Methods, progresses, and opportunities of materials informatics

InfoMat, Год журнала: 2023, Номер 5(8)

Опубликована: Июнь 1, 2023

Abstract As an implementation tool of data intensive scientific research methods, machine learning (ML) can effectively shorten the and development (R&D) cycle new materials by half or even more. ML shows great potential in combination with other technologies, especially processing classification large amounts material from theoretical calculation experimental characterization. It is very important to systematically understand ideas informatics accelerate exploration materials. Here, we provide a comprehensive introduction most commonly used modeling methods classic cases. Then, review latest progresses prediction models, which focus on processing–structure–properties–performance (PSPP) relationships some popular systems, such as perovskites, catalysts, alloys, two‐dimensional materials, polymers. In addition, summarize recent pioneering researches innovation technology, inverse design, interatomic potentials, microtopography characterization assistance, directions informatics. Finally, comprehensively significant challenges outlooks related future field This provides critical concise appraisal for applications informatics, systematic coherent guidance scientists choose based required technologies.

Язык: Английский

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Perspectives and challenges in circularly polarized luminescence of lanthanide(III) complexes: From solution-based systems to solid-state applications

Coordination Chemistry Reviews, Год журнала: 2024, Номер 523, С. 216279 - 216279

Опубликована: Окт. 16, 2024

Язык: Английский

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Luminescent nanomaterials based covert tags for anti-counterfeiting applications: A review

Advances in Colloid and Interface Science, Год журнала: 2025, Номер unknown, С. 103480 - 103480

Опубликована: Март 1, 2025

Язык: Английский

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Towards opto-structural parameters to enhance the circularly polarized luminescence brightness of Eu^III β-diketone complexes with chiral auxiliary ligands

Journal of Materials Chemistry C, Год журнала: 2024, Номер 12(14), С. 5097 - 5107

Опубликована: Янв. 1, 2024

Tuning the overall emission quantum yield ( ϕ LLn), dissymmetry factor g lum ), as well CPL brightness by changing electronic structure and microsymmetry of Eu III coordination polyhedron.

Язык: Английский

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Upconversion luminescence and temperature sensing performance of Zn2+-doped Ba2GdAlO5: Yb3+, Er3+ phosphors

Ceramics International, Год журнала: 2024, Номер 50(12), С. 21083 - 21091

Опубликована: Март 18, 2024

Язык: Английский

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Cryogenic magnetocaloric effect of rare-earth halide perovskites CsEuCl3 and CsEuBr3

Journal of Applied Physics, Год журнала: 2025, Номер 137(10)

Опубликована: Март 12, 2025

Adiabatic demagnetization refrigeration (ADR) offers a compelling alternative to traditional ultra-low temperature technologies by eliminating the reliance on scarce 3He and gravitational constraints. The key of ADR development is find magnetic refrigerants with exceptional magnetocaloric properties. In this study, polycrystalline CsEuCl3 CsEuBr3 halide perovskites were synthesized simple solid-phase reaction method. crystallizes in tetragonal structure, while forms an orthorhombic both exhibiting distorted perovskite structures. undergoes antiferromagnetic ordering at TN ∼ 1.1 K, whereas shows no above 0.4 K. Curie–Weiss fitting analysis reveals interactions compounds, displaying stronger coupling. maximum entropy change (−ΔSM) values under field changes 0–2 T 0–5 are 22.4 38.6 J kg−1 K−1 1.4 K for CsEuCl3, 15.7 26.4 CsEuBr3, respectively. These findings underscore potential as promising candidates cryogenic applications.

Язык: Английский

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Recent progress in lanthanide-based metal halide perovskites: Synthesis, properties, and applications

Optical Materials X, Год журнала: 2023, Номер 18, С. 100238 - 100238

Опубликована: Май 1, 2023

Metal halide perovskites (MHPs) have recently attracted significant interest, owing to their excellent optoelectronic properties and diverse applications, including photovoltaics, solid-state lighting emitting diodes (LEDs), other applications. However, the toxic nature of lead-based MHPs, lanthanide-based MHPs emerged as an alternative, leading new opportunities for emerging such in near-infrared (NIR) imaging, NIR cameras, white LEDs, information encryption. Moreover, lanthanide doping significantly enhances stability optical MHPs. In this review, we attempted overview state-of-the-art synthesis strategies investigate structural, Furthermore, several applications solar cells, temperature sensors are discussed along with outlooks future directions.

Язык: Английский

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Sustainability aggrandized performance of [Sm-Eu-Tm]:CsPbI1.8Br1.2 perovskite material in fully ambient solar cells, supercapacitors, and electro-catalysis

Materials Science and Engineering B, Год журнала: 2024, Номер 301, С. 117153 - 117153

Опубликована: Янв. 7, 2024

Язык: Английский

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Multicolor emission from lanthanide ions doped lead-free Cs3Sb2Cl9 perovskite nanocrystals

Journal of Rare Earths, Год журнала: 2023, Номер 42(5), С. 940 - 946

Опубликована: Июнь 7, 2023

Язык: Английский

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Complex extraction of rare earth elements from nitrate solutions with a tri-n-octylamine-octanoic acid bifunctional ionic liquid

Journal of Molecular Liquids, Год журнала: 2023, Номер 390, С. 123073 - 123073

Опубликована: Сен. 15, 2023

Язык: Английский

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