaluate optical and scintillation performance. All samples crystallized in the hexagonal GdBO3 vaterite phase (space group P63/mcm). The PL and RL emission spectra were consistent with the Ce3+ 5d–4f transitions, and scintillation yields under X-ray excitation were quantified relative to a standard Gadox phosphor. A decrease in photoluminescence quantum yield (PLQY) was observed at annealing temperatures above 800 °C, which is attributed to the incorporation of Ce3+ into the host lattice. Scintillation decay profiles were recorded, enabling extraction of timing kinetics parameters. Overall, the results reveal clear correlations between synthesis conditions, structural evolution, and luminescence behavior, providing a rational basis for the optimization of Ce3+-doped GdBO3 phosphors for scintillation applications. Full article
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15 pages, 10604 KB  
Article
From Light to Energy: Machine Learning Algorithms for Position and Energy Deposition Estimation in Scintillator–SiPM Detectors
by Yoav Simhony, Alex Segal, Ofer Amrani and Erez Etzion
Sensors 2026, 26(1), 101; https://doi.org/10.3390/s26010101 - 23 Dec 2025
Viewed by 1117
Abstract
Scintillator-SiPM Particle Detectors (SSPDs) are compact, low-power devices with applications including particle physics, underground tomography, cosmic-ray studies, and space instrumentation. They are based on a prism-shaped scintillator with corner-mounted SiPMs. Previous work has demonstrated that analytic algorithms based on a physical model of [...] Read more.
Scintillator-SiPM Particle Detectors (SSPDs) are compact, low-power devices with applications including particle physics, underground tomography, cosmic-ray studies, and space instrumentation. They are based on a prism-shaped scintillator with corner-mounted SiPMs. Previous work has demonstrated that analytic algorithms based on a physical model of light propagation can reconstruct particle impinging positions and tracks and estimate deposited energy and Linear Energy Transfer (LET) with moderate accuracy. In this study, we enhance this approach by applying machine learning (ML) methods, specifically gradient boosting techniques, to improve the accuracy of spatial location and energy deposition estimation. Using the GEANT4 simulation toolkit, we simulated cosmic muons and energetic oxygen ions traversing an SSPD, and we trained XGBoost and LightGBM models to predict particle impinging positions and deposited energy. Both algorithms outperformed the analytic baseline. We further investigated hybrid strategies, including hybrid boosting and probing. While hybrid boosting provided no significant improvement, probing yielded measurable gains in both position and LET estimation. These results suggest that ML-driven reconstruction provides a powerful enhancement to SSPD performance. Full article
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16 pages, 2348 KB  
Article
Plastic Scintillating Fiber Mesh Array Detector for Two-Dimensional Gamma-Ray Source Localization Using an Artificial Neural Network
by Jinhong Kim, Sangjun Lee, Jae Hyung Park, Seunghyeon Kim, Seung Hyun Cho, Chulhaeng Huh and Bongsoo Lee
Photonics 2025, 12(12), 1227; https://doi.org/10.3390/photonics12121227 - 12 Dec 2025
Viewed by 734
Abstract
In this study, a two-dimensional gamma-ray source localization system using a mesh array of plastic scintillating fibers and an artificial neural network is presented. The system covers a 200 cm by 100 cm area using SCSF-78 multi-cladded fibers. A novel U-shaped fiber topology [...] Read more.
In this study, a two-dimensional gamma-ray source localization system using a mesh array of plastic scintillating fibers and an artificial neural network is presented. The system covers a 200 cm by 100 cm area using SCSF-78 multi-cladded fibers. A novel U-shaped fiber topology connects both fiber ends to one side, requiring only two data-acquisition systems. Silicon photomultiplier arrays measure fast time-of-flight under optimized operating conditions to maximize signal yield. An independent artificial neural network model map measured time-of-flight values to spatial coordinates, compensating for systematic non idealities. Performance was validated using a Cesium-137 source at 20 random test positions. The artificial neural network method achieved a mean full-scale error of 4.6%. This demonstrated a 79.34% accuracy improvement over direct theoretical calculation, which had a mean full-scale error of 22.5%. The system showed consistent performance, achieving a two-dimensional standard deviation of 0.492 cm during repeatability assessment. This methodology provides a practical, efficient approach to two-dimensional radiation source localization suitable for real time monitoring and contamination mapping. Full article
(This article belongs to the Special Issue Advancements in Optical Measurement Techniques and Applications)
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