Grigorios A. Pavliotis

Imperial College London

United Kingdom

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Articles (11)

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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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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

Collaborators (3)

Valerio Lucarini

Professor of Statistical Mechanics

University of Reading

UNITED KINGDOM

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Mark Girolami

Professor at University of Cambridge

University of Cambridge

UNITED KINGDOM

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Matias Delgadino

University of Oxford

UNITED KINGDOM

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Grigorios A. Pavliotis

Research Interests

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Articles (11)

Phase Transitions, Logarithmic Sobolev Inequalities, and Uniform-in-Time Propagation of Chaos for Weakly Interacting Diffusions

Dimension reduction of noisy interacting systems

Neural parameter calibration for large-scale multiagent models

On the Generalized Langevin Equation for Simulated Annealing

Online parameter estimation for the McKean–Vlasov stochastic differential equation

Mobility Estimation for Langevin Dynamics Using Control Variates

Variational Principles on Geometric Rough Paths and the Lévy Area Correction

Brownian Motion in an N-Scale Periodic Potential

On the Generalized Langevin Equation for Simulated Annealing

Eigenfunction Martingale Estimators for Interacting Particle Systems and Their Mean Field Limit

Derivative-Free Bayesian Inversion Using Multiscale Dynamics

Collaborators (3)

Valerio Lucarini

Mark Girolami

Matias Delgadino

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