DeepPhysics: a physics aware deep learning framework for real-time simulation
Alban Odot,
Ryadh Haferssas,
Stéphane Cotin
Abstract:Real-time simulation of elastic structures is essential in many applications, from computer-guided surgical interventions to interactive design in mechanical engineering. The Finite Element Method is often used as the numerical method of reference for solving the partial differential equations associated with these problems. Yet, deep learning methods have recently shown that they could represent an alternative strategy to solve physics-based problems 1,2,3 . In this paper, we propose a solution to simulate hy… Show more
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