Roberto Molinaro

Estimates on the generalization error of physics-informed neural networks for approximating a class of inverse problems for PDEs

Siddhartha Mishra, Roberto Molinaro, R. Molinaro, 2020, IMA Journal of Numerical Analysis.

Physics Informed Neural Networks (PINNs)for approximating nonlinear dispersive PDEs pdf

Siddhartha Mishra, Ujjwal Koley, Roberto Molinaro, 2021, Journal of Computational Mathematics.

Electric properties of dust devils

C. Molfese, Ralph D. Lorenz, L. Marty, 2018, Earth and Planetary Science Letters.