BetaCitation Atlas

RESEARCH PAPER · Science China Materials · 2023

A prediction-driven database to enable rapid discovery of nonlinear optical materials

Congwei Xie, Evgenii Tikhonov, Dongdong Chu, Mengfan Wu, Ivan A. Kruglov, Shilie Pan, Zhihua Yang

Read original paper ↗

See where this research leads.

46 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-12 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

A prediction-driven database to enable rapid discovery of nonlinear optical materialsOriginalRoom-Temperature Phase Transition Material with Switchable Second-Order Nonlinear Optical Properties9Machine learning regression model for predicting the band gap of multi-elements nonlinear optical crystals17Old tree blossoms anew: Research progress on the structures and optical properties of ultraviolet selenites56Fluorine-driven materials design of novel deep-ultraviolet nonlinear optical crystal materials: Research progress and challenges6A Machine-Learning-Assisted Crystalline Structure Prediction Framework To Accelerate Materials Discovery19From B 3 O 3 (OH) 3 to B 3 O 3 F 3 : Uncovering Series of New Functional Units Based on [BO 2 F] Beneficial for Deep‐Ultraviolet Birefringence1Graph neural network guided design of novel deep-ultraviolet optical materials with high birefringence23Crystal Structure Design and Synthesis of Noncentrosymmetric Superconductors in Intercalation-Induced Transition Metal Dichalcogenides0Rb 1.87 Cs 1.13 B 8 O 13 (NO 3 ): a new acentric borate-nitrate with two types of three-dimensional interpenetrating lattices1Artificial intelligence guided search for van der Waals materials with high optical anisotropy7A potential UV nonlinear-optical crystal with a strong second-harmonic response: RbNa 2 Eu 2 (BO 3 ) 35Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening11Anion ratio-directed design of CaB 4 O 5 F 4 and CaB 6 O 8 F 4 : [BO 3 ]/[BO 2 F 2 ] hybridization tailoring deep-ultraviolet nonlinear optical performance2新型非线性光学晶体和双折射晶体的研究进展（特邀）4Accelerating Discovery of Infrared Nonlinear Optical Materials with High Lattice Thermal Conductivity: Combining Machine Learning and First‐Principles Calculations10New Ways to Discover Novel Nonlinear Optical Materials: Scaling Machine Learning with Chemical Descriptors Information20K2PbB5P3O17: A Mixed-Coordinated Borophosphate with Enhanced Birefringence Driven by the [B2O5] Unit5Prediction of New Functional Fluorooxoborates with Expected Anionic Framework: A Case of CaB3O5F4AI4NLO: An Integrated Data Platform for Machine Learning-Driven Exploration of Inorganic Nonlinear Optical Materials8Designing High-Performance Short-Wave UV Tellurium-Based Mixed Halides Birefringent Crystals via Halogen Substitution Engineering4First principle analysis of the electronic structure and optoelectronic properties of glycine copper chloride (GCC) and gadolinium doped glycine copper chloride (Gd: GCC) single crystals0Two-dimensional graphene-like BeO sheet: a promising deep-ultraviolet nonlinear optical material with strong and highly tunable second harmonic generation5Stepwise Substitution Strategy for Beryllium-Based Selenites with Enhanced SHG Response, Moderate Birefringence, and Short UV Cutoff Edges6Symmetry‐Aware Equivariant Network for Discovering SHG‐Active Materials5Screening practical nonlinear optical crystals by using graph neural networks0High‐Throughput Discovery of Large Birefringence Materials in Mixed‐N Hf‐O Systems0Novel [BO 2 ] superhalogen module-enabled deep-ultraviolet nonlinear optical material: rational design for tailored birefringence and phase matching0Navigating the Landscape of Next-Generation Nonlinear Optical Materials Discovery: Opportunities and Challenges Driven by Artificial Intelligence4Computational design of new DUV NLO fluorooxoborates with [BO 3 ] : [BO 3 F] = 2 : 1 via an anionic framework dimensionality-fixed strategy0Polymerization-enhanced optical anisotropy in selenites: a trimeric [H 2 Se 3 O 7 ] motif delivering large UV birefringence0InO6X (X = Cl, Br): distinct functional motif family for nonlinear optical materials5Functional Unit Design of Deep‐UV NLO Crystals With Short Phase‐Matching and Large SHG Response22Self-optimizing machine learning potential assisted automated workflow for highly efficient complex systems material design13Normalized Descriptor for Unbiased Screening of Second-Order Nonlinear Optical Materials3Artificial intelligence-enabled chiral functional materials design4Accelerating the discovery of athermal deep-ultraviolet nonlinear optical crystals via physics-informed herarchical graph learning1Minimizing Oscillator Strength: A Strategy for Engineering Deep-Ultraviolet Nonlinear Optical Crystals with Optimized Refractive-Index Dispersion0Interpretable Machine Learning for Bandgap Prediction and Descriptor‐Guided Design Rules of Phosphates1Design of deep-ultraviolet nonlinear optical BePNO2 guided by non-π-conjugated NLO-active unit0Toward the vacuum-ultraviolet frontier in nonlinear optical frequency conversion: phase-matching mechanisms across dimensions and architectures2Prediction of deep-ultraviolet nonlinear optical material in borosilicate system: a case of RbSiB3O70Uma abordagem com autoencoders variacionais condicionais para geração de materiais NLO com bandgap alvo0Accelerating the Discovery of Deep-Ultraviolet Nonlinear Optical Materials by Combining Machine Learning Interatomic Potentials with First-Principles Calculations: A Case of LiB2O3F0Attention-based composition learning for thermodynamic and electronic property prediction in inorganic materials0AlGaS3: a wide band gap ternary diamond-like infrared nonlinear optical material with high laser-induced damage threshold1Coordination chemistry of Sb(III)-based optical crystals: from lone-pair-induced distortion to birefringence and second-harmonic generation0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

