2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CE2026
A Variational Kolosov--Muskhelishvili Network for Elasticity and Fracture
Shuwei Zhou, Christian Häffner, Sophie Stebner +3
Physics-informed neural networks provide a mesh-free framework for solving partial differential equation-governed problems in solid mechanics. However, most existing formulations i…
cs.CE2026★ 2 cited
Transfer-learned Kolosov-Muskhelishvili Informed Neural Networks for Fracture Mechanics
Shuwei Zhou, Christian Haeffner, Shuancheng Wang +5
Physics-informed neural networks have been widely applied to solid mechanics problems. However, balancing the governing partial differential equations and boundary conditions remai…