Works (44)

Updated: January 18th, 2024 05:02

2024 journal article

Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks

JOURNAL OF COMPUTATIONAL PHYSICS, 498.

By: W. Anderson n & M. Farazmand n

co-author countries: United States of America 🇺🇸
author keywords: Partial different i a l equations; Reduced-order modeling; Spectral methods; Neural networks
Sources: Web Of Science, ORCID
Added: January 2, 2024

2024 journal article

Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions

APPLIED MATHEMATICS AND COMPUTATION, 467.

By: W. Anderson n & M. Farazmand n

co-author countries: United States of America 🇺🇸
author keywords: Partial differential equations; Stochastic differential equations; Fokker-Planck equation; Neural networks; Information theory
Sources: Web Of Science, ORCID
Added: January 16, 2024

2023 journal article

Stochastic compartmental models of the COVID-19 pandemic must have temporally correlated uncertainties

By: K. Mamis n & M. Farazmand n

co-author countries: United States of America 🇺🇸
author keywords: COVID-19; compartmental models; epidemiology; uncertainty quantification; correlated noise; noise-induced transitions
Sources: Web Of Science, ORCID
Added: April 17, 2023

2023 journal article

Tensor-based flow reconstruction from optimally located sensor measurements

JOURNAL OF FLUID MECHANICS, 962.

By: M. Farazmand n & A. Saibaba n

co-author countries: United States of America 🇺🇸
author keywords: low-dimensional models; big data; computational methods
Sources: Web Of Science, ORCID
Added: August 7, 2023

2022 journal article

EVOLUTION OF NONLINEAR REDUCED-ORDER SOLUTIONS FOR PDEs WITH CONSERVED QUANTITIES

SIAM JOURNAL ON SCIENTIFIC COMPUTING, 44(1), A176–A197.

By: W. Anderson* & M. Farazmand*

author keywords: model order reduction; partial differential equations; conservation laws; Galerkin projection
Sources: ORCID, Web Of Science
Added: February 15, 2022

2022 journal article

Model-assisted deep learning of rare extreme events from partial observations

CHAOS, 32(4).

By: A. Asch*, E. J. Brady, H. Gallardo*, J. Hood*, B. Chu n & M. Farazmand n

co-author countries: United States of America 🇺🇸
MeSH headings : Computer Simulation; Deep Learning; Memory, Long-Term; Neural Networks, Computer; Reproducibility of Results
Sources: Web Of Science, ORCID
Added: May 16, 2022

2022 journal article

Quantifying rare events in spotting: How far do wildfires spread?

FIRE SAFETY JOURNAL, 132.

By: A. Mendez n & M. Farazmand*

co-author countries: United States of America 🇺🇸
author keywords: Firebrand transport; Spotting; Monte Carlo method; Rare event simulation; Large deviation theory
Sources: ORCID, Web Of Science
Added: July 23, 2022

2022 article

Shape-morphing reduced-order models for nonlinear Schrodinger equations

Anderson, W., & Farazmand, M. (2022, April 25). NONLINEAR DYNAMICS, Vol. 4.

By: W. Anderson n & M. Farazmand n

co-author countries: United States of America 🇺🇸
author keywords: Model order reduction; Partial differential equations; Nonlinear Schrodinger equation; Variational methods
Sources: Web Of Science, ORCID
Added: May 10, 2022

2021 journal article

Data-driven prediction of multistable systems from sparse measurements

CHAOS, 31(6).

By: B. Chu n & M. Farazmand n

co-author countries: United States of America 🇺🇸
Sources: ORCID, Web Of Science
Added: September 11, 2021

2021 journal article

Evolution of nonlinear reduced-order solutions for PDEs with conserved quantities

SIAM J. on Scientific Computing, In Press. https://arxiv.org/abs/2104.13515

By: W. Anderson & M. Farazmand

Source: ORCID
Added: November 28, 2021

2021 journal article

Investigating climate tipping points under various emission reduction and carbon capture scenarios with a stochastic climate model

By: A. Mendez n & M. Farazmand n

co-author countries: United States of America 🇺🇸
author keywords: climate transition; tipping points; transient growth; bifurcation; stochastic differential equations
Sources: Web Of Science, ORCID
Added: January 3, 2022

2021 journal article

Mitigation of rare events in multistable systems driven by correlated noise

PHYSICAL REVIEW E, 104(3).

By: K. Mamis n & M. Farazmand n

co-author countries: United States of America 🇺🇸
Sources: ORCID, Web Of Science
Added: September 11, 2021

2020 journal article

MULTISCALE ANALYSIS OF ACCELERATED GRADIENT METHODS

SIAM JOURNAL ON OPTIMIZATION, 30(3), 2337–2354.

