2024

[133] Pengfei Dang, Cheng Li, Yuanchao Yang, Yumei Zhou*, Yangyang Xu, Xiangdong Ding*, Jun Sun, and Dezhen Xue*

Ultrahigh elastic energy storage in nanocrystalline alloys with martensite nanodomains

Advanced Materials. 2024, DOI: 10.1002/adma.202408275(* 通讯作者)

[132] Jingjin He, Ruowei Yin, Changxin Wang, Chuanbao Liu, Dezhen Xue, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai

Compositional design of compounds with elements not in training data using supervised learning

Journal of Materiomics, in press

[131] Yan Zhang, Cheng Wen, Pengfei Dang, Turab Lookman, Dezhen Xue*, Yanjing Su* 

Toward ultra-high strength high entropy alloys via feature engineering

Journal of Materials Science & Technology. 2024; 200, 243-252 (* 通讯作者)

[130] Yuan Tian*, Bin Hu, Pengfei Dang, Jianbo Pang, Yumei Zhou, Dezhen Xue*

Noise-Aware Active Learning to Develop High-Temperature Shape Memory Alloys with Large Latent Heat

Advanced Science, 2024; 2406216 (* 通讯作者)

[129] Sijia Yao, Pengfei Dang, Yiming Li, Yao Wang, Xi Zhang, Ye Liu, Suxin Qian*, Dezhen Xue* & Ya-Ling He*

Efficient roller-driven elastocaloric refrigerator

Nature Communications. 2024; 15 (1), 7203 (* 通讯作者)

[128] Jianbo Pang,  Jin Tian,  Pengfei Dang, Zhangjie Wang, Yumei Zhou, Xiangdong Ding, Jun Sun, Dezhen Xue

Attainment of large thermal hysteresis and good thermal cyclic stability in multi-component TiHfZrNi alloys

Scripta Materialia. 2024; 249, 116164 (* 通讯作者)

[127] Yuehui Xian, Pengfei Dang, Yuan Tian, Xue Jiang, Yumei Zhou, Xiangdong Ding, Jun Sun, Turab Lookman*, Dezhen Xue*

Compositional design of multicomponent alloys using reinforcement learning

Acta Materialia. 2024; 274, 120017 (* 通讯作者)

[128] Yuanchao Yang, Jianbo Pang; Pengfei Dang; Yangyang Xu, Lei Zhang; Yumei Zhou*; Xiangdong Ding*, Jun Sun, Turab Lookman, Dezhen Xue*

Multi-doping effect on the martensitic transformation behavior of shape memory alloys

Applied Physics Letters. 2024; 125, 041902 (* 通讯作者)

[127] Jianbo Pang, Pengfei Dang, Jin Tian, Lei Zhang, Yumei Zhou*, Xiangdong Ding*, Jun Sun & Dezhen Xue*

Effect of Cu content on martensitic transformation and shape memory behavior in Ti_31.5Hf₁₅Zr₅Ni_48.5−xCu_x alloys

Journal of Materials Science. 2024; 59, 11096-11109 (* 通讯作者)

[126] Pengfei Dang, Lei Zhang, Yumei Zhou, Cheng Li, Xiangdong Ding, Jun Sun, Dezhen Xue*

Nanostructured Ti–Ni–Co Alloys Showing Shape-Memory Actuation of Large Work Output at Low Temperature

Advanced Engineering Materials, 2024; 26, 2301438 (* 通讯作者)

[125] Xiaowen Shi, Nimish Prashant Nazirkar, Ravi Kashikar, Dmitry Karpov, Shola Folarin, Zachary Barringer, Skye Williams, Boris Kiefer, Ross Harder, Wonsuk Cha, Ruihao Yuan, Zhen Liu, Dezhen Xue, Turab Lookman, Inna Ponomareva, Edwin Fohtung

Enhanced Piezoelectric Response at Nanoscale Vortex Structures in Ferroelectrics

ACS Applied Materials & Interfaces. 2024; 16, 7522-7530

[124] Zhiyong Dai, Chao Zhou, Qizhong Zhao, Kaiyan Cao, Zhengming Zhang, Dunhui Wang, Dezhen Xue, Adil Murtaza; Yin Zhang, Fanghua Tian, Wenliang Zuo, Yoshitaka Matsushita, Sen Yang, Xiaoping Song

Effects of Ag doping on texture and magnetic properties of directionally solidified Fe-17% Ga alloys

Applied Physics Letters. 2024;124 212406

[123] Donghui Geng, Pengfei Dang, Leliang Liu, Shangle Huo, Qiaoyan Sun, Zhongxiao Song, Dezhen Xue, Jun Sun

Expansion deformation mechanism and cracking behaviours of chromium-coated zirconium alloy cladding at room temperature

