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Eder Medina

2 accepted papers

2025

Real-time design of architectural structures with differentiable mechanics and neural networks

ICLR 2025poster

Designing mechanically efficient geometry for architectural structures like shells, towers, and bridges, is an expensive iterative process. Existing techniques for solving such inverse problems rely on traditional optimization methods, which are slow and computationally expensive, limiting iteration…

Cited by 1SourcePDFScholar
2023

Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity

ICLR 2023top-25%

Intelligent biological systems are characterized by their embodiment in a complex environment and the intimate interplay between their nervous systems and the nonlinear mechanical properties of their bodies. This coordination, in which the dynamics of the motor system co-evolved to reduce the comput…

Cited by 5SourcePDFScholar