By: M. Farazmand*

author keywords: convex optimization; accelerated gradient methods; invariant manifolds; singular perturbation theory
Sources: Web Of Science, ORCID
Added: October 26, 2020

2020 journal article

Mitigation of tipping point transitions by time-delay feedback control

CHAOS, 30(1).

By: M. Farazmand n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: June 29, 2020

2020 journal article

Vortex boundaries as barriers to diffusive vorticity transport in two-dimensional flows

PHYSICAL REVIEW FLUIDS, 5(2).

By: S. Katsanoulis*, M. Farazmand n, M. Serra* & G. Haller*

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: March 10, 2020

2019 journal article

Are extreme dissipation events predictable in turbulent fluid flows?

Physical Review Fluids.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2019 journal article

Closed-loop adaptive control of extreme events in a turbulent flow

PHYSICAL REVIEW E, 100(3).

By: M. Farazmand n & T. Sapsis n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: October 7, 2019

2019 journal article

Closure to “Discussion of ‘Extreme Events: Mechanisms and Prediction’” (Grigoriu, M. D., and Uy, W. I. T., ASME Appl. Mech. Rev., 2019, 71(5), p. 055501)

Applied Mechanics Reviews.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2019 journal article

Extreme Events: Mechanisms and Prediction

Applied Mechanics Reviews, 71(5).

By: M. Farazmand* & T. Sapsis*

co-author countries: United States of America 🇺🇸
Source: ORCID
Added: December 2, 2019

2019 journal article

Mitigation of tipping point transitions by time-delay feedback control

ArXiv Preprint ArXiv:1911.05292.

By: M. Farazmand

Source: ORCID
Added: December 2, 2019

2019 journal article

Surface Waves Enhance Particle Dispersion

Fluids.

By: M. Farazmand* & T. Sapsis*

co-author countries: United States of America 🇺🇸
author keywords: turbulent dispersion; waves; stokes drift
Source: ORCID
Added: December 2, 2019

2018 journal article

Physics-based probing and prediction of extreme events

SIAM News, 51(1), 1, 3. https://www.researchgate.net/profile/Mohammad_Farazmand/publication/323245041_Physics-based_probing_and_prediction_of_extreme_events/links/5a887e4daca272017e5f5bef/Physics-based-probing-and-prediction-of-extreme-events.pdf

By: M. Farazmand & T. Sapsis

Source: NC State University Libraries
Added: November 8, 2020

2017 journal article

A critical comparison of Lagrangian methods for coherent structure detection

Chaos: An Interdisciplinary Journal of Nonlinear Science.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2017 journal article

A variational approach to probing extreme events in turbulent dynamical systems

Science Advances, 3(9), e1701533.

By: M. Farazmand* & T. Sapsis*

co-author countries: United States of America 🇺🇸
Source: ORCID
Added: December 2, 2019

2017 journal article

Optimal initial condition of passive tracers for their maximal mixing in finite time

Physical Review Fluids.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2017 journal article

Reduced-order description of transient instabilities and computation of finite-time Lyapunov exponents

Chaos: An Interdisciplinary Journal of Nonlinear Science.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2017 journal article

Reduced-order prediction of rogue waves in two-dimensional deep-water waves

Journal of Computational Physics.

Mohammad Farazmand

author keywords: Prediction of rogue waves; Extreme rare events; Modulation instability and focusing; Random waves; Reduced-order stochastic prediction
Source: ORCID
Added: December 2, 2019

2017 journal article

Relative periodic orbits form the backbone of turbulent pipe flow

Journal of Fluid Mechanics.

Mohammad Farazmand

author keywords: nonlinear dynamical systems; turbulence modelling; turbulent flows
Source: ORCID
Added: December 2, 2019

2016 journal article

An adjoint-based approach for finding invariant solutions of Navier–Stokes equations

Journal of Fluid Mechanics.

Mohammad Farazmand

author keywords: chaos; intermittency; transition to turbulence
Source: ORCID
Added: December 2, 2019

2016 journal article

Defining coherent vortices objectively from the vorticity

Journal of Fluid Mechanics, 795, 136–173.

By: G. Haller*, A. Hadjighasem*, M. Farazmand* & F. Huhn*

co-author countries: Switzerland 🇨🇭 Germany 🇩🇪 United States of America 🇺🇸
author keywords: nonlinear dynamical systems; topological fluid dynamics; vortex dynamics
Sources: Crossref, ORCID
Added: December 9, 2019

2016 journal article

Dynamical indicators for the prediction of bursting phenomena in high-dimensional systems

Physical Review E.

Mohammad Farazmand

Source: ORCID
Added: December 2, 2019

2016 journal article

Kinematics of fluid particles on the sea surface: Hamiltonian theory

Journal of Fluid Mechanics, 801, 260–288.

