Advancing Mathematical Epidemic Modeling via synergies with Chemical Reaction Network Theory and Lagrange-Hamilton Geometry

F Avram, R Adenane, M Neagu - arXiv preprint arXiv:2406.03269, 2024 - arxiv.org
This essay reviews some key concepts in mathematical epidemiology and examines the
intersection of this field with related scientific disciplines, such as chemical reaction network …

Specular Polynomials

Z Fan, J Guo, Y Wang, T Xiao, H Zhang… - ACM Transactions on …, 2024 - dl.acm.org
Finding valid light paths that involve specular vertices in Monte Carlo rendering requires
solving many non-linear, transcendental equations in high-dimensional space. Existing …

Designing Machine Learning Tools to Characterize Multistationarity of Fully Open Reaction Networks

S Yao, AH Sadeghimanesh, M England - arXiv preprint arXiv:2407.01760, 2024 - arxiv.org
We present the first use of machine learning tools to predict multistationarity of reaction
networks. Chemical Reaction Networks (CRNs) are the mathematical formulation of how the …

[PDF][PDF] Saving Research Budgets by Improving Algebraic Tools for the Study of Population Dynamics

AH Sadeghimanesh - … for Britain exhibition of posters by …, 2022 - pureportal.coventry.ac.uk
AmirHosein Sadeghimanesh Introduction Population Dynamics Analysis by observations only
Simple example Connected populations Alg Page 1 Saving Research Budgets by Improving …