Instead of rewriting foreign code for machine learning, automatically synthesize fast gradients

W Moses, V Churavy - Advances in neural information …, 2020 - proceedings.neurips.cc
Applying differentiable programming techniques and machine learning algorithms to foreign
programs requires developers to either rewrite their code in a machine learning framework …

[HTML][HTML] Aspects related to the importance of using predictive models in sheep production. Review

AL Chaves Gurgel, GS Difante… - Revista mexicana de …, 2023 - scielo.org.mx
Sheep production systems face numerous challenges, which make decision-making a
process fraught with risks and uncertainties. Modelling is a helpful tool in this respect, as it …

[HTML][HTML] Advancing Mathematical Epidemiology and Chemical Reaction Network Theory via Synergies Between Them

F Avram, R Adenane, M Neagu - Entropy, 2024 - mdpi.com
Our paper reviews some key concepts in chemical reaction network theory and
mathematical epidemiology, and examines their intersection, with three goals. The first is to …

Biomedical image encryption with a novel memristive chua oscillator embedded in a microcontroller

G Jeatsa Kitio, A Djomo Fanda… - Brazilian Journal of …, 2023 - Springer
In this paper, a chaos-based encryption/decryption scheme using a novel memristive Chua
oscillator to protect medical images is presented. The novel Chua oscillator is constructed by …

Polynomial dynamical systems, reaction networks, and toric differential inclusions

G Craciun - SIAM Journal on Applied Algebra and Geometry, 2019 - SIAM
Some of the most common mathematical models in biology, chemistry, physics, and
engineering are polynomial dynamical systems, ie, systems of differential equations with …

ReDirection: an R-package to compute the probable dissociation constant for every reaction of a user-defined biochemical network

S Kundu - Frontiers in Molecular Biosciences, 2023 - frontiersin.org
Biochemical networks integrate enzyme-mediated substrate conversions with non-
enzymatic complex formation and disassembly to accomplish complex biochemical and …

A mathematically rigorous algorithm to define, compute and assess relevance of the probable dissociation constants in characterizing a biochemical network

S Kundu - Scientific Reports, 2024 - nature.com
Metabolism results from enzymatic-and non-enzymatic interactions of several molecules, is
easily parameterized with the dissociation constant and occurs via biochemical networks …

Oscillations in three‐reaction quadratic mass‐action systems

M Banaji, B Boros, J Hofbauer - Studies in Applied …, 2024 - Wiley Online Library
It is known that rank‐two bimolecular mass‐action systems do not admit limit cycles. With a
view to understanding which small mass‐action systems admit oscillation, in this paper we …

Algebraic perspectives on signomial optimization

M Dressler, R Murray - SIAM Journal on Applied Algebra and Geometry, 2022 - SIAM
Signomials are obtained by generalizing polynomials to allow for arbitrary real exponents.
This generalization offers great expressive power but has historically sacrificed the …

Stochastic reaction and diffusion systems in molecular communications: Recent results and open problems

M Egan, BC Akdeniz, BQ Tang - Digital Signal Processing, 2022 - Elsevier
Chemical reactions and diffusion are two basic mechanisms governing the dynamics of
molecules in a fluid. As such, they play a critical role in molecular communication for …