By Mr Tong Xie

Journal articles

Zhao Z; Tan F; Xie T; Chen W; Yu JP; Ye YP; Liao Z; Xu G; Lee B; Jiang YB; Li Z, 2026, 'Automated distillation of composition–processing–structure–performance linkages from fragmented and multi-modal materials literature', Materials and Design, 267, http://dx.doi.org/10.1016/j.matdes.2026.116250

Lyu Y; Zhou Y; Zhang Y; Yang Y; Zou B; Weng Q; Xie T; Cazorla C; Hao J; Yin J; Wu T, 2026, 'Fingerprinting organic molecules for the inverse design of two-dimensional hybrid perovskites with target energetics', Science Advances, 12, http://dx.doi.org/10.1126/sciadv.aeb4144

Tan F; Zhao Z; Jiang Y; Zhang W; Xie T; Chen W; Ma M; Liu Y; Ye Y; Xiao Z; Lei Q; Xu G; Ren J; Zhao Y; Li Z, 2026, 'Dual engine-driven strategy for advanced copper alloy design employing large language models', Acta Materialia, 306, http://dx.doi.org/10.1016/j.actamat.2025.121886

Liu X; Hu B; Liu P; Huang M; Li M; Wan Y; Hoex B; Xie T, 2026, 'Accelerating the discovery of high-efficiency donor–acceptor pairs in organic photovoltaics via SolarPCE-Net guided screening', Journal of Materials Chemistry A, 14, pp. 936 - 952, http://dx.doi.org/10.1039/d5ta04854k

Yin J; Lei Q; Yan W; Li Y; Xie T; Zhou S; Wang C; Hoex B; Long Q; Jiang C; Song M; Li Z; Wang Z, 2026, 'Unifying Composition and Process Design: A Heterogeneous Graph Neural Network for Discovering High-Performance Cu Alloys', Advanced Science, http://dx.doi.org/10.1002/advs.202524364

Zhao H; Xie T; Tao M; Hong Z; Luo H; Xie Q; Liu J; Shi C, 2026, 'Damage evolution of sandstone under cyclic impact loading and its influence on triaxial compression behavior', Construction and Building Materials, 506, pp. 145003, http://dx.doi.org/10.1016/j.conbuildmat.2025.145003

Chen Q; Lin S; Wang S; Huang X; Liang L; Lu J; Xie T; Cai X, 2025, 'Exploring the IL-21/IL-21R Signaling Pathway in Rheumatoid Arthritis: Implications for Synoviocyte Survival and Disease Progression', Immunological Investigations, 54, pp. 1421 - 1444, http://dx.doi.org/10.1080/08820139.2025.2542200

Zimmermann Y; Bazgir A; Al-Feghali A; Ansari M; Bocarsly J; Brinson LC; Chiang Y; Circi D; Chiu M-H; Daelman N; Evans ML; Gangan AS; George J; Harb H; Khalighinejad G; Khan ST; Klawohn S; Lederbauer M; Mahjoubi S; Mohr B; Moosavi SM; Naik A; Ozhan AB; Plessers D; Roy A; Schöppach F; Schwaller P; Terboven C; Ueltzen K; Wu Y; Zhu S; Janssen J; Li C; Foster I; Blaiszik B, 2025, '32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery', Machine Learning: Science and Technology, 6, pp. 030701, http://dx.doi.org/10.1088/2632-2153/ae011a

Wang Y; Zhang Z; Xie T; Liu Y; Zhang C; Li H; Feng R; Huang B; Liu Q; Wang N; Xing X; Han Y; Li X; Wang R; He J; Peng Z, 2025, 'Baseline profile peripheral Tfh cells predict immune-related adverse events in immune checkpoint inhibitor therapy of gastrointestinal cancer', Frontiers in Immunology, 16, pp. 1559275, http://dx.doi.org/10.3389/fimmu.2025.1559275

Xie T; Li W; Velisa G; Chen S; Meng F; Liaw PK; Tong Y, 2025, 'An overview of high‐throughput synthesis for advanced high‐entropy alloys', Materials Genome Engineering Advances, 3, http://dx.doi.org/10.1002/mgea.87

Wang S; Wan Y; Song N; Liu Y; Xie T; Hoex B, 2024, 'Automatically Generated Datasets: Present and Potential Self-Cleaning Coating Materials', Scientific Data, 11, http://dx.doi.org/10.1038/s41597-024-02983-0

Xie T; Wan Y; Zhou Y; Huang W; Liu Y; Linghu Q; Wang S; Kit C; Grazian C; Zhang W; Hoex B, 2024, 'Creation of a structured solar cell material dataset and performance prediction using large language models', Patterns, 5, http://dx.doi.org/10.1016/j.patter.2024.100955

Xie T; Wan Y; Wang H; Østrøm I; Wang S; He M; Deng R; Wu X; Grazian C; Kit C; Hoex B, 2024, 'Opinion Mining by Convolutional Neural Networks for Maximizing Discoverability of Nanomaterials', Journal of Chemical Information and Modeling, 64, pp. 2746 - 2759, http://dx.doi.org/10.1021/acs.jcim.3c00746

Liao B; Wu X; Wu W; Liu C; Ma S; Wang S; Xie T; Wang Q; Du Z; Shen W; Li X; Li W; Hoex B, 2023, 'Tube-type plasma-enhanced atomic layer deposition of aluminum oxide: Enabling record lab performance for the industry with demonstrated cell efficiencies >24%', Progress in Photovoltaics Research and Applications, 31, pp. 52 - 61, http://dx.doi.org/10.1002/pip.3607

Wang S; Xie T; Liang R; Zhang Y; Ma FJ; Payne D; Scardera G; Hoex B, 2022, 'An Artificial-Intelligence-Assisted Investigation on the Potential of Black Silicon Nanotextures for Silicon Solar Cells', ACS Applied Nano Materials, 5, pp. 11636 - 11647, http://dx.doi.org/10.1021/acsanm.2c02619

Back to profile page