Fitting parameters of a Fokker-Planck-like equation with constraint
Kevin Atsou, Thierry Goudon, Pierre-Emmanuel Jabin

TL;DR
This paper investigates a Fokker-Planck-like equation with a scalar parameter to satisfy an integral constraint, establishing conditions for solution existence and uniqueness, motivated by tumor immune control applications.
Contribution
It introduces criteria for existence and uniqueness of solutions to a constrained Fokker-Planck-like equation, including counter-examples, with applications to tumor immune response modeling.
Findings
Criteria for solution existence and uniqueness
Counter-examples illustrating limitations
Application relevance to tumor immune control
Abstract
We analyse a Fokker-Planck like equation, driven by a scalar parameter in order to reach an integral constraint. We exhibit criteria guaranteeing existence-uniqueness of a solution. We also provide counter-examples. This problem is motivated by an application to the immune control of tumor growth.
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Taxonomy
TopicsStatistical Mechanics and Entropy · Advanced Thermodynamics and Statistical Mechanics · Complex Systems and Time Series Analysis
