HODLRlib: A Library for Hierarchical Matrices. - Sivaram Ambikasaran; Karan Singh; Shyam Sankaran (J. Open Source Softw., 2019)

Respecting causality is all you need for training physics-informed neural networks. - Sifan Wang; Shyam Sankaran; Paris Perdikaris (CoRR, 2022)

An Expert's Guide to Training Physics-informed Neural Networks. - Sifan Wang; Shyam Sankaran; Hanwen Wang; Paris Perdikaris (CoRR, 2023)

Bridging Operator Learning and Conditioned Neural Fields: A Unifying Perspective. - Sifan Wang; Jacob H. Seidman; Shyam Sankaran; Hanwen Wang; George J. Pappas; Paris Perdikaris (CoRR, 2024)

Micrometer: Micromechanics Transformer for Predicting Mechanical Responses of Heterogeneous Materials. - Sifan Wang; Tong-Rui Liu; Shyam Sankaran; Paris Perdikaris (CoRR, 2024)

CViT: Continuous Vision Transformer for Operator Learning. - Sifan Wang; Jacob H. Seidman; Shyam Sankaran; Hanwen Wang; George J. Pappas; Paris Perdikaris (ICLR, 2025)

Simulating Three-dimensional Turbulence with Physics-informed Neural Networks. - Sifan Wang; Shyam Sankaran; Panos Stinis; Paris Perdikaris (CoRR, 2025)