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Venkatasubramanian Viswanathan — most-cited papers & profile · AI for Science
← authors
·
overview
Venkatasubramanian Viswanathan
11
papers ·
21
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Score-Based Generative Models for Molecule Generation
2022 · 7 citations
Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics
2023 · 6 citations
AutoMat: Accelerated Computational Electrochemical systems Discovery
2020 · 2 citations
Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning
2021 · 2 citations
Foundation Models for Discovery and Exploration in Chemical Space
2025 · 1 citations
Differentiable physics-enabled closure modeling for Burgers' turbulence
2022 · 1 citations
Accurate Surface and Finite Temperature Bulk Properties of Lithium Metal at Large Scales using Machine Learning Interaction Potentials
2023 · 1 citations
Importance of equivariant and invariant symmetries for fluid flow modeling
2023 · 1 citations
Closed-Loop Design of Proton Donors for Lithium-Mediated Ammonia Synthesis with Interpretable Models and Molecular Machine Learning
2020
Chemellia: An Ecosystem for Atomistic Scientific Machine Learning
2023
Differentiable Modeling and Optimization of Battery Electrolyte Mixtures Using Geometric Deep Learning
2023
Top co-authors
Bharath Ramsundar
· 4
Adarsh Dave
· 3
Dhairya Gandhi
· 3
Romit Maulik
· 3
Varun Shankar
· 3
Emil Annevelink
· 2
Hongyi Lin
· 2
Hongyi Lin
· 2
Rachel Kurchin
· 2
Shang Zhu
· 2
Alan Edelman
· 1
Albert Musaelian
· 1
Topics
Chemistry
Materials
Physics ML
Drug Discovery