Grigorios A. Pavliotis - Publications, H-index & Citations

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Grigorios A. Pavliotis

imperial college london

32H-index

242Paper Count

4.7KCitation Count

Published Papers 18

Publication Date

Neural Network Approaches for Variance Reduction in Fluctuation Formulas

SIAM-ASA Journal on Uncertainty Quantification

IF1.9

2026-01-01

PREAI

Pavliotis, G. A.; Spacek, R.; Stoltz, G.; Vaes, U.

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Computation and control of unstable steady states for mean field multiagent systems

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3

2025-04-09

OAAI

Bicego, Sara; Kalise, Dante; Pavliotis, Grigorios A.

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BAYESIAN NONPARAMETRIC INFERENCE IN MCKEAN-VLASOV MODELS

ANNALS OF STATISTICS

IF3.7

2025-02-01

PREAI

Nickl, Richard; Pavliotis, Grigorios A.; Ray, Kolyan

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Inferring networks from time series: A neural approach

PNAS NEXUS

IF3.8

2024-02-09

OAAI

Gaskin, Thomas; Pavliotis, Grigorios A.; Girolami, Mark

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Path integrals, particular kinds, and strange things

PHYSICS OF LIFE REVIEWS

IF14.3

2023-12-01

OAAI

Friston, Karl; Da Costa, Lancelot; Sakthivadivel, Dalton A. R.; Heins, Conor; Pavliotis, Grigorios A.; Ramstead, Maxwell; Parr, Thomas

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The free energy principle made simpler but not too simple

PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

IF29.5

2023-06-01

OAAI

Friston, Karl; Da Costa, Lancelot; Sajid, Noor; Heins, Conor; Ueltzhoeffer, Kai; Pavliotis, Grigorios A.; Parr, Thomas

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Neural parameter calibration for large-scale multiagent models

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2023-02-10

OAAI

Gaskin, Thomas; Pavliotis, Grigorios A.; Girolam, Mark

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Dimension reduction of noisy interacting systems

PHYSICAL REVIEW RESEARCH

IF4.2

2023-02-03

OAAI

Zagli, Niccolo; Pavliotis, Grigorios A.; Lucarini, Valerio; Alecio, Alexander

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Recent advances in the evolution of interfaces: thermodynamics, upscaling, and universality

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2019-01-01

OAAI

Schmuck, M.; Pavliotis, G. A.; Kalliadasis, S.

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Three-dimensional wave evolution on electrified falling films

JOURNAL OF FLUID MECHANICS

IF3.9

2017-06-06

OAAI

Tomlin, R. J.; Papageorgiou, D. T.; Pavliotis, G. A.

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Stabilising falling liquid film flows using feedback control

PHYSICS OF FLUIDS

IF4.3

2016-01-12

OAAI

Thompson, Alice B.; Gomes, Susana N.; Pavliotis, Grigorios A.; Papageorgiou, Demetrios T.

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A new framework for extracting coarse-grained models from time series with multiscale structure

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2015-09-01

OAAI

Kalliadasis, S.; Krumscheid, S.; Pavliotis, G. A.

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Numerical methods for computing effective transport properties of flashing Brownian motors

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2014-01-01

OAAI

Latorre, Juan C.; Kramer, Peter R.; Pavliotis, Grigorios A.

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Nonlinear interfacial dynamics in stratified multilayer channel flows

JOURNAL OF FLUID MECHANICS

IF3.9

2013-10-08

OAAI

Papaefthymiou, E. S.; Papageorgiou, D. T.; Pavliotis, G. A.

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Numerical methods for stochastic partial differential equations with multiple scales

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2012-03-01

OAAI

Abdulle, A.; Pavliotis, G. A.

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Contact lines over random topographical substrates. Part 1. Statics

JOURNAL OF FLUID MECHANICS

IF3.9

2011-02-11

OAAI

Savva, Nikos; Pavliotis, Grigorios A.; Kalliadasis, Serafim

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Contact lines over random topographical substrates. Part 2. Dynamics

JOURNAL OF FLUID MECHANICS

IF3.9

2011-02-11

OAAI

Savva, Nikos; Pavliotis, Grigorios A.; Kalliadasis, Serafim

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Calculating effective diffusivities in the limit of vanishing molecular diffusion

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2009-03-01

OAAI

Pavliotis, G. A.; Stuart, A. M.; Zygalakis, K. C.

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Research Directions