Bishnoi, Suresh

1. Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
   2022/11/10 by Abishek Thangamuthu, Thangamuthu, Abishek, Suresh Bishnoi +8 · 4 citations
   Physics and Astronomy · Materials Science · Engineering · #Model Reduction and Neural Networks #Machine Learning in Materials Science #Fuel Cells and Related Materials
2. Deep Learning Aided Rational Design of Oxide Glasses
   2019/12/25 by Ravinder, R., Sreedhara, Karthikeya H., Bishnoi, Suresh +5 · 1 citation
   #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
3. Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems
   2022/09/22 by Bishnoi, Suresh, Bhattoo, Ravinder, Ranu, Sayan +1 · 1 citation
   #Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
4. Glass Hardness: Predicting Composition and Load Effects via Symbolic Reasoning-Informed Machine Learning
   2023/01/19 by Mannan, Sajid, Zaki, Mohd, Bishnoi, Suresh +8 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)