We characterize and remedy a failure mode that may arise from multi-scale dynamics with scale imbalances during training of deep neural networks, such as physics informed neural …
M Klann, H Koeppl - International journal of molecular sciences, 2012 - mdpi.com
Cells are highly organized objects containing millions of molecules. Each biomolecule has a specific shape in order to interact with others in the complex machinery. Spatial dynamics …
IF Sbalzarini - Bioessays, 2013 - Wiley Online Library
This essay provides an introduction to the terminology, concepts, methods, and challenges of image‐based modeling in biology. Image‐based modeling and simulation aims at using …
A Mietke, F Jülicher… - Proceedings of the …, 2019 - National Acad Sciences
Mechanochemical processes in thin biological structures, such as the cellular cortex or epithelial sheets, play a key role during the morphogenesis of cells and tissues. In particular …
S Okada, M Leda, J Hanna, NS Savage, E Bi… - Developmental cell, 2013 - cell.com
Asymmetric cell division plays a crucial role in cell differentiation, unequal replicative senescence, and stem cell maintenance. In budding yeast, the identities of mother and …
EJ Fuselier, GB Wright - Journal of Scientific Computing, 2013 - Springer
In this paper we present a high-order kernel method for numerically solving diffusion and reaction-diffusion partial differential equations (PDEs) on smooth, closed surfaces …
We present a computational study of bending models for the curvature elasticity of lipid bilayer membranes that are relevant for simulations of vesicles and red blood cells. We …
M Frittelli, I Sgura - ESAIM: Mathematical Modelling and Numerical …, 2018 - numdam.org
We present and analyze a Virtual Element Method (VEM) for the Laplace-Beltrami equation on a surface in R3, that we call Surface Virtual Element Method (SVEM). The method …
In this article we present a new implicit numerical scheme for reaction–diffusion–advection equations on an evolving in time hypersurface Γ (t). The partial differential equations are …