46 direct citing papers saved.

  1. Room-Temperature Phase Transition Material with Switchable Second-Order Nonlinear Optical Properties

    ACS Applied Materials & Interfaces · 2024-05-07

    Yan-Ling Luo, Lin Zhou, Yong‐Ju Bai, Xiaoyun Huang, Xuan Zhu, Xin Yan, Xin Deng, Yanjuan Wang, Hui‐Peng Lv, Yuan‐Yuan Tang

    Read original paper ↗ ·

  2. Machine learning regression model for predicting the band gap of multi-elements nonlinear optical crystals

    Computational Materials Science · 2024-05-22

    Yaohui Yin, Wang Ai, Zhixin Sun, Chao Xin, Guangyong Jin

    Read original paper ↗ ·

  3. Old tree blossoms anew: Research progress on the structures and optical properties of ultraviolet selenites

    Coordination Chemistry Reviews · 2024-06-15

    Pengfei Li, Chun‐Li Hu, Jiang‐Gao Mao, Fang Kong

    Read original paper ↗ ·

  4. Fluorine-driven materials design of novel deep-ultraviolet nonlinear optical crystal materials: Research progress and challenges

    Chinese Science Bulletin (Chinese Version) · 2024-07-01

    Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  5. A Machine-Learning-Assisted Crystalline Structure Prediction Framework To Accelerate Materials Discovery

    ACS Applied Materials & Interfaces · 2024-07-08

    Ran An, Congwei Xie, Dongdong Chu, Fuming Li, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  6. From B 3 O 3 (OH) 3 to B 3 O 3 F 3 : Uncovering Series of New Functional Units Based on [BO 2 F] Beneficial for Deep‐Ultraviolet Birefringence

    European Journal of Inorganic Chemistry · 2024-10-04

    Kewang Zhang, Dongdong Chu, Juanjuan Lu, Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  7. Graph neural network guided design of novel deep-ultraviolet optical materials with high birefringence

    Science China Materials · 2024-10-22

    Ivan A. Kruglov, Liudmila A. Bereznikova, Congwei Xie, Dongdong Chu, Ke Li, Evgenii Tikhonov, Abudukadi Tudi, Arslan Mazitov, Min Zhang, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  8. Crystal Structure Design and Synthesis of Noncentrosymmetric Superconductors in Intercalation-Induced Transition Metal Dichalcogenides

    Inorganic Chemistry · 2024-11-19

    Jiexi Song, Yanqing Qin, Xinyu Chen, Diwei Shi, Fuqiang Yang, Chongde Cao

    Read original paper ↗ ·

  9. Rb 1.87 Cs 1.13 B 8 O 13 (NO 3 ): a new acentric borate-nitrate with two types of three-dimensional interpenetrating lattices

