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Our Publications
2025
4 papersPhysical Informed Neural Networks for modeling ocean pollutant
Authors: Karishma Battina, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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BULL-ODE: Bullwhip Learning with Neural ODEs and Universal Differential Equations under Stochastic Demand
Authors: Nachiket N Naik, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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Muon: Training and Trade-offs with Latent Attention and MoE
Authors: Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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A study of Universal ODE approaches to predicting soil organic carbon
Authors: Satyanarayana Raju G V V, Prathamesh Dinesh Joshi, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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2024
2 papersScientific machine learning in ecological systems: A study on the predator-prey dynamics
Authors: Ranabir Devgupta, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation
Authors: Raymundo Vazquez Martinez, Raj Abhijit Dandekar, Rajat Dandekar, Sreedath Panat
arXiv
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2020
2 papersBayesian neural ordinary differential equations
Authors: Raj Dandekar, Karen Chung, Vaibhav Dixit, Mohamed Tarek, Aslan Garcia-Valadez, Krishna Vishal Vemula, Chris Rackauckas
arXiv
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A machine learning aided global diagnostic and comparative tool to assess effect of quarantine control in Covid-19 spread
Authors: Raj Dandekar, Chris Rackauckas, George Barbastathis
Patterns
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