Awesome AI for Science
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Varun Shankar — most-cited papers & profile · AI for Science
← authors
·
overview
Varun Shankar
6
papers ·
35
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations
2022 · 22 citations
Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics
2023 · 6 citations
Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases
2024 · 4 citations
HyResPINNs: A Hybrid Residual Physics-Informed Neural Network Architecture Designed to Balance Expressiveness and Trainability
2024 · 1 citations
Differentiable physics-enabled closure modeling for Burgers' turbulence
2022 · 1 citations
Importance of equivariant and invariant symmetries for fluid flow modeling
2023 · 1 citations
Top co-authors
Romit Maulik
· 3
Venkatasubramanian Viswanathan
· 3
Madison Cooley
· 2
Robert M. Kirby
· 2
Shandian Zhe
· 2
Hojin Kim
· 1
Ramansh Sharma
· 1
Ramesh Balakrishnan
· 1
Shivam Barwey
· 1
Vedant Puri
· 1
Zico Kolter
· 1
Topics
Physics ML
Math & Equations