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Turab Lookman

aimaterials research llc

64H-index
585Paper Count
1.7WCitation Count
Published Papers 220
Publication Date
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Large language models in materials science: mechanistic understanding, structure–property reasoning and future opportunities
errProgress in Materials Science
IF40
err2026-09-28
err0
PREAI
errHaoyang Xie; Zini Yan; Danyu Luo; Lu Chen; Kai Yu; Jian Hui; Turab Lookman; Ziyuan Rao; Yang Ren; Xiaoqin Zeng
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errSave
Fusing Direct and Indirect Measurements Through Multi-Fidelity Learning For Accelerated Electrocaloric Materials Discovery
errAdvanced Science
IF14.1
err2026-09-26
err0
errOAAI
errBo Wang; Pengfei Dang; Yuan Tian; Zhengwang He; Wei Gu; Lixue Zhang; Turab Lookman; Yumei Zhou; Dezhen Xue
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errSave
High-performance Fe-based superalloys designed via large language models and knowledge graphs
errActa Materialia
IF9.3
err2026-08-01
err0
PREAI
errZhu, Dexin; Nie, Mingshuo; Wu, Hong-Hui; Shang, Chunlei; Wang, Shuize; Gao, Junheng; Zhao, Haitao; Zhang, Chaolei; Huang, Yuhe; Mao, Xinping; Lookman, Turab
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errSave
High temperature Nb-Si alloys using data science: optimization of fracture toughness and high-temperature strength
errNature Communications
IF15.7
err2026-07-10
err0
errOAAI
errChao Xu; Dezhi Chen; Xiaofu Zhang; Qi Wang; Jingyue Yu; Shu Wang; Jingjie Guo; Hengzhi Fu; Ruirun Chen; Turab Lookman
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errSave
Interpretable Machine Learning Framework for Nb─Si Based Alloy Design with Enhanced Fracture Toughness
errAdvanced Science
IF14.1
err2026-05-25
err0
errOAAI
errDezhi Chen; Chao Xu; Jingyue Yu; Qi Wang; Hongze Fang; Shuo Yin; Turab Lookman; Ruirun Chen
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errSave
Materials Informatics: Emergence to Autonomous Discovery in the Age of AI (Adv. Mater. 29/2026)
errAdvanced Materials
IF26.8
err2026-05-22
err0
errOAAI
errTurab Lookman; YuJie Liu; Zhibin Gao
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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
Materials Informatics: Emergence to Autonomous Discovery in the Age of AI
errADVANCED MATERIALS
IF26.8
err2026-01-01
err0
PREAI
errLookman, Turab; Liu, Yujie; Gao, Zhibin
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errSave
Spatiotemporal evolution of defects in an additively manufactured alloy monitored through in-situ X-ray computed tomography
errActa Materialia
IF9.3
err2025-12-01
err1
PREAI
errXu, Xin; Chen, Yan; Gou, Boyuan; Lookman, Turab; Ramamurty, Upadrasta; Sun, Jun; Ding, Xiangdong
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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
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errSave
Nested crystal graph neural networks for modeling chemically complex materials
errActa Materialia
IF9.3
err2025-11-11
err0
PREAI
errYiding Wang; Fengpei Zhang; Tianqing Li; Xiangdong Ding; Graeme J. Ackland; Hongxiang Zong; Turab Lookman; Jun Sun
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errSave
Theory guided data-driven design of superelasticity in TiNi alloys over wide temperature window
errActa Materialia
IF9.3
err2025-10-14
err0
PREAI
errJianbo Pang; Yuanchao Yang; Cheng Li; Jin Tian; Pengfei Dang; Fan Ye; Bofeng Shi; Yumei Zhou; Xiangdong Ding; Jun Sun; Dezhen Xue; Turab Lookman
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errSave
Mapping microstructure to mechanical property by disentangling strengthening mechanism with deep learning
errActa Materialia
IF9.3
err2025-10-09
err0
PREAI
errWeijie Liao; Xiangyi Xue; Jinshan Li; Jiangkun Fan; Lingyun Song; Xuequn Shang; Turab Lookman; Ruihao Yuan
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errSave
Spatiotemporal microstructure evolution during martensitic transformation in titanium alloys using deep learning
errActa Materialia
IF9.3
err2025-10-04
err0
PREAI
errBangtan Zong; Jinshan Li; Ping Wang; Weijie Liao; Turab Lookman; Ruihao Yuan
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errSave
Closed-loop inverse design of high entropy alloys using symbolic regression-oriented optimization
errmaterials today advances
IF22
err2025-07-10
err0
PREAI
errShang Zhao; Jinshan Li; Jun Wang; Turab Lookman; Ruihao Yuan
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errSave
Materials design with target-oriented Bayesian optimization
errnpj Computational Materials
IF11.9
err2025-07-03
err0
errOAAI
errYuan Tian; Tongtong Li; Jianbo Pang; Yumei Zhou; Dezhen Xue; Xiangdong Ding; Turab Lookman
errShare
errSave
Generalizable descriptors for automatic titanium alloys design by learning from texts via large language model
errActa Materialia
IF9.3
err2025-07-01
err0
PREAI
errPing Wang; Yuan Jiang; Weijie Liao; Rong Wang; Minjie Lai; Hongchao Kou; Xiubing Liang; Jinshan Li; Turab Lookman; Ruihao Yuan
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errSave
Enhanced hydrogen embrittlement resistance of FeCoNiCrMn multi-principal element alloys via local chemical ordering and grain boundary segregation
errActa Materialia
IF9.3
err2025-06-04
err0
PREAI
errXiao-Ye Zhou; Hong-Hui Wu; Meisa Zhou; Lifei Wang; Turab Lookman; Xinping Mao
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errSave
Unlocking the black box beyond Bayesian global optimization for materials design using reinforcement learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-05-22
err0
errOAAI
errXian, Yuehui; Ding, Xiangdong; Jiang, Xue; Zhou, Yumei; Sun, Jun; Xue, Dezhen; Lookman, Turab
errShare
errSave
Interpretable Machine Learning Applications: A Promising Prospect of AI for Materials
errADVANCED FUNCTIONAL MATERIALS
IF19
err2025-05-13
err0
PREAI
errJiang, Xue; Fu, Huadong; Bai, Yang; Jiang, Lei; Zhang, Hongtao; Wang, Weiren; Yun, Peiwen; He, Jingjin; Xue, Dezhen; Lookman, Turab; Su, Yanjing; Xie, Jianxin
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Research Directions

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Co-authors
Cooperation Journals
李菊英 cover
李菊英 (Ju Li)
H-index: 147 · Papers: 1.3K
A
Alex Zunger
H-index: 147 · Papers: 1.1K
陈龙清 cover
陈龙清 (Long‐Qing Chen)
H-index: 144 · Papers: 1.6K
S
Stephen J. Pennycook
H-index: 133 · Papers: 1.1K
E
E. Ma
H-index: 120 · Papers: 534
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