By: F. Fedele*, C. Chandre* & M. Farazmand*

co-author countries: France 🇫🇷 United States of America 🇺🇸
author keywords: general fluid mechanics; Hamiltonian theory; waves/free-surface flows
Sources: Crossref, ORCID
Added: December 9, 2019

2016 journal article

Polar rotation angle identifies elliptic islands in unsteady dynamical systems

Physica D: Nonlinear Phenomena, 315, 1–12.

By: M. Farazmand* & G. Haller*

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
author keywords: Non-autonomous dynamical systems; Invariant tori; Coherent structures; Turbulence; Polar decomposition
Sources: Crossref, ORCID
Added: December 9, 2019

2015 journal article

Asymptotic Dynamics of Inertial Particles with Memory

Journal of Nonlinear Science, 25(6), 1225–1255.

By: G. Langlois*, M. Farazmand* & G. Haller*

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
author keywords: Inertial particles; Fractional calculus; Integro-differential equations; Maxey-Riley equation; Solid-fluid interaction
Sources: Crossref, ORCID
Added: December 9, 2019

2015 journal article

Attraction-based computation of hyperbolic Lagrangian coherent structures

Journal of Computational Dynamics, 2(1), 83–93.

By: D. Karrasch, M. Farazmand* & G. Haller

Sources: Crossref, ORCID
Added: December 9, 2019

2015 journal article

Dissipative inertial transport patterns near coherent Lagrangian eddies in the ocean

Chaos: An Interdisciplinary Journal of Nonlinear Science, 25(8), 087412.

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: December 9, 2019

2014 journal article

How coherent are the vortices of two-dimensional turbulence?

ArXiv Preprint ArXiv:1402.4835.

By: M. Farazmand & G. Haller

Source: ORCID
Added: December 2, 2019

2014 journal article

Shearless transport barriers in unsteady two-dimensional flows and maps

Physica D, 278-279, 44–57.

By: M. Farazmand*, D. Blazevski* & G. Haller*

co-author countries: Switzerland 🇨🇭
author keywords: Dynamical systems; Shearless transport barriers; Invariant tori; Lagrangian coherent structures; Mixing
Source: ORCID
Added: December 2, 2019

2014 journal article

The Maxey-Riley Equation: Existence, Uniqueness and Regularity of Solutions

J. Nonliner Analysis-B.

By: M. Farazmand* & G. Haller*

co-author countries: Switzerland 🇨🇭
author keywords: Inertial particles; Fractional-order differential equations; Integro-differential equations; Maxey-Riley equation
Source: ORCID
Added: December 2, 2019

2013 journal article

Attracting and repelling Lagrangian coherent structures from a single computation

Chaos, 15, 023101.

By: M. Farazmand* & G. Haller*

co-author countries: Switzerland 🇨🇭
Source: ORCID
Added: December 2, 2019

2013 journal article

Detecting invariant manifolds, attractors, and generalized KAM tori in aperiodically forced mechanical systems

Nonlinear Dynamics, 73(1-2), 689–704.

By: A. Hadjighasem*, M. Farazmand* & G. Haller*

co-author countries: Canada 🇨🇦 Switzerland 🇨🇭
author keywords: Stability of mechanical systems; Non-autonomous dynamical systems; Invariant manifolds; Coherent structures
Source: ORCID
Added: December 2, 2019

2012 journal article

Computing Lagrangian Coherent Structures from their variational theory

Chaos, 22, 013128.

By: M. Farazmand* & G. Haller*

co-author countries: Canada 🇨🇦
MeSH headings : Algorithms; Computer Simulation; Nonlinear Dynamics; Oscillometry / methods; Rheology / methods
Source: ORCID
Added: December 2, 2019

2012 journal article

Erratum and addendum to ``A variational theory of hyperbolic Lagrangian coherent structures, Physica D 240 (2011) 574-598''

Physica D, 241, 439–441.

By: M. Farazmand* & G. Haller*

co-author countries: Canada 🇨🇦
Source: ORCID
Added: December 2, 2019

2011 journal article

Controlling the dual cascade of two-dimensional turbulence

J. Fluid Mech., 668, 202–222.

By: M. Farazmand*, N. Kevlahan* & B. Protas*

co-author countries: Canada 🇨🇦
author keywords: turbulence control; turbulence simulation; turbulence theory
Source: ORCID
Added: December 2, 2019

Employment

Updated: August 29th, 2019 23:00

2019 - present

North Carolina State University Raleigh, NC, US
Assistant Professor Mathematics

2015 - 2019

Massachusetts Institute of Technology Cambridge, MA, US
Postdoctoral Associate

2014 - 2015

Georgia Institute of Technology Atlanta, GA, US
Postdoc Physics

Education

Updated: January 6th, 2017 16:00

ETH Zurich Zurich, CH
PhD Mathematics

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