Surface and Coatings Technology. 2024; 492, 131241

[122] Kaili Li, Lei Wang, Yu Wang, Yuanjun Guo, Shuping Lv, Yuewei He, Weiwei Lin, Tai Min, Shaojie Hu, Sen Yang, Dezhen Xue, Aqun Zheng, Shuming Yang, Xiangdong Ding

Electric Field Switching of Magnon Spin Current in a Compensated Ferrimagnet

Advanced Materials. 2024; 36, 2312137

2023

[121] Yanjing Su, Mingli Yang, Weili Zhu, Kechao Zhou, Dezhen Xue, Hong Wang, Jianxin Xie

Development of key technologies for intelligent research and development of new materials

Strategic Study of Chinese Academy of Engineering, 25 (3), 161-169

宿彦京，杨明理，祝伟丽，周科朝，薛德祯，汪洪 ，谢建新

新材料研发智能化技术发展研究

中国工程科学,2023,25(3):161-169.

[120] Yunfan Wang, Yuan Tian, Yumei Zhou, Dezhen Xue*

Progress on Active Learning Assisted Materials Discovery.

Journal of the Chinese Ceramic Society, 2023, 51, 544.

王云帆, 田原, 周玉美, 薛德祯*

主动学习辅助材料研发进展.

硅酸盐学报, 2023, 51(2): 544. (* 通讯作者)

[119] Bofeng Shi, Turab Lookman, Dezhen Xue*

Multi-objective optimization and its application in materials science

Materials Genome Engineering Advances. 2023, 1, e14

[118] Jingjin He, Changxin Wang, Junjie Li, Chuanbao Liu, Dezhen Xue, Jiangli Cao, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai*

Machine learning assisted prediction of dielectric temperature spectrum of ferroelectrics

Journal of Advanced Ceramics. 2023, in press

[117] 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)

[116] Pengfei Dang, Lei Zhang, Yumei Zhou*, Qingkai Liang, Xiangdong Ding*, Jun Sun, Dezhen Xue*

Cryogenic superelasticity and elastocaloric effect in a nanostructured Ti-Ni-Co alloy

Scripta Materialia. 2023, 236, 115638 (* 通讯作者)

[115] 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)

[114] Pengfei Dang, Yumei Zhou*, Xiangdong Ding, Jun Sun, Turab Lookman*, Dezhen Xue*

Tailoring Grain Size and Precipitation via Aging for Improved Elastocaloric Stability in a Cold-Rolled (Ni, Cu)-Rich Ti–Ni–Cu Alloy

Shape Memory and Superelasticity. 2023, 9, 334–344 (* 通讯作者)

[113] Yangyang Xu, Guomang Shao, Yumei Zhou*, Yu Wang*, Sen Yang, Xiangdong Ding, Jun Sun, E. K. H. Salje, Turab Lookman, and Dezhen Xue*

History dependence of avalanche dynamics of ferroelectric phase transition in BaTiO₃ under external bias field

Applied Physics Letters. 2023, 122, 022903 (* 通讯作者)

[112] Pengfei Dang, Yumei Zhou*, Jianbo Pang, Xiangdong Ding*, Turab Lookman, Jun Sun, Dezhen Xue*

Achieving stable actuation response and elastocaloric effect in a nanocrystalline Ti₅₀Ni₄₀Cu₁₀ alloy

Scripta Materialia. 2023, 226, 115263 (* 通讯作者)

[111] Pengfei Dang, Jianbo Pang, Yumei Zhou*, Lei Ding, Lei Zhang, Xiangdong Ding*, Turab Lookman*, Jun Sun, Dezhen Xue*

Improved stability of superelasticity and elastocaloric effect in Ti-Ni alloys by suppressing Lüders-like deformation under tensile load

Journal of Materials Science & Technology. 2023; 146, 154-167 (* 通讯作者)

[110] Hongji Lin, Shuai Ren, Pengfei Dang, Chunxi Hao, Xuefei Tao, Dezhen Xue, Yu Wang, Hongxiang Zong, Zhenxuan Zhang, Wenqing Ruan, Xiong Liang, Jiang Ma, Xiangdong Ding, Jun Shen

Strain glass in Ti_50-x-yNi_50+yNb_y alloys exhibiting a boson peak glassy anomaly

Scripta Materialia. 2023, 224, 115118

2022

[109] Yangyang Xu^#, Guomang Shao^#, Jiangbo Pang, Yumei Zhou*, Xiangdong Ding*, Jun Sun, Turab Lookman, E. K. H. Salje* and Dezhen Xue*

Avalanches during ferroelectric and ferroelastic switching in barium titanate ceramics

Physical Review Materials. 2022, 6, 124413 (* 通讯作者)

[108] Guomang Shao^#, Yangyang Xu^#, Yumei Zhou*, Xiangdong Ding*, Jun Sun, E. K. H. Salje*, Turab Lookman, and Dezhen Xue*

Acoustic emission study on avalanche dynamics of ferroelectric switching in lead zirconate titanate ceramics

