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List of works by David Barton

A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints

scientific article published on 10 November 2023

Analytical modelling of the spread of disease in confined and crowded spaces

scientific article

Data-driven modelling of social forces and collective behaviour in zebrafish.

scientific article published on 20 January 2018

Data-driven stochastic modelling of zebrafish locomotion.

scientific article

Equation-free bifurcation analysis of a stochastically excited Duffing oscillator

scientific article published in 2023

Force appropriation of nonlinear structures.

scientific article

Identifying the significance of nonlinear normal modes.

scientific article published in March 2017

Modelling of physical systems with a Hopf bifurcation using mechanistic models and machine learning

scientific article published in 2023

Systematic experimental exploration of bifurcations with noninvasive control ⬇️

scientific article published on May 28, 2013

Tactile control for object tracking and dynamic contour following

scientific article published in August 2024

Transitions to spike-wave oscillations and epileptic dynamics in a human cortico-thalamic mean-field model.

scientific article published on 5 June 2009

Using scientific machine learning for experimental bifurcation analysis of dynamic systems

scientific article published in 2023

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