27 citations · 32 across the 4 of their papers we have counts for
4 papers
Adding internal audio sensing to internal vision enables human-like in-hand fabric recognition with soft robotic fingertips
Iris Andrussow, Jans Solano, Benjamin A. Richardson +2
Distinguishing the feel of smooth silk from coarse cotton is a trivial everyday task for humans. When exploring such fabrics, fingertip skin senses both spatio-temporal force patte…
Fault Detection in Solar Thermal Systems using Probabilistic Reconstructions
Florian Ebmeier, Nicole Ludwig, Jannik Thuemmel +2
Solar thermal systems (STS) present a promising avenue for low-carbon heat generation, with a well-running system providing heat at minimal cost and carbon emissions. However, STS…
Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium
Francesco Carnazza, Federico Carollo, Sabine Andergassen +3
We develop a machine learning algorithm to infer the emergent stochastic equation governing the evolution of an order parameter of a many-body system. We train our neural network t…
Machine learning of a density functional for anisotropic patchy particles
Alessandro Simon, Jens Weimar, Georg Martius +1
Anisotropic patchy particles have become an archetypical statistical model system for associating fluids. Here we formulate an approach to the Kern-Frenkel model via classical dens…