Single mathematical model helps solve a decades-old puzzle involving ultrafast lasers

A team of international researchers, including an Aston University researcher, has cracked the code on how "breather" laser ...
IEEE

Local identifiability of nonlinear ODE models with time-varying parameters: The general algebraic condition

Abstract: Identifiability describes the possibility of determining the values of the unknown parameters that characterize a dynamic system from the knowledge of its inputs and outputs. This paper ...
IEEE

Improved Event-triggered Approximate Optimal Control for Nonlinear Nonzero-sum Games Using Reinforcement Learning

Abstract: This paper presents event-triggered integral re-inforcement learning methods to solve nonlinear nonzero-sum differential game problems. Firstly, for nonlinear systems, by constructing ...
GitHub

[Tensor Gaussian Process: Efficient Solvers for Nonlinear PDEs] (AISTATS 2026)

This repository contains the official implementation of the paper "[Tensor Gaussian Process: Efficient Solvers for Nonlinear PDEs]" accepted at AISTATS 2026. Python libraries needed for running codes ...
GitHub

extended_predictor_corrector_method.m

k2 = f(x(i) + h/2, y(i) + h*k1/2); k3 = f(x(i) + h/2, y(i) + h*k2/2); k4 = f(x(i) + h, y(i) + h*k3); ...