55 citations · 56 across the 2 of their papers we have counts for
2 papers
cs.CE2023★ 1 cited
Parameter Identification by Deep Learning of a Material Model for Granular Media
Derick Nganyu Tanyu, Isabel Michel, Andreas Rademacher +2
Classical physical modelling with associated numerical simulation (model-based), and prognostic methods based on the analysis of large amounts of data (data-driven) are the two mos…
cs.LG2022★ 55 cited
Deep Learning Methods for Partial Differential Equations and Related Parameter Identification Problems
Derick Nganyu Tanyu, Jianfeng Ning, Tom Freudenberg +4
Recent years have witnessed a growth in mathematics for deep learning--which seeks a deeper understanding of the concepts of deep learning with mathematics and explores how to make…