DeBCR: a sparsity-efficient framework for image enhancement through a deep-learning-based solution to inverse problems. [PDF]
Li R +4 more
europepmc +1 more source
TextureWGAN: texture preserving WGAN with multitask regularizer for computed tomography inverse problems. [PDF]
Ikuta M, Zhang J.
europepmc +1 more source
Liquid Crystalline Elastomers in Soft Robotics: Assessing Promise and Limitations
Liquid crystalline elastomers (LCEs) are programmable soft materials that undergo large, anisotropic deformation in response to external stimuli. Their molecular alignment encodes directional actuation in a monolithic structure, making them long‐standing candidates for soft robotic systems.
Justin M. Speregen, Timothy J. White
wiley +1 more source
Correction: WF-PINNs: solving forward and inverse problems of burgers equation with steep gradients using weak-form physics-informed neural networks. [PDF]
Wang X, Yi S, Gu H, Xu J, Xu W.
europepmc +1 more source
Structural engineering from an inverse problems perspective. [PDF]
Gallet A +9 more
europepmc +1 more source
Compliant Pneumatic Feet with Real‐Time Stiffness Adaptation for Humanoid Locomotion
A compliant pneumatic foot with real‐time variable stiffness enables humanoid robots to adapt to changing terrains. Using onboard vision and pressure control, the foot modulates stiffness within each gait cycle, reducing impact forces and improving balance. The design, cast in soft silicone with embedded air chambers and Kevlar wrapping, offers durable,
Irene Frizza +3 more
wiley +1 more source
Learning latent hardening: enhancing deep learning with domain knowledge for material inverse problems. [PDF]
Tian Q +3 more
europepmc +1 more source
Span of regularization for solution of inverse problems with application to magnetic resonance relaxometry of the brain. [PDF]
Bi C, Ou MY, Bouhrara M, Spencer RG.
europepmc +1 more source
Efficient and Robust Standing Postures of Quadruped Robots
A calibrated static framework estimates load, optimizes torques, and adapts posture so quadruped robots stand efficiently and robustly under external payloads, achieving up to 50% lower torque demand. Inspired by the natural posture adjustments of animals under external loading, this article presents an optimization‐based framework for minimizing joint
Mohamad Kanaan +5 more
wiley +1 more source
Generative modelling meets Bayesian inference: a new paradigm for inverse problems. [PDF]
Oliviero-Durmus A +4 more
europepmc +1 more source