Journal of Applied Physics. 2022, 132, 224102 (* 通讯作者)

[107] Jingjin He, Xiaopo Su, Changxin Wang, Junjie Li, Yuxuan Hou, Zhonghua Li, Chuanbao Liu, Dezhen Xue, Jiangli Cao, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai

Machine learning assisted predictions of multi-component phase diagrams and fine boundary information

Acta Materialia. 2022, 240, 118341

[106] Bofeng Shi, Yumei Zhou, Daqing Fang, Yuan Tian, Xiangdong Ding, Jun Sun, Turab Lookman, Dezhen Xue*

Estimating the performance of a material in its service space via Bayesian active learning: a case study of the damping capacity of Mg alloys

Journal of Materials Informatics. 2022, 2, 8 (* 通讯作者)

[105] Qinzhao Sun, Bofeng Shi, Tianran Zhang, Weijie Yang, Jiping Wang*, Lixue Zhang*, Dezhen Xue, Zepeng Wang, Fang Kang, Xiaoxiao Zhang*

Dielectric Properties’ Synergy of Stretched P(VDF-HFP) and P(VDF-HFP)/PMMA Blends Creates Ultrahigh Capacitive Energy Density in All-Organic Dielectric Films

ACS Appl. Energy Mater. 2022, 5, 8211-8221

[104] 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)

[103] Jingjin He, Chengye Yu, Yuxuan Hou, Xiaopo Su, Junjie Li, Chuanbao Liu, Dezhen Xue, Jiangli Cao, Yanjing Su, Lijie Qiao, Turab Lookman, Yang Bai*

Accelerated discovery of high-performance piezocatalyst in BaTiO₃-based ceramics via machine learning

Nano Energy. 2022, 97, 107218

[102] RuihaoYuan*, DeqingXue, Yangyang Xu, Dezhen Xue, JinshanLi

Machine learning combined with feature engineering to search for BaTiO₃ based ceramics with large piezoelectric constant

Journal of Alloys and Compounds. 2022, 908, 164468

[101] 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)

[100] Ruihao Yuan*, Deqing Xue, Jinshan Li, Dezhen Xue and Turab Lookman

Disentangling the effect of doping chemistry on the energy storage property of barium titanate ferroelectrics via data science tools

Journal of Materials Chemistry C. 2022; 10, 3804–3811

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

Temperature-field history dependence of the elastocaloric effect for a strain glass alloy

Journal of Materials Science & Technology. 2022; 103, 8-14 (* 通讯作者)

2021

[98] Melody Su, Ryan Grimes, Sunidhi Garg, Dezhen Xue, Prasanna Balachandran*

Machine Learning enabled Prediction of Adiabatic Temperature Change in Lead-Free BaTiO₃-based Electrocaloric Ceramics

ACS Applied Materials & Interfaces. 2021; 13, 53475-53484

[97] Shuai Ren, Hongxiang Zong, Xuefei Tao, Yonghao Sun, Baoan Sun, Dezhen Xue, Xiangdong Ding*, Weihua Wang*

Boson-peak-like anomaly caused by transverse phonon softening in strain glass

Nature Communications. 2021; 12: 5755.

[96] Jianxin Xie*, Yanjing Su*, Dezhen Xue, Xue Jiang, Huadong Fu, Haiyou Huang,

Machine Learning for Materials Research and Development

Acta Metallurgica Sinica, 57 (11), 1343-1361

[95] Xin Wen, G. Yang, Q. Ma, Y. Tian, Xiaoxiao Liu, Dezhen Xue, Qian Deng*, Shengping Shen*

Flexoelectricity in compositionally graded Ba_1-xSr_xO₃ ceramics

Journal of Applied Physics. 2021; 130, 074102

[94] 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)

[92] Wande Cairang^#, Tianshu Li^#, Dezhen Xue*, Hejie Yang*, Pengming Cheng, Can Chen, Yuanjun Sun, Yi Zeng, Xiangdong Ding*, Jun Sun

Enhancement of the corrosion resistance of Molybdenum by La₂O₃ dispersion

Corrosion Science, 2021; 186, 109469 (* 通讯作者)

[91] 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)

[90] Tian Yuan, Turab Lookman*, and Dezhen Xue*

Efficient sampling for decision making in materials discovery

Chinese Physics B, 2021; 30, 050705. (* 通讯作者)

[89] Zhiyang Wang, Deqing Xue, Yumei Zhou*, Nan Wang, Xiangdong Ding, Jun Sun, Turab Lookman, and Dezhen Xue*

Enhanced energy storage density by reversible domain switching in acceptor-doped ferroelectrics

Physical Review Applied, 2021; 15, 034061 (* 通讯作者)

[88] Jianbo Pang, Yangyang Xu, Jin Tian, Yumei Zhou*, Dezhen Xue*, Xiangdong Ding, Jun Sun

Effect of Ti/Ni and Hf/Zr ratio on the martensitic transformation behavior and shape memory effect of TiNiHfZr alloys

