Shyam Sankaran

According to our database, Shyam Sankaran authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Micrometer: Micromechanics Transformer for Predicting Mechanical Responses of Heterogeneous Materials.

Sifan Wang, Tong-Rui Liu, Shyam Sankaran, Paris Perdikaris

CoRR, 2024

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

2023

An Expert's Guide to Training Physics-informed Neural Networks.

Sifan Wang, Shyam Sankaran, Hanwen Wang, Paris Perdikaris

CoRR, 2023

2022

Respecting causality is all you need for training physics-informed neural networks.

Sifan Wang, Shyam Sankaran, Paris Perdikaris

CoRR, 2022

2019

HODLRlib: A Library for Hierarchical Matrices.

Sivaram Ambikasaran, Karan Singh, Shyam Sankaran

J. Open Source Softw., 2019