3 papers
cond-mat.stat-mech2024
Rigorously proven chaos in chemical kinetics
M. Susits, J. Tóth
This study addresses a longstanding question regarding the mathematical proof of chaotic behavior in kinetic differential equations. Following the numerous numerical and experiment…
math-ph2024
Symbolic Solution of Systems of Polynomial Differential Equations Via The Cauchy-Riemann Equations. Applications to Kinetic Differential Equations
Kelvin Kiprono, János Tóth
The differential equations of chemical kinetics are systems of nonlinear (polynomial) differential equations, therefore their solutions cannot usually be found in symbolic form. He…
cs.NE2023
MAC, a novel stochastic optimization method
Attila László Nagy, Goitom Simret Kidane, Tamás Turányi +1
A novel stochastic optimization method called MAC was suggested. The method is based on the calculation of the objective function at several random points and then an empirical exp…