Materials Science and Engineering A, 2021; 807, 140850 (* 通讯作者)

[87] Yumei Zhou, Ruihao Yuan, Dezhen Xue*, Dong Wang*, Xiangdong Ding, Xiaobing Ren, Jun Sun

Tailoring thermal expansion coefficient from positive through zero to negative in the compositional crossover alloy Ti₅₀(Pd₄₀Cr₁₀) by uniaxial tensile stress

Materials & Design, 2021; 199, 109431 (* 通讯作者)

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

Efficient Estimation of Material Property Curves and Surfaces via Active Learning

Physical Review Materials, 2021; 5, 013802 (* 通讯作者)

[85] 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)

[84] Wande Cairang, Shengqiang Ma*, Xing Gong, Yi Zeng, HejieYang, Dezhen Xue*, Yuanbin Qin, Xiangdong Ding*, Jun Sun

Oxidation mechanism of refractory Molybdenum exposed to oxygen-saturated lead-bismuth eutectic at 600 °C

Corrosion Science, 2021; 179, 109132 (* 通讯作者)

2020

[83] Yangyang Xu, Yumei Zhou*, Dezhen Xue*, Xiangdong Ding, Jun Sun, Ekhard K.H. Salje*

Anisotropic Avalanche Dynamics during Ferroelectic Switching in BaTiO₃ and 0.7Pb(Mg_2/3Nb_1/3)O₃-0.3PbTiO₃

Applied Physics Letters, 2020; 117, 172901 (* 通讯作者)

[82] Ruihao Yuan*, Deqing Xue, Dezhen Xue*, Jinshan Li, Xiangdong Ding, Jun Sun, Turab Lookman*

A knowledge-based descriptor for the compositional dependence of the phase transition in BaTiO₃-based ferroelectrics

ACS Applied Materials & Interfaces. 2020; 12, 44970-44980 (* 通讯作者)

[81] Yuting Wang, Junning Li, Ruihao Yuan, Hongcheng Gao, Jing Lv, Dezhen Xue, Xihong Hao, Yaodong Yang, Turab Lookman, Brahim Dkhil, Xiaojie Lou

Enhanced electrocaloric effect in BaSn/TiO₃ ceramics by addition of CuO

Journal of Alloys and Compounds. 2020; 127, 154102

[80] Yifei Chen, Yuan Tian, Yumei Zhou*, Daqing Fang*, Xiangdong Ding, Jun Sun, Dezhen Xue*

Machine learning assisted multi-objective optimization for materials processing parameters: A case study in Mg alloy

Journal of Alloys and Compounds. 2020; 844, 156159 (* 通讯作者)

[79] 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)

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

Role of Uncertainty Estimation in Accelerating Materials Development via Active Learning

Journal of Applied Physics. 2020; 128, 014103 (* 通讯作者)

[77] Pei Liu, Haiyou Huang, Stoichko Antonov, Cheng Wen, Dezhen Xue, Houwen Chen, Longfei Li, Qiang Feng, Toshihiro Omori and Yanjing Su

Machine learning assisted design of γ′-strengthened Co-base superalloys with multi-performance optimization

npj Computational Materials. 2020; 6, 62

[76] Ruihao Yuan, Ping Lu, Hyungkyu Han, Dezhen Xue*, Aiping Chen, Quanxi Jia*, Turab Lookman*

Enhanced magnetocaloric performance in manganite bilayers

Journal of Applied Physics. 2020; 127 (15), 154102 (* 通讯作者)

[75] Dezhen Xue, Yuan Tian, Ruihao Yuan, and Turab Lookman

Bayesian Global Optimization applied to the Design of Shape Memory Alloys

In Uncertainty Quantification in Multiscale Materials Modeling, Elsevier 2020.

[74] 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)

2019

[73] 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)

[72] Changsheng Wang, Huadong Fu, Lei Jiang, Dezhen Xue, Jianxin Xie*

A property-oriented design strategy for high performance copper alloys via machine learning

npj Computational Materials. 2019; 5, 87

[71] Yangyang Xu, Dezhen Xue*, Yumei Zhou*, Tong Su, Xiangdong Ding, Jun Sun, and E. K. H. Salje

Avalanche dynamics of ferroelectric phase transitions in BaTiO₃ and 0.7Pb(Mg_2/3Nb_1/3)O₃-0.3PbTiO₃ single crystals

Applied Physics Letters, 2019; 115, 022901. (* 通讯作者)

[70] 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)

[69] Richard Mbatang, Deqing Xue, Erik Enriquez, Ruihao Yuan, Hyungkyu Han, Paul Dowden, Qiang Wang, Edwin Fohtung, Dezhen Xue, Turab Lookman, Stephen J. Pennycook* and Aiping Chen*

Enhanced magnetism in lightly doped manganite heterostructures: strain or stoichiometry?

