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20172026
most citedPhysics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data

1.1k citations · 2.3k across the 25 of their papers we have counts for

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cs.RO2025

Active Learning Design: Modeling Force Output for Axisymmetric Soft Pneumatic Actuators

Gregory M. Campbell, Gentian Muhaxheri, Leonardo Ferreira Guilhoto +4

Soft pneumatic actuators (SPA) made from elastomeric materials can provide large strain and large force. The behavior of locally strain-restricted hyperelastic materials under infl…