Arama Sonuçları - Turab Lookman

Editorial: Shaping the future of materials science through machine learning Yazar: Dezhen Xue, Turab Lookman

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Multi‐objective optimization and its application in materials science Yazar: Bofeng Shi, Turab Lookman, Dezhen Xue

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The γ/γ′ microstructure in CoNiAlCr-based superalloys using triple-objective optimization Yazar: Pei Liu, Haiyou Huang, Cheng Wen, Turab Lookman, Yanjing Su

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Applications of natural language processing and large language models in materials discovery Yazar: Xue Jiang, Weiren Wang, Shaohan Tian, Hao Wang, Turab Lookman, Yanjing Su

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Unsupervised learning-aided extrapolation for accelerated design of superalloys Yazar: Weijie Liao, Ruihao Yuan, Xiangyi Xue, Jun Wang, Jinshan Li, Turab Lookman

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Materials design with target-oriented Bayesian optimization Yazar: Yuan Tian, Tongtong Li, Jianbo Pang, Yumei Zhou, Dezhen Xue, Xiangdong Ding, Turab Lookman

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Unlocking the black box beyond Bayesian global optimization for materials design using reinforcement learning Yazar: Yuehui Xian, Xiangdong Ding, Xue Jiang, Yumei Zhou, Jun Sun, Dezhen Xue, Turab Lookman

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Self-supervised probabilistic models for exploring shape memory alloys Yazar: Yiding Wang, Tianqing Li, Hongxiang Zong, Xiangdong Ding, Songhua Xu, Jun Sun, Turab Lookman

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Alloy synthesis and processing by semi-supervised text mining Yazar: Weiren Wang, Xue Jiang, Shaohan Tian, Pei Liu, Turab Lookman, Yanjing Su, Jianxin Xie

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Accelerated Search for BaTiO3‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design Yazar: Ruihao Yuan, Yuan Tian, Dezhen Xue, Deqing Xue, Yumei Zhou, Xiangdong Ding, Jun Sun, Turab Lookman

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Detecting deformation mechanisms of metals from acoustic emission signals through knowledge-driven unsupervised learning Yazar: Boyuan Gou, Yan Chen, Songhua Xu, Jun Sun, Turab Lookman, Ekhard K. H. Salje, Xiangdong Ding

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Compositional design of compounds with elements not in training data using supervised learning Yazar: Jingjin He, Ruowei Yin, Changxin Wang, Chuanbao Liu, Dezhen Xue, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai

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Bond sensitive graph neural networks for predicting high temperature superconductors Yazar: Liang Gu, Yang Liu, Pin Chen, Haiyou Huang, Ning Chen, Yang Li, Turab Lookman, Yutong Lu, Yanjing Su

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Machine learning assisted prediction of dielectric temperature spectrum of ferroelectrics Yazar: Jingjin He, Changxin Wang, Junjie Li, Chuanbao Liu, Dezhen Xue, Jiangli Cao, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai

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Identifying intrinsic factors for ductile-to-brittle transition temperatures in Fe–Al intermetallics via machine learning Yazar: Dexin Zhu, Kunming Pan, Hong-Hui Wu, Yuan Wu, Jie Xiong, Xu-Sheng Yang, Yongpeng Ren, Hua Yu, Shizhong Wei, Turab Lookman

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