    New Journal of Chemistry · 2024-11-20

    Changyou Liu, Xu Liu, Qiuyuan Feng, Ketian Hou, Bei Zhang, Juanjuan Lu

    Read original paper ↗ ·

  10. Artificial intelligence guided search for van der Waals materials with high optical anisotropy

    Materials Horizons · 2024-12-20

    Liudmila A. Bereznikova, Ivan A. Kruglov, Georgy A. Ermolaev, I. E. Trofimov, Congwei Xie, Arslan Mazitov, Gleb I. Tselikov, Anton A Minnekhanov, Alexey P. Tsapenko, Maxim Povolotsky, Davit Ghazaryan, Aleksey V. Arsenin, Valentyn S. Volkov, Kostya S. Novoselov

    Read original paper ↗ ·

  11. A potential UV nonlinear-optical crystal with a strong second-harmonic response: RbNa 2 Eu 2 (BO 3 ) 3

    Inorganic Chemistry Frontiers · 2025-01-01

    Dan Li, Jingyu Shang, Ming Gao, Jiangtao Fan, Zhangui Hu, Ping Peng, Yicheng Wu

    Read original paper ↗ ·

  12. Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening

    Journal of Materials Chemistry C · 2025-01-01

    Victor Trinquet, Matthew L. Evans, Gian‐Marco Rignanese

    Read original paper ↗ ·

  13. Anion ratio-directed design of CaB 4 O 5 F 4 and CaB 6 O 8 F 4 : [BO 3 ]/[BO 2 F 2 ] hybridization tailoring deep-ultraviolet nonlinear optical performance

    Journal of Materials Chemistry C · 2025-01-01

    Ke Li, Abudukadi Tudi, Congwei Xie, Wenqi Jin, Linlin Liu, Miriding Mutailipu, Kenneth Reinhard Poeppelmeier, Fangfang Zhang, Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  14. 新型非线性光学晶体和双折射晶体的研究进展（特邀）

    Chinese Journal of Lasers · 2025-01-01

    韩树娟 Han Shujuan, 杨志华 Yang Zhihua, 张方方 Zhang Fangfang, 李广卯 Li Guangmao, 李俊杰 Li Junjie, 吴雅博 Wu Yabo, 储冬冬 Chu Dongdong, 程孟 Cheng Meng, 张文彬 Zhang Wenbin, 丁文 Ding Wen, 潘世烈 Pan Shilie

    Read original paper ↗ ·

  15. Accelerating Discovery of Infrared Nonlinear Optical Materials with High Lattice Thermal Conductivity: Combining Machine Learning and First‐Principles Calculations

    Advanced Optical Materials · 2025-01-29

    Qing‐Yu Liu, Ran An, Chenxu Li, Dongdong Chu, Zhao Wang, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  16. New Ways to Discover Novel Nonlinear Optical Materials: Scaling Machine Learning with Chemical Descriptors Information

    Small · 2025-02-04

    Ran An, Hongshan Wang, Congwei Xie, Mengfan Wu, Dongdong Chu, Wenqi Jin, Junjie Li, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  17. K2PbB5P3O17: A Mixed-Coordinated Borophosphate with Enhanced Birefringence Driven by the [B2O5] Unit

    Inorganic Chemistry · 2025-02-24

    Huanhuan Cheng, Meng Cheng, Abudukadi Tudi, Xueling Hou

    Read original paper ↗ ·

  18. Prediction of New Functional Fluorooxoborates with Expected Anionic Framework: A Case of CaB3O5F

    Chinese Physics Letters · 2025-02-24

    Ke-Wang Zhang, Wen-Qi 文琪 Jin 靳, Ke 珂 Li 李, Abudukadi Tudi, Linlin Liu, Congwei Xie, Yu Xie

    Read original paper ↗ ·

  19. AI4NLO: An Integrated Data Platform for Machine Learning-Driven Exploration of Inorganic Nonlinear Optical Materials

    Communications in Computational Chemistry · 2025-04-16

    Zhaoxi Yu, Shubo Zhang, Ding Peng, Zhan-Yun Zhang, Yue Chen, Lin Fang Shen

    Read original paper ↗ ·

  20. Designing High-Performance Short-Wave UV Tellurium-Based Mixed Halides Birefringent Crystals via Halogen Substitution Engineering

