Shivam Barwey

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Neural Network Is Trained

Directed Acyclic Graph

Top Venues

J. Comput. Phys.

Publications

Shivam Barwey, Venkat Raman
Jacobian-scaled K-means clustering for physics-informed segmentation of reacting flows. J. Comput. Phys. 514 (2024)
Dibyajyoti Chakraborty, Shivam Barwey, Hong Zhang, Romit Maulik
A note on the error analysis of data-driven closure models for large eddy simulations of turbulence. CoRR (2024)
Shivam Barwey, Venkat Raman
Jacobian-Scaled K-means Clustering for Physics-Informed Segmentation of Reacting Flows. CoRR (2023)
Shivam Barwey, Varun Shankar, Venkatasubramanian Viswanathan, Romit Maulik
Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning. CoRR (2023)
Shivam Barwey, Romit Maulik
Interpretable Fine-Tuning for Graph Neural Network Surrogate Models. CoRR (2023)
Shivam Barwey, Varun Shankar, Venkatasubramanian Viswanathan, Romit Maulik
Multiscale graph neural network autoencoders for interpretable scientific machine learning. J. Comput. Phys. 495 (2023)
Varun Shankar, Shivam Barwey, Zico Kolter, Romit Maulik, Venkatasubramanian Viswanathan
Importance of equivariant and invariant symmetries for fluid flow modeling. CoRR (2023)
Shivam Barwey, Malik Hassanaly, Venkat Raman, Adam Steinberg
Using machine learning to construct velocity fields from OH-PLIF images. CoRR (2019)