I am Anurag Singh, a Ph.D. scholar in the School of Mathematical & Statistical Sciences at the Indian Institute of Technology Mandi, Himachal Pradesh, India. My research focuses on Sparse Identification of Nonlinear Dynamical Systems, Gaussian Process Regression, and Physics-Informed Neural Networks, with applications in Ecology.