81 citations · 160 across the 12 of their papers we have counts for
4 papers · 1 filter
Interpolation-based reproducing kernel particle method
Jennifer E. Fromm, John A. Evans, J. S. Chen
Meshfree methods, including the reproducing kernel particle method (RKPM), have been widely used within the computational mechanics community to model physical phenomena in materia…
Interpolation-based immersogeometric analysis methods for multi-material and multi-physics problems
Jennifer E. Fromm, Nils Wunsch, Kurt Maute +2
Immersed boundary methods are high-order accurate computational tools used to model geometrically complex problems in computational mechanics. While traditional finite element meth…
N-Adaptive Ritz Method: A Neural Network Enriched Partition of Unity for Boundary Value Problems
Jonghyuk Baek, Yanran Wang, J. S. Chen
Conventional finite element methods are known to be tedious in adaptive refinements due to their conformal regularity requirements. Further, the enrichment functions for adaptive r…
Thermodynamically Consistent Machine-Learned Internal State Variable Approach for Data-Driven Modeling of Path-Dependent Materials
Xiaolong He, Jiun-Shyan Chen
Characterization and modeling of path-dependent behaviors of complex materials by phenomenological models remains challenging due to difficulties in formulating mathematical expres…