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T

Tong‐Yi Zhang

university system of georgia

56H-index
457Paper Count
1.2WCitation Count
Published Papers 176
Publication Date
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KAN-enhanced contrastive learning: the accelerator of crystal structure identification from XRD patterns
errnpj Computational Materials
IF11.9
err2026-02-28
err0
errOAAI
errChenlei Xu; Tianhao Su; Jie Xiong; Yue Wu; Shuya Dong; Tian Jiang; Mengwei He; Shuai Chen; Tong-Yi Zhang
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errSave
Design of shape memory alloys with enhanced thermal management properties via adaptively constrained multi-objective optimization
errActa Materialia
IF9.3
err2026-01-02
err0
PREAI
errYuan Tian; Bin Hu; Pengfei Dang; Shuya Dong; Sheng Sun; Dezhen Xue; Turab Lookman; Tongyi Zhang
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errSave
XQueryer: an intelligent crystal structure identifier for powder X-ray diffraction
errNATIONAL SCIENCE REVIEW
IF17.1
err2025-12-01
err0
errOAAI
errCao, Bin; Zheng, Zinan; Liu, Yang; Zhang, Longhan; Wong, Lawrence W-Y; Weng, Lu-Tao; Li, Jia; Li, Haoxiang; Zhang, Tong-Yi
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errSave
Unlocking the future of materials science: key insights from the DCTMD workshop
errJOURNAL OF MATERIALS INFORMATICS
IF5.6
err2025-12-01
err0
PREAI
errKobayashi, Rika; Amos, Roger D.; Crawford, T. Daniel; Hao, Hongxia; Liu, Yi; Lookman, Turab; Ramprasad, Rampi; Scheffler, Matthias; Wang, Hong; Zhang, Tong-Yi
errShare
errSave
First-Order Phase Transformation in Highly Concentrated Electrolyte for High-Rate and Long-Cycle Aqueous Zn-Ion Battery
errAngewandte Chemie International Edition
IF16.9
err2025-11-17
err0
PREAI
errDr. Xiuling Shi; Mr. Yuchuan Sun; Dr. Bin Cao; Prof. Xiaoye Zhou; Dr. Tongxing Lei; Dr. Jiahui Li; Dr. Zhiyu Ding; Dr. Kan Fang; Prof. Junwei Wu; Prof. Yan Huang; Prof. Kaikai Li; Prof. Tong-Yi Zhang
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errSave
Dissecting the chemical strain in inactive components of sodium-ion battery cathodes
errScripta Materialia
IF5.6
err2025-07-21
err0
PREAI
errXiuling Shi; Jiaqi Zhu; Bingxu Chen; Bin Cao; Binfeng Lv; Zihan Wang; Sheng Sun; Kaikai Li; Tong-Yi Zhang
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errSave
AI-aided bi-objective optimization of honeycomb metastructures for enhanced microwave absorption and mechanical resistance
errscience china technological sciences
IF0
err2025-07-16
err0
PREAI
errYiyuan Chen; Jiaxuan Ma; Cailian Zhu; Menghuan Wang; Lujiang Jin; Peng Ding; Renchao Che; Tong-Yi Zhang; Sheng Sun
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errSave
Enhancing the performance of Li-rich oxide cathodes through multifunctional surface engineering
errJOURNAL OF POWER SOURCES
IF7.9
err2025-06-01
err0
PREAI
errLei, Tongxing; Cao, Guolin; Shi, Xiuling; Cao, Bin; Ding, Zhiyu; Bai, Yu; Wu, Junwei; Li, Kaikai; Zhang, Tongyi
errShare
errSave
Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns
errCOMMUNICATIONS PHYSICS
IF5.8
err2025-05-28
err0
errOAAI
errFu, Rong; Su, Tianhao; Li, Musen; Wu, Yue; Ouyang, Runhai; Solina, Danica; Cortie, Michael; Zhang, Tongyi; Hu, Shunbo; Ren, Zhongming
errShare
errSave
The formula for peak current density of cyclic voltammogram on spherical electrodes with maximum occupation sites
errSOLID STATE IONICS
IF3.3
err2025-05-23
err0
PREAI
errZhang, Shijie; Zhang, Tong-Yi; Sun, Sheng
errShare
errSave
Interpretable Active Learning Identifies Iron-Doped Carbon Dots With High Photothermal Conversion Efficiency for Antitumor Synergistic Therapy
