Rafael Pastrana | DeepAI

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research

∙ 07/23/2023

JAX FDM: A differentiable solver for inverse form-finding

We introduce JAX FDM, a differentiable solver to design mechanically eff...

0 Rafael Pastrana, et al. ∙

research

∙ 11/14/2022

Disentangling Variational Autoencoders

A variational autoencoder (VAE) is a probabilistic machine learning fram...

0 Rafael Pastrana, et al. ∙

research

∙ 11/04/2021

Constrained Form-Finding of Tension-Compression Structures using Automatic Differentiation

This paper proposes a computational approach to form-find pin-jointed, b...

0 Rafael Pastrana, et al. ∙

research

∙ 04/10/2021

Three Cooperative Robotic Fabrication Methods for the Scaffold-Free Construction of a Masonry Arch

Geometrically complex masonry structures (e.g., arches, domes, vaults) a...

0 Edvard P. G. Bruun, et al. ∙