    Crystal Growth & Design · 2025-06-24

    Xiang Mao, Yu Yan, Yingzi Zhang, Xuehua Dong, Ling Huang, Liling Cao, Daojiang Gao, Guohong Zou

    Read original paper ↗ ·

  21. First principle analysis of the electronic structure and optoelectronic properties of glycine copper chloride (GCC) and gadolinium doped glycine copper chloride (Gd: GCC) single crystals

    Next research. · 2025-06-25

    Tariq Mustafa, Nisha Devi, Mitesh B. Solanki, Bharat B. Parekh, K. K. Bamzai

    Read original paper ↗ ·

  22. Two-dimensional graphene-like BeO sheet: a promising deep-ultraviolet nonlinear optical material with strong and highly tunable second harmonic generation

    Science China Materials · 2025-11-06

    Linlin Liu, Congwei Xie, Abudukadi Tudi, Keith T. Butler, Zhihua Yang

    Read original paper ↗ ·

  23. Stepwise Substitution Strategy for Beryllium-Based Selenites with Enhanced SHG Response, Moderate Birefringence, and Short UV Cutoff Edges

    Chemistry of Materials · 2025-11-17

    Yurui Wang, Xuehua Dong, Wei Zeng, Ling Huang, Zhien Lin, Hongmei Zeng, Guohong Zou

    Read original paper ↗ ·

  24. Symmetry‐Aware Equivariant Network for Discovering SHG‐Active Materials

    Advanced Functional Materials · 2025-11-20

    Liudmila A. Klimova, Ivan S. Trofimov, Wenqi Jin, Qi Song, Aleksey V. Arsenin, Congwei Xie, Ivan A. Kruglov, Valentyn S. Volkov

    Read original paper ↗ ·

  25. Screening practical nonlinear optical crystals by using graph neural networks

    Physical Review Materials · 2025-12-10

    Xiang Li, Zhen Guan, ZhenHua Li, Hong-gang Luo, Zhi-Ming Yu

    Read original paper ↗ ·

  26. High‐Throughput Discovery of Large Birefringence Materials in Mixed‐N Hf‐O Systems

    European Journal of Inorganic Chemistry · 2025-12-11

    Wangfei Che, Tingwen Han, Evgenii Tikhonov, Abudukadi Tudi

    Read original paper ↗ ·

  27. Novel [BO 2 ] superhalogen module-enabled deep-ultraviolet nonlinear optical material: rational design for tailored birefringence and phase matching

    Journal of Materials Chemistry C · 2025-12-18

    Aqsa Munawar, Abudukadi Tudi, Ke Li, Changyou Liu, Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  28. Navigating the Landscape of Next-Generation Nonlinear Optical Materials Discovery: Opportunities and Challenges Driven by Artificial Intelligence

    Accounts of Materials Research · 2025-12-30

    Ran An, Dongdong Chu, Congwei Xie, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  29. Computational design of new DUV NLO fluorooxoborates with [BO 3 ] : [BO 3 F] = 2 : 1 via an anionic framework dimensionality-fixed strategy

    Dalton Transactions · 2026-01-01

    Yajie Qi, Kewang Zhang, Xin Su, Abudukadi Tudi, Wenqi Jin, Congwei Xie

    Read original paper ↗ ·

  30. Polymerization-enhanced optical anisotropy in selenites: a trimeric [H 2 Se 3 O 7 ] motif delivering large UV birefringence

    Inorganic Chemistry Frontiers · 2026-01-01

    Xize Zhan, Gangji Yi, Xuan Zou, Gen Li, Lu Liu, Jiarong Lv, Hongmei Zeng, Zhien Lin, Guohong Zou

    Read original paper ↗ ·

  31. InO6X (X = Cl, Br): distinct functional motif family for nonlinear optical materials

    Science China Materials · 2026-01-04

    Dan-Dan Zhou, Chunli Hu, Bingxuan Li, Jianggao Mao, Fang Kong

    Read original paper ↗ ·

  32. Functional Unit Design of Deep‐UV NLO Crystals With Short Phase‐Matching and Large SHG Response

    Advanced Materials · 2026-01-19

    Abudukadi Tudi, Meng Cheng, Congwei Xie, Shujuan Han, Shilie Pan, Zhihua Yang

    Read original paper ↗ ·

  33. Self-optimizing machine learning potential assisted automated workflow for highly efficient complex systems material design

    npj Computational Materials · 2026-01-26

    Jiaxiang Li, Junwei Feng, Jie Luo, Bowen Jiang, Xiangyu Zheng, Qi Song, Jian Lv, Keith T. Butler, Hanyu Liu, Congwei Xie, Yu Xie, Yanming Ma

