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math.OC2024★ 2 cited
Volume-preserving geometric shape optimization of the Dirichlet energy using variational neural networks
Amaury Bélières--Frendo, Emmanuel Franck, Victor Michel-Dansac +1
In this work, we explore the numerical solution of geometric shape optimization problems using neural network-based approaches. This involves minimizing a numerical criterion that…
cs.SD2024★ 4 cited
Fully Reversing the Shoebox Image Source Method: From Impulse Responses to Room Parameters
Tom Sprunck, Antoine Deleforge, Yannick Privat +1
We present an algorithm that fully reverses the shoebox image source method (ISM), a popular and widely used room impulse response (RIR) simulator for cuboid rooms introduced by Al…