Rohit Tripathy

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems

Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis

Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks

Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification