Ravinder Bhattoo

Understanding the compositional control on electrical, mechanical, optical, and physical properties of inorganic glasses with interpretable machine learning

Ravinder Bhattoo, Suresh Bishnoi, Mohd Zaki et al. · Acta Materialia · 2022 · 63 citations

Natural Sciences, Materials Engineering, Materials Science +17

Interpreting the optical properties of oxide glasses with machine learning and Shapely additive explanations

Mohd Zaki, Vineeth Venugopal, Ravinder Bhattoo et al. · Journal of the American Ceramic Society · 2022 · 41 citations

Natural Sciences, Materials Engineering, Materials Science +13

Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan · arXiv (Cornell University) · 2022 · 16 citations · Full text

Engineering, Computer Science, Mechanical Engineering +17

Learning the dynamics of particle-based systems with Lagrangian graph neural networks

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan · Machine Learning Science and Technology · 2023 · 13 citations · Full text

Computing, Computer Science, Physics +12

Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems

Abishek Thangamuthu, Suresh Bishnoi, Ravinder Bhattoo et al. · arXiv (Cornell University) · 2022 · 12 citations · Full text

Computing, Computer Science, Physics +16