Mathematical Modeling in Systems Biology

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Alan Turing; apoptosis; artificial neural networks; asymptotic stability; batch fermentation; Biology, life sciences; biophysical modeling; Caputo; cell death; cholera; computational analysis; critical learning period; death execution pathways; delay differential equations; developmental gene regulatory networks; differential entropy; differential equations model; discrete entropy; DNA codes; DNA damage repair; echo state network; Eric Davidson; estimability analysis; evolutionary origins; ferroptosis; finite-difference methods; fractional order; geometrical information; gray map; heterogeneity; HPA axis; immunogenic cell death; in silico experimentation; information theory; Kluyveromyces marxianus; Levenberg—Marquardt algorithm; liquid state machine; machine learning; Major Depressive Disorder; mathematical model; mathematical modeling; mathematical models; Mathematics and Science; n/a; necroptosis; nonlinear data fitting; nonlinear mechanistic model; numerical solutions; optimization techniques; parameter subset selection; pattern formation; pyroptosis; Python; radiation-induced DNA damage; reaction–diffusion models in morphogenesis; Reference, Information and Interdisciplinary subjects; regulatory networks; Research and information: general; reservoir computing; reversible code; saturated incidence rate; sensitivity analysis; stochastic biochemical systems; stochastic simulation algorithm; stress test; system size expansion; Verification & Validation; well-posedness

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.