errAGGREGATE
IF13.7
err2025-05-21
err0
errOAAI
errLi, TL; Cao, B; Wang, YT; Lin, LX; Chen, LF; Su, TH; Song, HC; Ren, YZ; Zhang, LH; Chen, YY; Li, ZZ; Feng, LY; Zhang, TY
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errSave
Discovery of new topological insulators and semimetals using deep generative models
errNPJ QUANTUM MATERIALS
IF6.2
err2025-01-28
err0
errOAAI
errHong, Tao; Chen, Taikang; Jin, Dalong; Zhu, Yu; Gao, Heng; Zhao, Kun; Zhang, Tongyi; Ren, Wei; Cao, Guixin
errShare
errSave
Discovering novel lead-free solder alloy by multi-objective Bayesian active learning with experimental uncertainty
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-01-10
err0
errOAAI
errWei, Qinghua; Wang, Yuanhao; Yang, Guo; Li, Tianyuan; Yu, Shuting; Dong, Ziqiang; Zhang, Tong-Yi
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errSave
Machine Learning-Engineered Nanozyme System for Synergistic Anti-Tumor Ferroptosis/Apoptosis Therapy
errSMALL
IF12.1
err2024-12-16
err0
PREAI
errLi, Tianliang; Cao, Bin; Su, Tianhao; Lin, Lixing; Wang, Dong; Liu, Xinting; Wan, Haoyu; Ji, Haiwei; He, Zixuan; Chen, Yingying; Feng, Lingyan; Zhang, Tong-Yi
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errSave
Forecasting battery degradation trajectory under domain shift with domain generalization
errENERGY STORAGE MATERIALS
IF20.2
err2024-09-01
err0
errOAAI
errTan, Ruifeng; Lu, Xibin; Cheng, Minhao; Li, Jia; Huang, Jiaqiang; Zhang, Tong-Yi
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errSave
Do DFT-based calculations always result in integer-charge ions in electrolytes?
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-07-01
err0
PREAI
errLiu, Mingqing; Zhang, Tong -Yi; Sun, Sheng
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errSave
A generalizable framework of solution-guided machine learning with application to nanoindentation of free-standing thin films
errTHIN-WALLED STRUCTURES
IF6.6
err2024-07-01
err2
PREAI
errWang, Ruijin; Ying, Tianquan; Chen, Yang; Zhu, Fangyan; Leng, Jiantao; Chang, Tienchong; Zhang, Tongyi; Gao, Huajian
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errSave
Optimizing nanoporous metallic actuators through multiscale calculations and machine learning
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2024-06-01
err2
PREAI
errSun, Sheng; Wang, Menghuan; Jiang, Hanqing; Zhang, Ying; Qiao, Hang; Zhang, Tong-Yi
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errSave
A Li-rich layered oxide cathode with remarkable capacity and prolonged cycle life
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2024-06-01
err3
PREAI
errLei, Tongxing; Cao, Bin; Fu, Wenbo; Shi, Xiuling; Ding, Zhiyu; Zhang, Qi; Wu, Junwei; Li, Kaikai; Zhang, Tong-Yi
errShare
errSave
Flexible yet impermeable composites with wrinkle structured BNNSs assembling for high-performance thermal management
errNPJ FLEXIBLE ELECTRONICS
IF15.5
err2024-05-31
err4
errOAAI
errGuo, Guilei; Liu, Yijie; Ding, Yafei; Liu, Wenjie; Zhu, Guimei; Hao, Xiaoli; Huang, Xingyi; Xia, Jianfei; Li, Baowen; Zhang, Tong-Yi; Sun, Bin
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Research Directions

No research directions
Co-authors
Cooperation Journals
S
Seeram Ramakrishna
H-index: 197 · Papers: 2.4K
康飞宇 cover
康飞宇 (Feiyu Kang)
H-index: 165 · Papers: 1.5K
李菊英 cover
李菊英 (Ju Li)
H-index: 147 · Papers: 1.3K
陈龙清 cover
陈龙清 (Long‐Qing Chen)
H-index: 144 · Papers: 1.6K
H
Huajian Gao
H-index: 130 · Papers: 1.1K
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