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

Our paper titled "Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks" has been accepted for publication by the Journal of Computational Physics.

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Sharmila Karumuri
Ph.D. Student

Sharmila received her Dual degree in Product Design from the Mechanical Engineering Department, IIT Madras, India. She is currently PhD student at Predictive Science Lab and she works on high-dimensional uncertainty quantification using physics-informed deep neural networks.