3 papers
cond-mat.mtrl-sci2020
Efficient Estimation of Material Property Curves and Surfaces via Active Learning
Yuan Tian, Dezhen Xue, Ruihao Yuan +4
The relationship between material properties and independent variables such as temperature, external field or time, is usually represented by a curve or surface in a multi-dimensio…
cond-mat.mtrl-sci2020
Enhanced energy storage density by reversible domain switching in acceptor doped ferroelectrics
Zhiyang Wang, Deqing Xue, Dezhen Xue +3
Typical ferroelectrics possess a large spontaneous polarization Ps but simultaneously a large remnant polarization Pr as well, resulting in an inferior energy storage density.A mec…
cond-mat.dis-nn2019
Machine learning magnetic parameters from spin configurations
Dingchen Wang, Songrui Wei, Anran Yuan +5
Hamiltonian parameter estimation is crucial in condensed matter physics, but time and cost consuming in terms of resources used. With advances in observation techniques, high-resol…