Nanoscale, 2019; 11, 7364-7370

[68] 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)

[67] E. K. H. Salje, Dezhen Xue, Xiangdong Ding, K. A. Dahmen, J. F. Scott

Ferroelectric switching and scale invariant avalanches in BaTiO₃

Physical Review Materials. 2019; 3, 014415

[66] Turab Lookman, PV Prasanna, Dezhen Xue, Ruihao Yuan

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

npj Computational Materials. 2019; 5, 21

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

The Search for BaTiO-Based Piezoelectrics With Large Piezoelectric Coefficient Using Machine Learning

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 2019; 66, 394-401 (* 通讯作者)

2018

[64] 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)

[63] Yumei Zhou, Yu Wang, Dezhen Xue^*, Xiangdong Ding, Jun Sun, Xiaobing Ren, Turab Lookman

Mechanical relaxation and freezing in room temperature strain glass alloy Ti₅₀(Pd₄₀Cr₁₀)

Journal of Physics: Condensed Matter, 2018, 30, 345402 (* 通讯作者)

[62] Dezhen Xue, and Turab Lookman.

Discrete Pseudo Spin and Continuum Models for Strain Glass.

In Frustrated Materials and Ferroic Glasses, pp. 205-217. Springer, Cham, 2018.

[61] Prasanna B.V., Dezhen Xue, James Theiler, John Hogden, James E. Gubernatis, and Turab Lookman.

Importance of Feature Selection in Machine Learning and Adaptive Design for Materials.

In Materials Discovery and Design, pp. 59-79. Springer, Cham, 2018.

[60] Zhen Liu, Ruihao Yuan, Dezhen Xue, Wenwu Cao, Turab Lookman

Origin of large electrostrain in Sn⁴⁺ doped Ba(Zr_0.2Ti_0.8)O₃-x(Ba_0.7Ca_0.3)TiO₃ ceramics

Acta Materialia, 2018, 157, 155-164

[59] Deqing Xue, Ruihao Yuan, Dezhen Xue, Yumei Zhou^*, Guojun Zhang, Xiangdong Ding, Jun Sun

Damping and transformation behaviors of Ti₅₀(Pd_50−xCr_x) shape memory alloys with x ranging from 4.0 to 5.0

Current Applied Physics. 2018; 8, 3738

[58] Abhijith M. Gopakumar, Prasanna V. Balachandran, Dezhen Xue, James E. Gubernatis, and Turab Lookman^*

Multi-objective Optimization for Materials Discovery via Adaptive Design

Scientific Reports. 2018; 8, 3738

2017

[57] Yuanchao Ji, Dong Wang, Yu Wang, Yumei Zhou, Dezhen Xue, Kazuhiro Otsuka, Yunzhi Wang and Xiaobing Ren

Ferroic glasses

npj Computational Materials. 2017; 3, 4.

[56] Shuai Ren, Dezhen Xue, Yuanchao Ji,  Xiaolian Liu, Sen Yang, Xiaobing Ren

Low-field-triggered large magnetostriction in iron-palladium strain glass alloys

Physical Review Letters. 2017; 119, 125701. (Editor’s suggestion)

[55] Dmitry Karpov, Zhen Liu, Tomy dos Santos Rolo, Ross Harder, Prasanna B.V, Dezhen Xue, Turab Lookman, and Edwin Fohtung

Three-dimensional imaging of vortex structure in a ferroelectric nanoparticle driven by an electric field

Nature Communications. 2017; 8: 280.

[54] Jinghui Gao, Dezhen Xue, Wenfeng Liu, Chao Zhou, Xiaobing Ren

Recent progress on BaTiO₃-based piezoelectric ceramics for actuator

applications

Actuators, 2017; 6: 24

[53] Ruihao Yuan, Deqing Xue, Yumei Zhou, Xiangdong Ding, Jun Sun, and Dezhen Xue*

Ferroelectric, elastic, piezoelectric, and dielectric properties of Ba(Ti_0.7Zr_0.3)O₃-x(Ba_0.82Ca_0.18)TiO₃ Pb-free ceramics

Journal of Applied Physics, 2017; 122: 044105 (* 通讯作者)

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

Material descriptors for morphotropic phase boundary curvature in lead-freepiezoelectrics

Applied Physics Letters, 2017; 111: 032907. (* 通讯作者)

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

Statistical Inference and Adaptive Design for Materials Discovery

Current Opinion in Solid State & Materials Science, 2017; 21: 121-128.

[50] Roozbeh Dehghannasiri, Dezhen Xue, Prasanna V. Balachandran, Mohammadmahdi R. Yousefi, Lori A. Dalton, Turab Lookman, and Edward R. Dougherty

Optimal Experimental Design for Materials Discovery

Computational Materials Science, 2017; 129: 311-322.

[49] 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)

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

Role of Cadmium on the Phase Transitions and Electrical Properties of BaTiO₃ Ceramics

Ceramic International, 2017; 43: 1114-1120. (* 通讯作者)

2016

[47] 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.

[46] 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)

[45] Jian Zhang, Dezhen Xue, Xiaoying Cai, Xiangdong Ding*, Xiaobing Ren, Jun Sun,

Dislocation induced strain glass in Ti₅₀Ni₄₅Fe₅ alloy

Acta Materialia, 2016; 120: 130-137

[44] Deqing Xue, Ruihao Yuan, Yumei Zhou, Dezhen Xue*, Turab Lookman, Guojun Zhang, Xiangdong Ding and Jun Sun,

Design of High Temperature Ti-Pd-Cr Shape Memory Alloys with Small Thermal Hysteresis

Scientific Reports, 2016; 6: 28244 (* 通讯作者)

[43] Prasanna V. Balachandran, Dezhen Xue and Turab Lookman.,

Structure-T_C relationships in BaTiO₃-based ferroelectric perovskites: Anomalous behavior of (Ba,Cd)TiO₃ from DFT, statistical inference, and experiments,

Physical Review B, 2016; 93: 144111

[42] 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.

• MRS Bulletin, News & Analysis栏目专题推介：Liu, Y. (2016) ‘Adaptive design loop ushers exploration of new materials’, MRS Bulletin, 41(6), p. 424. doi: 10.1557/mrs.2016.120.

• 被多家科学网站如Breitbart News Network，EurekAlert!，Phys.org，Newswise，Nanowerk，I4U，UPI.com，e! Science News等，以”Machine Learning Increases Discovery of New Materials”，“Machine Learning helps scientists discover new materials”, “Machine Learning Accelerates the Discovery of New Materials”等为题报道。

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

Adaptive Strategies for Materials Design using Uncertainties,

Scientific Reports, 2016; 6: 19660

[40] Wenfeng Liu, Chao Zhou, Jinghui Gao, Dezhen Xue, Lixue Zhang, Shengtao Li, Xiaobing Ren.,

Progress in lead-free piezoelectric ceramics,

Materials China, 2016; 35, 011 (in Chinese)

2015

[39] Turab Lookman, Prasanna V. Balachandran, Dezhen Xue, G. Pilania, T. Shearman, James Theiler, J.E. Gubernatis, John Hogden, K. Barros, E. BenNaim, F.J. Alexander ·

A Perspective on Materials Informatics: State-of-the-Art and Challenges,

Information Science for Materials: Discovery and Design, Springer Series in Materials Science, pages 3-12; Springer International. (Book Chapter)

[38] Dezhen Xue, Jinghui Gao, Yumei Zhou, Xiangdong Ding, Jun Sun, Turab Lookman, and Xiaobing Ren,

Phase transitions and phase diagram of Ba(Zr_0.2Ti_0.8)O₃-x(Ba_0.7Ca_0.3)TiO₃ Pb-free system by anelastic measurement,

Journal of Applied Physics, 2015; 117, 124107

[37] Dezhen Xue, Yumei Zhou, Xiangdong Ding, Otsuka K, Turab Lookman, Jun Sun and Xiaobing Ren,

Ambient-temperature high damping capacity in TiPd-based martensitic alloys,

Materials Science and Engineering A, 2015; 632, 110-119

2014

[36] 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)

[35] 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)

[34] Zhang L, Zhang M, Wang L, Zhou C, Zhang Z, Yao Y, Zhang L, Dezhen Xue*,  Lou X, and Xiaobing Ren,

Phase transitions and the piezoelectricity around morphotropic phase boundary in Ba(Zr_0.2Ti_0.8)O₃-x(Ba_0.7Ca_0.3)TiO₃ lead-free solid solution,

Applied Physics Letters, 2014; 105, 162908 (* 通讯作者)

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

High temperature strain glass transition in defect doped Ti-Pdmartensitic alloys,

Physica Status Solidi B: Basic Solid State Physics, 2014; 251, 2027 (* 通讯作者)

[32] Dezhen Xue, Yumei Zhou, Xiangdong Ding, Wang Y, Zhang J, Jun Sun and Xiaobing Ren,

The transitions from glassy state to long-range ordered state in ferroic glasses,

Physica Status Solidi B: Basic Solid State Physics, 2014; 251, 2019 (Invited)

[31] Turab Lookman*, Dezhen Xue, Vasseur R, Zong H and Xiangdong Ding,

On glassy behavior in ferroics,

Physica Status Solidi B: Basic Solid State Physics, 2014; 251, 2003 (Invited)

[30] Yao Y, Chao Zhou, Dezhen Xue, Yang Y *, Xiaobing Ren,

Relationship between phase coexistence and properties in piezoelectric materials,

Materials China, 2014; 33, 32 (in Chinese)

