77 citations · 233 across the 52 of their papers we have counts for
4 papers · 1 filter
Neural PDE Solvers for Irregular Domains
Biswajit Khara, Ethan Herron, Zhanhong Jiang +8
Neural network-based approaches for solving partial differential equations (PDEs) have recently received special attention. However, the large majority of neural PDE solvers only a…
Direct Immersogeometric Fluid Flow and Heat Transfer Analysis of Objects Represented by Point Clouds
Aditya Balu, Manoj R. Rajanna, Joel Khristy +3
Immersogeometric analysis (IMGA) is a geometrically flexible method that enables one to perform multiphysics analysis directly using complex computer-aided design (CAD) models. In…
Distributed Online Non-convex Optimization with Composite Regret
Zhanhong Jiang, Aditya Balu, Xian Yeow Lee +3
Regret has been widely adopted as the metric of choice for evaluating the performance of online optimization algorithms for distributed, multi-agent systems. However, data/model va…
Concept Activation Vectors for Generating User-Defined 3D Shapes
Stefan Druc, Aditya Balu, Peter Wooldridge +2
We explore the interpretability of 3D geometric deep learning models in the context of Computer-Aided Design (CAD). The field of parametric CAD can be limited by the difficulty of…