David Andrew William Barton

Professor of Computational and Experimental Mathematics

University of Bristol

United Kingdom

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Articles (11)

Year:

2024

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2021

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2021

Collaborators (5)

Z Q Lang

University of Sheffield

UNITED KINGDOM

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Nathan Lepora

University of Bristol

UNITED KINGDOM

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Dandan Zhang

University of Bristol

UNITED KINGDOM

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Sándor Beregi

University of Bristol

UNITED KINGDOM

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Simon Neild

University of Bristol

UNITED KINGDOM

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David Andrew William Barton

Research Interests

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Contact this professor

Articles (11)

Tactile control for object tracking and dynamic contour following

Sim-to-Real Model-Based and Model-Free Deep Reinforcement Learning for Tactile Pushing

Reinforcement learning and approximate Bayesian computation (RL-ABC) for model selection and parameter calibration of time-varying systems

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

Uncertainty quantification in mechanistic epidemic models via cross-entropy approximate Bayesian computation

Equation-free bifurcation analysis of a stochastically excited Duffing oscillator

Reinforcement learning and approximate Bayesian computation for model selection and parameter calibration applied to a nonlinear dynamical system

Using scientific machine learning for experimental bifurcation analysis of dynamic systems

Bi-stability induced by motion limiting constraints on boring bar tuned mass dampers

Robustness of nonlinear parameter identification in the presence of process noise using control-based continuation

Topological characteristics and mechanical properties of uniaxially thermoformed auxetic foam

Collaborators (5)

Z Q Lang

Nathan Lepora

Dandan Zhang

Sándor Beregi

Simon Neild

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