Suresh Bishnoi

Employment

Employment history is unavailable.

Education

• Indian Institute of Technology Delhi PhD
  2020 - 2026
• Indian Institute of Technology Delhi B. Tech
  2016 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (19)

• BROGNET: MOMENTUM CONSERVING GRAPH NEURAL STOCHASTIC DIFFERENTIAL EQUATION FOR LEARNING BROWNIAN DYNAMICS
  12th International Conference on Learning Representations Iclr 2024 2024
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• Glass hardness: Predicting composition and load effects via symbolic reasoning-informed machine learning
  Acta Materialia 2023 DOI: 10.1016/j.actamat.2023.119046
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• Understanding the compositional control on electrical, mechanical, optical, and physical properties of inorganic glasses with interpretable machine learning
  Acta Materialia 2023 DOI: 10.2139/ssrn.4075602
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• DISCOVERING SYMBOLIC LAWS DIRECTLY FROM TRAJECTORIES WITH HAMILTONIAN GRAPH NEURAL NETWORKS
  Arxiv 2023
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• ENHANCING THE INDUCTIVE BIASES OF GRAPH NEURAL ODE FOR MODELING PHYSICAL SYSTEMS
  11th International Conference on Learning Representations Iclr 2023 2023
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• Graph Neural Stochastic Differential Equations for Learning Brownian Dynamics
  Arxiv 2023
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• Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
  Advances in Neural Information Processing Systems 2022 DOI: 10.48550/arXiv.2211.05520
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• Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical Descriptors
  2022 DOI: 10.48550/arXiv.2210.10507
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• Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems
  ICLR 2022 DOI: 10.48550/ARXIV.2209.10740
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• Interpreting the optical properties of oxide glasses with machine learning and Shapely additive explanations
  Journal of the American Ceramic Society 2022 DOI: 10.1111/jace.18345
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