[29] Zong H, Dezhen Xue, Xiangdong Ding, Turab Lookman *,

Phase transformation in titanium: Anisotropic deformation of omega phase,

Journal of Physics: Conference Series 2014; 500, 112042

[28] Jinghui Gao,* Zhang L, Dezhen Xue, Kimoto T, Song M, Zhong L, and Xiaobing Ren,

Symmetry determination on Pb-free piezoceramic 0.5Ba(Zr_0.2Ti_0.8)O₃-0.5(Ba_0.7Ca_0.3)TiO₃ using convergent beam electron diffraction method,

Journal of Applied Physics, 2014; 115: 054108

[27] Wang Y, Wang D, Yumei Zhou, Zhang J, Dezhen Xue, and Xiaobing Ren*,

Strain Glass as a Novel Multi-functional Material,

Mesoscopic Phenomena in Multifunctional Materials, Springer Series in Materials Science, 2014, 271-288 (Book Chapter)

2013

[26] Yumei Zhou, Dezhen Xue,* Xiangdong Ding, Zhang L, Jun Sun, Xiaobing Ren.,

Modeling the paraelectric aging effect in the acceptor doped perovskite ferroelectrics: role of oxygen vacancy,

Journal of Physics: Condensed Matter, 2013; 25: 435901. (* 通讯作者)

[25] Anna K,* Dezhen Xue,* Yumei Zhou, Xiangdong Ding, Otsuka D, A. L’vov Victor, Jun Sun, Xiaobing Ren.,

Impact of the volume change on the ageing effects in Cu–Al–Ni martensite: experiment and theory.,

Journal of Physics: Condensed Matter, 2013; 25 (33): 335402. (* 通讯作者)

[24] Sun Z, Dezhen Xue,* Wu H, Ji Y, Xiangdong Ding, Wang D, Yang Y, Xiaobing Ren.,

Time-dependent ferroelectric transition in Pb_(1-x)(Zr_0.4Ti_0.6)_(1-x/4)O₃-xLa system.,

Applied Physics Letters, 2013; 102 (22): 222907. (* 通讯作者)

2012

[23] 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

[22] Vasseur R, Dezhen Xue, Yumei Zhou, Ettoumi W, Xiangdong Ding, Xiaobing Ren, Turab Lookman,

Phase Diagram of Ferroelastic Systems in the Presence of Disorder: Analytical Model and Experimental Verification,

Physical Review B, 2012; 86: 184103.

[21] Dezhen Xue,* Yumei Zhou, Jinghui Gao, Xiangdong Ding, Xiaobing Ren.,

A comparison between tetragonal-rhombohedral and tetragonal-orthorhombic phase boundaries on piezoelectricity enhancement,

EPL (Europhysics Letters), 2012; 100 : 17010 (* 通讯作者)

[20] Wu H, * Dezhen Xue,* Lv D, Jinghui Gao, Guo S, Yumei Zhou, Xiangdong Ding, Chao Zhou, Yang S, Yang Y, Xiaobing Ren.,

Microstructure at morphotropic phase boundary in PMN-PT ceramic: Coexistence of nano-scaled {110}-type rhombohedral twin and {110}-type tetragonal twin,

Journal of Applied Physics, 2012; 112: 052004. (* 通讯作者)

[19] Yang S, Bao H, Dezhen Xue, Chao Zhou, Jinghui Gao, Wang Y, Wang J, Song X, Sun Z, Xiaobing Ren, Kazuhiro Otsuka.,

Magnetodielectric effect from the onset of ferrimagnetic transition in CoCr2O4. 

Journal of Physics D: Applied Physics 2012;45:265001.

[18] Chao Zhou, Liu W, Dezhen Xue, Xiaobing Ren, Bao H, Jinghui Gao, Zhang L.,

Triple-point-type morphotropic phase boundary based large piezoelectric Pb-free material---Ba(Ti0.8Hf0.2)O3-(Ba0.7Ca0.3)TiO3.,

Applied Physics Letters 2012;100:222910.

[17] Yao S, Ren W, Ji  H, Wu X, Shi P, Dezhen Xue, Xiaobing Ren, Ye ZG. ,

High pyroelectricity in lead-free 0.5 Ba (Zr0.2Ti0.8)O3–0.5(Ba0.7Ca0.3)TiO3 ceramics.,

Journal of Physics D: Applied Physics 2012;45:195301.

2011

[16] 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)

[15] Dezhen Xue, Yumei Zhou, Bao H, Chao Zhou, Jinghui Gao, Xiaobing Ren.,

Elastic, piezoelectric, and dielectric properties of Ba(Zr_0.2Ti_0.8)O₃-50(Ba_0.7Ca_0.3)TiO₃ Pb-free ceramic at the morphotropic phase boundary.,

Journal of Applied Physics 2011;109:054110.

