Zobrazeno 1 - 10
of 379
pro vyhledávání: '"92-08"'
Autor:
Gadhia, Nandini, Smyrnakis, Michalis, Liu, Po-Yu, Blake, Damer, Hay, Melanie, Nguyen, Anh, Richards, Dominic, Xia, Dong, Krishna, Ritesh
Graph-based machine learning methods are useful tools in the identification and prediction of variation in genetic data. In particular, the comprehension of phenotypic effects at the cellular level is an accelerating research area in pharmacogenomics
Externí odkaz:
http://arxiv.org/abs/2412.03744
Autor:
Sarnighausen, Gesa, Nguyen, Tram Thi Ngoc, Hohage, Thorsten, Sinha, Mangalika, Koester, Sarah, Betz, Timo, Schwarz, Ulrich Sebastian, Wald, Anne
Traction force microscopy is a method widely used in biophysics and cell biology to determine forces that biological cells apply to their environment. In the experiment, the cells adhere to a soft elastic substrate, which is then deformed in response
Externí odkaz:
http://arxiv.org/abs/2411.19917
Autor:
Cassidy, Tyler
Delayed processes are ubiquitous throughout biology. These delays may arise through maturation processes or as the result of complex multi-step networks, and mathematical models with distributed delays are increasingly used to capture the heterogenei
Externí odkaz:
http://arxiv.org/abs/2410.09451
In this paper, we study the significance of ecological interactions and separation of birth and death dynamics in heterogeneous stochastic populations. Interactions can manifest through the birth dynamics, the death dynamics, or some combination of t
Externí odkaz:
http://arxiv.org/abs/2410.09041
We enhance machine learning algorithms for learning model parameters in complex systems represented by ordinary differential equations (ODEs) with domain decomposition methods. The study evaluates the performance of two approaches, namely (vanilla) P
Externí odkaz:
http://arxiv.org/abs/2410.01599
Recent advances in control theory yield closed-loop neurostimulations for suppressing epileptiform seizures. These advances are illustrated by computer experiments which are easy to implement and to tune. The feedback synthesis is provided by an inte
Externí odkaz:
http://arxiv.org/abs/2410.01403
The dual phosphorylation network provides an essential component of intracellular signaling, affecting the expression of phenotypes and cell metabolism. For particular choices of kinetic parameters, this system exhibits multistationarity, a property
Externí odkaz:
http://arxiv.org/abs/2409.16234
Autor:
Park, Jeungeun, Kim, Yongsam, Lee, Wanho, Pfeifer, Veronika, Muraveva, Valeriia, Beta, Carsten, Lim, Sookkyung
We present a mathematical model of lophotrichous bacteria, motivated by Pseudomonas putida, which swim through fluid by rotating a cluster of multiple flagella extended from near one pole of the cell body. Although the flagella rotate individually, t
Externí odkaz:
http://arxiv.org/abs/2408.12907
In this study, we couple a population dynamics model with a model for optimal foraging to study the interdependence between individual-level cost-benefits and population-scale dynamics. Specifically, we study the logistic growth model, which provides
Externí odkaz:
http://arxiv.org/abs/2408.02552
Large language models (LLMs) are having transformative impacts across a wide range of scientific fields, particularly in the biomedical sciences. Just as the goal of Natural Language Processing is to understand sequences of words, a major objective i
Externí odkaz:
http://arxiv.org/abs/2407.11435