    Read original paper ↗ ·

  34. Normalized Descriptor for Unbiased Screening of Second-Order Nonlinear Optical Materials

    ACS Photonics · 2026-02-21

    A. Nyíri, Michael J. Waters, James M. Rondinelli

    Read original paper ↗ ·

  35. Artificial intelligence-enabled chiral functional materials design

    Science China Materials · 2026-02-27

    Hongli Zhang, Gang Zou

    Read original paper ↗ ·

  36. Accelerating the discovery of athermal deep-ultraviolet nonlinear optical crystals via physics-informed herarchical graph learning

    Optics Express · 2026-04-07

    Meng Shi, Chuwen Tang, Shengping Xu, Jy Zhao

    Read original paper ↗ ·

  37. Minimizing Oscillator Strength: A Strategy for Engineering Deep-Ultraviolet Nonlinear Optical Crystals with Optimized Refractive-Index Dispersion

    Chemistry of Materials · 2026-04-13

    Paipai Zhang, Fh Li, Wenhu Wang, Zhihua Yang

    Read original paper ↗ ·

  38. Interpretable Machine Learning for Bandgap Prediction and Descriptor‐Guided Design Rules of Phosphates

    Advanced Intelligent Discovery · 2026-04-21

    Wenhu Wang, Abudukadi Tudi, Ran An, Zhihua Yang

    Read original paper ↗ ·

  39. Design of deep-ultraviolet nonlinear optical BePNO2 guided by non-π-conjugated NLO-active unit

    Computational Materials Today · 2026-07-08

    Jiaxiang Li, Junwei Feng, Wenqi Jin, Qi Song, Congwei Xie, Yu Xie

    Read original paper ↗ ·

  40. Toward the vacuum-ultraviolet frontier in nonlinear optical frequency conversion: phase-matching mechanisms across dimensions and architectures

    Progress in Materials Science · 2026-07-09

    Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  41. Prediction of deep-ultraviolet nonlinear optical material in borosilicate system: a case of RbSiB3O7

    Science China Materials · 2026-07-10

    Xiaoyu Wu, Olga Reutova, Linlin Liu, Wenqi Jin, Abudukadi Tudi, Jidong Zhang, Congwei Xie, Zhihua Yang

    Read original paper ↗ ·

  42. Uma abordagem com autoencoders variacionais condicionais para geração de materiais NLO com bandgap alvo

    Unknown journal · 2026-07-19

    André Lopes, Carlos Eduardo de Souza Santos, Rosiane de Freitas

    Read original paper ↗ ·

  43. Accelerating the Discovery of Deep-Ultraviolet Nonlinear Optical Materials by Combining Machine Learning Interatomic Potentials with First-Principles Calculations: A Case of LiB2O3F

    Crystal Growth & Design · 2026-08-13

    Yifan Wang, Abudukadi Tudi, Wenqi Jin, Qi Song, Jiaxiang Li, YingXing Cheng, Congwei Xie, Zhihua Yang, Shilie Pan

    Read original paper ↗ ·

  44. Attention-based composition learning for thermodynamic and electronic property prediction in inorganic materials

    Next Materials · 2026-08-25

    Purnachary M, Avula Edukondalu, T. Adilakshmi

    Read original paper ↗ ·

  45. AlGaS3: a wide band gap ternary diamond-like infrared nonlinear optical material with high laser-induced damage threshold

    Science China Materials · 2026-09-04

    Yunfei Shi, Hongshan Wang, Yu Chu, Xin Su, Zhenglong Li, Juanjuan Lu, Ailijiang Abudurusuli, Junjie Li, Shilie Pan

    Read original paper ↗ ·

  46. Coordination chemistry of Sb(III)-based optical crystals: from lone-pair-induced distortion to birefringence and second-harmonic generation

    Coordination Chemistry Reviews · 2026-10-06

    Liyi Zhang, Pei Liu, Liling Cao, Ling Huang, Xuehua Dong, Guohong Zou

    Read original paper ↗ ·
Citation Atlas · A map of research, not a ranking.