代表论文

[1] Dezhen Xue, Prasanna V. Balachandran, John Hogden, James Theiler, Deqing Xue, Turab Lookman.,

Accelerated search for materials with targeted properties by adaptive design

Nature Communications. 2016; 7:11241.

[2] Dezhen Xue, Prasanna V. Balachandran, Ruihao Yuan, Tao Hu, Xiaoning Qian, Edward R. Dougherty, Turab Lookman.,

Accelerated search for BaTiO₃-based piezoelectrics with vertical morphotropic phase boundary: synthesis guided by learning

Proceedings of the National Academy of Sciences, 2016; 113: 13301-13306.

[3] Yumei Zhou, Dezhen Xue,* Tian Y, Xiangdong Ding,* Guo S, Otsuka K, Jun Sun, Xiaobing Ren*,

Direct evidence for local symmetry breaking during a strain glass transition,

Physical Review Letters, 2014; 112:025701. (* 通讯作者)

[4] Ruihao Yuan, Zhen Liu, Prasanna V. Balachandran, Deqing Xue, Yumei Zhou, Xiangdong Ding, Jun Sun, Dezhen Xue^*, and Turab Lookman^*

Accelerated Discovery of Large Electrostrains in BaTiO₃-based Piezoelectrics using Active Learning

Advanced Materials. 2018; 30, 1702884 (* 通讯作者)

[5] Ruihao Yuan, Abinash Kumar, Shihao Zhuang, Nicholas Cucciniello, Teng Lu, Deqing Xue, Aubrey Penn, Alessandro Mazza, Quanxi Jia, Yun Liu, Dezhen Xue*, Jinshan Li*, Jia-Mian Hu, James M. LeBeau, Aiping Chen*

Machine learning-enabled superior energy storage in ferroelectric films with a slush-like polar state

Nano Letters. 2023, 23, 4807-4814 (* 通讯作者)

[6] Yuan Tian, Ruihao Yuan, Dezhen Xue*, Yumei Zhou*, Yunfan Wang, Xiangdong Ding, Jun Sun, Turab Lookman* 

Determining Multi-component Phase Diagrams with Desired Characteristics using Active Learning

Advanced Science. 2021; 8, 2003165 (* 通讯作者)

[7] Dingchen Wang,^# Songrui Wei,^# Anran Yuan, Fanghua Tian, Kaiyan Cao, Qizhong Zhao, Yin Zhang, Chao Zhou, Xiaoping Song, Dezhen Xue,* and Sen Yang*

Machine learning magnetic parameters from spin configurations

Advanced Science. 2020; 7, 2000566 (* 通讯作者 ^# equally contribute)

[8] Ruihao Yuan, Yuan Tian, Dezhen Xue*, Deqing Xue, Yumei Zhou, Xiangdong Ding*, Jun Sun, and Turab Lookman*

Accelerated Search for BaTiO₃-Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design

Advanced Science. 2019; 6, 1901395 (* 通讯作者)

[9] Ruihao Yuan , Zhen Liu*, Yangyang Xu, Ruowei Yin, Jingjin He, Yang Bai, Yumei Zhou, Jinshan Li, Dezhen Xue*, Turab Lookman*

Optimizing Electrocaloric Effect in Barium Titanate-based Room Temperature Ferroelectrics: Combining Landau Theory, Machine Learning and Synthesis

Acta Materialia. 2022; 235, 118054 (* 通讯作者)

[10] Pengfei Dang^#, Fan Ye^#, Yumei Zhou*, Lei Ding, Jianbo Pang, Lei Zhang, Xiangdong Ding, Jun Sun, Sheng Dai*, Turab Lookman*, Dezhen Xue*

Low-fatigue and large room-temperature elastocaloric effect in a bulk Ti_49.2Ni_40.8Cu₁₀ alloy

Acta Materialia. 2022; 229, 117802 (* 通讯作者)

[11] Lei Ding, Yumei Zhou*, Yangyang Xu, Pengfei Dang, Xiangdong Ding, Jun Sun, Turab Lookman*, Dezhen Xue*

Learning from superelasticity data to search for Ti-Ni alloys with large elastocaloric effect

Acta Materialia. 2021; 218, 117200 (* 通讯作者)

[12] Jingjin He, Junjie Li, Chuanbao Liu, Changxin Wang, Yan Zhang, Cheng Wen, Dezhen Xue*, Jiangli Cao, Yanjing Su, Lijie Qiao, Yang Bai*

Machine learning identified materials descriptors for ferroelectricity

Acta Materialia. 2021; 209, 116815 (* 通讯作者)

[13] Yan Zhang, Cheng Wen, Changxin Wang, Dezhen Xue*, Yang Bai, Stoichko Antonova, Lanhong Dai and Yanjing Su*

Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models

Acta Materialia. 2020; 185, 528-539 (* 通讯作者)

[14] Yuanchao Yang, Dezhen Xue*, Ruihao Yuan, Yumei Zhou*, Turab Lookman*, Xiangdong Ding, Xiaobing Ren, Jun Sun

Doping effects of point defects in shape memory alloys

Acta Materialia, 2019; 176,177-188. (* 通讯作者)

[15] Cheng Wen, Yan Zhang, Changxin Wang, Dezhen Xue*, Yang Bai, Stoichko Antonova, Lanhong Dai, Turab Lookman and Yanjing Su*

Machine learning assisted design of high entropy alloys with desired property

Acta Materialia. 2019; 170, 109-117 (* 通讯作者)

[16] Dezhen Xue,* Deqing Xue, Ruihao Yuan, Yumei Zhou, Prasanna V. Balachandran, Xiangdong Ding, Jun Sun, Turab Lookman

An Informatics Approach to Transformation Temperatures of NiTi-based Shape Memory Alloys

Acta Materialia, 2017; 125: 532-541. (* 通讯作者)

[17] Zhang Y, Dezhen Xue,* Wu H,* Xiangdong Ding, Turab Lookman, Xiaobing Ren ,

Adaptive ferroelectric state at morphotropic phase boundary: coexisting tetragonal and rhombohedral phases,

Acta Materialia, 2014; 71, 176 (* 通讯作者)

[18] Dezhen Xue,* Yumei Zhou, Xiangdong Ding, Otsuka K, Jun Sun, Xiaobing Ren.,

Martensite aging effects on the dynamic properties of Au–Cd shape memory alloys: Characteristics and modeling.,

Acta Materialia 2011;59:4999. (* 通讯作者)

[19] Shuai Ren, Chao Zhou, Dezhen Xue,*, Dong Wang, Jian Zhang, Xiangdong Ding, Kazuhiro Otsuka, and Xiaobing Ren

Sandwich-like Strain Glass Phase Diagram of Ti₄₉Ni_51−xPd_x

Physical Review B, 2016; 94: 214112. (* 通讯作者)

[20] Dezhen Xue, Yumei Zhou, Xiangdong Ding, Turab Lookman, Jun Sun, Xiaobing Ren,

Aging and deaging effects in shape memory alloys,

Physical Review B, 2012; 86: 184109

[21] Yuanchao Yang, Yangyang Xu, Yumei Zhou*, Xiangdong Ding, Jun Sun, Turab Lookman,* Dezhen Xue*

Nonthermoelastic martensitic features in ideal martensites due to volume effects

Physical Review B. 2023, 108, 024102 (* 通讯作者)