• 入选ESI论文May/June 2016, 物理领域前1%

• 入选Journal of applied physics 杂志2012年度引用最多的文章之一

• 入选Journal of applied physics 杂志2010至2014年间最高引用论文之一

[14] Dezhen Xue,* Yumei Zhou, Bao H, Jinghui Gao, Chao Zhou, Xiaobing Ren.,

Large piezoelectric effect in Pb-free Ba (Ti,Sn)O3-x(Ba,Ca)TiO3 ceramics.,

Applied Physics Letters 2011;99:122901. (* 通讯作者)

• 入选Applied Physics Letters杂志2010至2014年间最高引用论文之一

[13] Dezhen Xue,* Jinghui Gao, Bao H, Yumei Zhou, Zhang L, Xiaobing Ren.,

In situ observation of thermally activated domain memory and polarization memory in an aged K+-doped (Ba, Sr) TiO3 single crystal.,

Journal of Physics: Condensed Matter 2011;23:275902. (* 通讯作者)

[12] Jinghui Gao, Dezhen Xue, Zhang L, Wang Y, Bao H, Chao Zhou, Liu W, Chen W, Xiaobing Ren,

Aging-induced domain memory in acceptor-doped perovskite ferroelectrics associated with ferroelectric-ferroelectric transition cycle.

EPL (Europhysics Letters) 2011;96:37001.

[11] Jinghui Gao, Dezhen Xue, Wang Y, Wang D, Zhang L, Wu H, Guo S, Bao H, Zhou C, Liu W.,

Microstructure basis for strong piezoelectricity in Pb-free Ba (Zr_0.2Ti_0.8)O₃-(Ba_0.7Ca_0.3)TiO₃ ceramics.,

Applied Physics Letters 2011;99:092901.

[10] Bao H, Dezhen Xue, Wang Y, Jinghui Gao, Zhang L, Yang S, Yadav K, Xiaobing Ren.,

A quantitative model for stabilization effect induced by ferroelectric aging.,

Journal of Applied Physics 2011;109:124103.

2010

[9] Yumei Zhou, Dezhen Xue, Xiangdong Ding, Wang Y, Zhang J, Zhang Z, Wang D, Kazuhiro Otsuka, Jun Sun, Xiaobing Ren.,

Strain glass in doped Ti₅₀(Ni_50-xD_x)(D= Co, Cr, Mn) alloys: Implication for the generality of strain glass in defect-containing ferroelastic systems.,

Acta Materialia; 2010;58:5433.

[8] Jinghui Gao, Dezhen Xue, Bao H, Zhang L, Chao Zhou, Liu W, Chen W, Xiaobing Ren.,

Aging-induced two-step ferroelectric-to-paraelectric transition in acceptor-doped ferroelectrics.,

Applied Physics Letters, 2010;96:082906.

[7] Jinghui Gao, Dezhen Xue, Bao H, Zhang L, Chao Zhou, Liu W, Chen W, Xiaobing Ren.,

Two-Step Ferroelectric to Paraelectric Transition Caused by Peak Aging.,

Ferroelectrics, 2010;401:24.

[6] Bao H, Chao Zhou, Dezhen Xue, Jinghui Gao, Xiaobing Ren.,

A modified lead-free piezoelectric BZT–xBCT system with higher TC.,

Journal of Physics D: Applied Physics, 2010;43:465401.

[5] Bao H, Jinghui Gao, Dezhen Xue, Chao Zhou, Zhang L, Liu W, Xiaobing Ren.,

Control of Ferroelectric Aging by Manipulating Point Defects.,

Ferroelectrics, 2010;401:45.

[4] Chao Zhou, Liu W, Bao H, Jinghui Gao, Dezhen Xue, Xiaobing Ren.,

Aging Effect in Acceptor-Donor Co-Doped Ferroelectrics.,

Ferroelectrics, 2010;404:141.

2009

[3] Dezhen Xue, Jinghui Gao, Lixue Zhang, Huixin Bao, Wenfeng Liu, Chao Zhou, Xiaobing Ren,

Aging effect in paraelectric state of ferroelectrics: Implication for a microscopic explanation of ferroelectric deaging.,

Applied Physics Letters, 2009; 94:082902.

• 被Nature China编辑F. Cheung教授在《Nature China》2009年3月的“研究焦点”专栏以“介电时效”为题专门推介相关工作，称“Xue等发现了铁电材料在顺电相的时效现象”， “为理解去时效提供了思路”。

[2] Yumei Zhou, Dezhen Xue, Xiangdong Ding, Kazuhiro Otsuka, Jun Sun, Xiaobing Ren,

High temperature strain glass in Ti(PdCr) alloy and the associated shape memory effect and superelasticity.,

Applied Physics Letters, 2009; 95:151906.

[1] Yumei Zhou, Genlian Fan, Dezhen Xue, Xiangdong Ding, Kazuhiro Otsuka, Jun Sun, and Xiaobing Ren,

High damping capacity in a wide ambient-temperature range in hydrogen-doped and hydrogen-free Ti–45Pd–5Cr martensitic alloy.,

Scripta Materialia, 2009; 61:805.