Mathematical Modeling in Systems Biology

• Otros Autores: Kraikivski, Pavel (Editor)
• Formato: Electrónico Capítulo de libro
• Lenguaje: inglés
• Publicado: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Materias: Research & information: general; Biology, life sciences; differential entropy; discrete entropy; geometrical information; heterogeneity; information theory; cell death; apoptosis; necroptosis; ferroptosis; pyroptosis; immunogenic cell death; regulatory networks; death execution pathways; mathematical models; computational analysis; mathematical modeling; artificial neural networks; numerical solutions; delay differential equations; optimization techniques; machine learning; Levenberg-Marquardt algorithm; HPA axis; Major Depressive Disorder; stress test; Python; Verification & Validation; differential equations model; reversible code; gray map; DNA codes; mathematical model; fractional order; Caputo; cholera; well-posedness; saturated incidence rate; asymptotic stability; batch fermentation; in silico experimentation; Kluyveromyces marxianus; nonlinear data fitting; nonlinear mechanistic model; reaction-diffusion models in morphogenesis; pattern formation; developmental gene regulatory networks; Alan Turing; Eric Davidson; evolutionary origins; critical learning period; liquid state machine; reservoir computing; echo state network; stochastic simulation algorithm; stochastic biochemical systems; sensitivity analysis; finite-difference methods; parameter subset selection; estimability analysis; biophysical modeling; radiation-induced DNA damage; system size expansion; DNA damage repair; n/a
• Acceso en línea: DOAB: download the publication; DOAB: description of the publication

The reprint presents a collection of systems biology-related topics and new studies that utilize computational, mathematical, and systems-oriented approaches to reveal important aspects of various biological problems.