2 citations · 2 across the 3 of their papers we have counts for
4 papers
Robust inverse material design with physical guarantees using the Voigt-Reuss Net
Sanath Keshav, Felix Fritzen
We propose a spectrally normalized surrogate for forward and inverse mechanical homogenization with hard physical guarantees. Leveraging the Voigt-Reuss bounds, we factor their dif…
Microstructural Insights into Fast Ion Transport in Solid Electrolytes via Multiscale Modeling
Yongliang Ou, Lena Scholz, Sanath Keshav +7
Improving solid electrolytes is critical for high-performance all-solid-state batteries, yet the microstructural features that enable fast ion transport remain poorly understood. H…
Spectral Normalization and Voigt-Reuss net: A universal approach to microstructure-property forecasting with physical guarantees
Sanath Keshav, Julius Herb, Felix Fritzen
Heterogeneous materials are crucial to producing lightweight components, functional components, and structures composed of them. A crucial step in the design process is the rapid e…
FFT-based Homogenization at Finite Strains using Composite Boxels (ComBo)
Sanath Keshav, Felix Fritzen, Matthias Kabel
Computational homogenization is the gold standard for concurrent multi-scale simulations (e.g., FE2) in scale-bridging applications. Experimental and synthetic material microstruct…