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cs.LG2025
Differentiation Strategies for Acoustic Inverse Problems: Admittance Estimation and Shape Optimization
Nikolas Borrel-Jensen, Josiah Bjorgaard
We demonstrate a practical differentiable programming approach for acoustic inverse problems through two applications: admittance estimation and shape optimization for resonance da…
cs.CE2025
Surrogate-Based Differentiable Pipeline for Shape Optimization
Andrin Rehmann, Nolan Black, Josiah Bjorgaard +5
Gradient-based optimization of engineering designs is limited by non-differentiable components in the typical computer-aided engineering (CAE) workflow, which calculates performanc…