Varun Shankar

Multiscale graph neural network autoencoders for interpretable scientific machine learning

Shivam Barwey, Varun Shankar, Venkatasubramanian Viswanathan et al. · Journal of Computational Physics · 2023 · 34 citations · Full text

Computing, Computer Science, Machine Learning +12

Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations

Ramansh Sharma, Varun Shankar · arXiv (Cornell University) · 2022 · 22 citations · Full text

Computing, Computer Science, Physics +13

Differentiable physics-enabled closure modeling for Burgers’ turbulence

Varun Shankar, Vedant Puri, Ramesh Balakrishnan et al. · Machine Learning Science and Technology · 2023 · 17 citations · Full text

Natural Sciences, Data Science, Physics +16

Differentiable turbulence: Closure as a partial differential equation constrained optimization

Varun Shankar, Dibyajyoti Chakraborty, Venkatasubramanian Viswanathan et al. · Physical Review Fluids · 2025 · 16 citations

Natural Sciences, Computational Engineering, Physics +17

The impact of a low traffic neighbourhood intervention on urban noise measured with low-cost sensors in Oxford, UK

Felix Leach, Jingyuan Yang, Varun Shankar et al. · Transportation Research Part D Transport and Environment · 2024 · 10 citations · Full text

Natural Sciences, Environmental Sciences, Urban Health +16