3 papers
cs.LG2021
Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models
Arnd Koeppe, Franz Bamer, Michael Selzer +2
(Artificial) neural networks have become increasingly popular in mechanics to accelerate computations with model order reduction techniques and as universal models for a wide varie…
physics.flu-dyn2018
Breakup of liquid jets and the formation of satellite and subsatellite droplets
Fei Wang, Oleg Tschukin, Gabriel Cadilha Marques +3
A spontaneous breakup of a liquid jet results in the formation of a chain of droplets, which is a daily observed phenomenon, such as in the raining process and under an open water-…
cs.SE2018
Experience Report: Formal Methods in Material Science
Bernhard Beckert, Britta Nestler, Moritz Kiefer +2
Increased demands in the field of scientific computation require that algorithms be more efficiently implemented. Maintaining correctness in addition to efficiency is a challenge t…