2 citations · 20 across the 53 of their papers we have counts for
4 papers · 2 filters
Scientific machine learning in ecological systems: A study on the predator-prey dynamics
Ranabir Devgupta, Raj Abhijit Dandekar, Rajat Dandekar +1
In this study, we apply two pillars of Scientific Machine Learning: Neural Ordinary Differential Equations (Neural ODEs) and Universal Differential Equations (UDEs) to the Lotka Vo…
A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation
Raymundo Vazquez Martinez, Raj Abhijit Dandekar, Rajat Dandekar +1
In this study, we apply two pillars of Scientific Machine Learning: Neural Ordinary Differential Equations (Neural ODEs) and Universal Differential Equations (UDEs) to the Chandras…
A Scientific Machine Learning Approach for Predicting and Forecasting Battery Degradation in Electric Vehicles
Sharv Murgai, Hrishikesh Bhagwat, Raj Abhijit Dandekar +2
Carbon emissions are rising at an alarming rate, posing a significant threat to global efforts to mitigate climate change. Electric vehicles have emerged as a promising solution, b…
Modeling chaotic Lorenz ODE System using Scientific Machine Learning
Sameera S Kashyap, Raj Abhijit Dandekar, Rajat Dandekar +1
In climate science, models for global warming and weather prediction face significant challenges due to the limited availability of high-quality data and the difficulty in obtainin…