David J. Srolovitz, Adjunct Professor in Materials Science and Engineering (MSE) and the founder of PICS, along with PICS members Kongtao Chen, an MSE graduate student, and Jian Han, a postdoctoral researcher in MSE in collaboration with Xiaoqing Pan, Professor and Henry Samueli Endowed Chair in Engineering at the University of California at Irvine have been published in the Proceedings of the National Academy of Sciences of the United States of America.
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets
The Perdikaris Group has a new paper in preprint about deep operator networks. Abstract Deep operator networks (DeepONets)…
April 1, 2021
Harnessing fluctuation theorems to discover free energy and dissipation potentials from non-equilibrium data
Shenglin Huang, Chuanpeng Sun, Prashant K Purohit and Celia Reina have a new paper out in the Journal…
April 9, 2021