notesum.ai

Published at November 14

Improving hp-Variational Physics-Informed Neural Networks for Steady-State Convection-Dominated Problems

math.NA
cs.CE
cs.LG
cs.NA

Released Date: November 14, 2024

Authors: Thivin Anandh1, Divij Ghose1, Himanshu Jain1, Pratham Sunkad2, Sashikumaar Ganesan1, Volker John3

Aff.: 1Department of Computational and Data Sciences, Indian Institute of Science, Bangalore, Karnataka, India; 2Department of Mechanical Engineering, Indian Institute of Technology, Madras, Tamil Nadu, India; 3Numerical Mathematics and Scientific Computing, Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany; Department of Mathematics and Computer Science, Freie University Berlin, Germany

Arxiv: http://arxiv.org/abs/2411.09329v1