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Robust learning from noisy, incomplete, high-dimensional experimental data via physically constrained symbolic regression

Nature communications, 2021-05, Vol.12 (1), p.3219-3219, Article 3219

2021

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Exact coherent structures in fully developed two-dimensional turbulence

Journal of fluid mechanics, 2023-08, Vol.970, Article A18

2023

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Capturing Turbulent Dynamics and Statistics in Experiments with Unstable Periodic Orbits

Physical review letters, 2020-08, Vol.125 (6), p.1-064501, Article 064501

2020

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Thermocapillary migration of interfacial droplets

Physics of fluids (1994), 2009-04, Vol.21 (4), p.042105-042105-19

2009

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The effect of phase change on stability of convective flow in a layer of volatile liquid driven by a horizontal temperature gradient

Journal of fluid mechanics, 2018-03, Vol.838, p.248-283

2018

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Unstable equilibria and invariant manifolds in quasi-two-dimensional Kolmogorov-like flow

Physical review. E, 2018-08, Vol.98 (2-1), p.023105-023105, Article 023105

2018

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Bifurcations in a quasi-two-dimensional Kolmogorov-like flow

Journal of fluid mechanics, 2017-10, Vol.828, p.837-866

2017

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Using noisy or incomplete data to discover models of spatiotemporal dynamics

Physical review. E, 2020-01, Vol.101 (1-1), p.010203-010203, Article 010203

2020

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Turbulence tracks recurrent solutions

Proceedings of the National Academy of Sciences - PNAS, 2022-08, Vol.119 (34), p.e2120665119-e2120665119

2022

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A novel subcritical transition to turbulence in Taylor–Couette flow with counter-rotating cylinders

Journal of fluid mechanics, 2020-06, Vol.892, Article A12

2020

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Physically informed data-driven modeling of active nematics

Science advances, 2023-07, Vol.9 (27), p.eabq6120-eabq6120

2023

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Streamwise localization of traveling wave solutions in channel flow

Physical review. E, 2017-03, Vol.95 (3-1), p.033124-033124, Article 033124

2017

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Model-based control of cardiac alternans on a ring

Physical review. E, Statistical, nonlinear, and soft matter physics, 2009-08, Vol.80 (2), Article 021932

2009

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Heteroclinic and homoclinic connections in a Kolmogorov-like flow

Physical review. E, 2019-07, Vol.100 (1-1), p.013112-013112, Article 013112

2019

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Chaotic mixing in microdroplets

Lab on a chip, 2006-10, Vol.6 (10), p.1369-1372

2006

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Optical manipulation of microscale fluid flow

Physical review letters, 2003-08, Vol.91 (5), p.054501-054501, Article 054501

2003

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Modal spectra extracted from nonequilibrium fluid patterns in laboratory experiments on Rayleigh-Bénard convection

Physical review letters, 2011-08, Vol.107 (6), p.064501-064501, Article 064501

2011

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Control of evaporatively driven instabilities of thin liquid films

Physics of fluids (1994), 2002-06, Vol.14 (6), p.1895-1909

Grigoriev, Roman O.

2002

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Shock-induced termination of reentrant cardiac arrhythmias: Comparing monophasic and biphasic shock protocols

Chaos (Woodbury, N.Y.), 2013-12, Vol.23 (4), p.043119-043119

2013

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Resonant chaotic mixing in a cellular flow

Physical review letters, 2007-08, Vol.99 (9), p.094501-094501, Article 094501

2007

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Transient dynamics and nonlinear stability of spatially extended systems

Physical review. E, Statistical, nonlinear, and soft matter physics, 2006-09, Vol.74 (3 Pt 2), p.036302-036302, Article 036302

2006

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Transport and Mixing in Laminar Flows: From Microfluidics to Oceanic Currents

1. Aufl., 2012

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Model-based control of cardiac alternans in Purkinje fibers

Physical review. E, Statistical, nonlinear, and soft matter physics, 2011-10, Vol.84 (4 Pt 1), p.041927-041927, Article 041927

2011

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Data-driven discovery of partial differential equation models with latent variables

Physical review. E, 2019-08, Vol.100 (2), Article 022219

2019

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Model-based control of cardiac alternans on a ring

Physical review. E, Statistical, nonlinear, and soft matter physics, 2009-08, Vol.80 (2 Pt 1), p.021932-021932

2009

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Robust learning from noisy, incomplete, high-dimensional experimental data via physically constrained symbolic regression

Exact coherent structures in fully developed two-dimensional turbulence

Capturing Turbulent Dynamics and Statistics in Experiments with Unstable Periodic Orbits

Thermocapillary migration of interfacial droplets

The effect of phase change on stability of convective flow in a layer of volatile liquid driven by a horizontal temperature gradient

Unstable equilibria and invariant manifolds in quasi-two-dimensional Kolmogorov-like flow

Bifurcations in a quasi-two-dimensional Kolmogorov-like flow

Using noisy or incomplete data to discover models of spatiotemporal dynamics

Turbulence tracks recurrent solutions

A novel subcritical transition to turbulence in Taylor–Couette flow with counter-rotating cylinders

Physically informed data-driven modeling of active nematics

Streamwise localization of traveling wave solutions in channel flow

Model-based control of cardiac alternans on a ring

Heteroclinic and homoclinic connections in a Kolmogorov-like flow

Chaotic mixing in microdroplets

Optical manipulation of microscale fluid flow

Modal spectra extracted from nonequilibrium fluid patterns in laboratory experiments on Rayleigh-Bénard convection

Control of evaporatively driven instabilities of thin liquid films

Shock-induced termination of reentrant cardiac arrhythmias: Comparing monophasic and biphasic shock protocols

Resonant chaotic mixing in a cellular flow

Transient dynamics and nonlinear stability of spatially extended systems

Transport and Mixing in Laminar Flows: From Microfluidics to Oceanic Currents

Model-based control of cardiac alternans in Purkinje fibers

Data-driven discovery of partial differential equation models with latent variables

Model-based control of cardiac alternans on a ring

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