Sept. 19, 2022
Our paper "Quantifying rare events in spotting: How far do wildfires spread?" has been selected by the Editor-in-Chief as a featured article in the Fire Safety Journal:
May 13, 2022
Our PhD student, William Anderson, wins the 2022 SIAM Student Paper Prize. This prize is awarded annually to only 3 students worldwide. Congrats, William!
The prize is awarded for the following paper:
Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities, SIAM J. on Scientific Computing, vol. 44, pp. A176-A197, 2022
April 25, 2022
Our PhD student, William Anderson, wins the Winton-Rose Award for excellence in research. Congratulations, William!
April 9, 2022
Our paper on "Shape-morphing reduced-order models for nonlinear Schrodinger equations" has been accepted for publication in the Journal of Nonlinear Dynamics.
March 27, 2022
Ethan Brady, our REU student, has been awarded the Goldwater Scholarship. Since May 2021, Ethan has been working with Dr. Farazmand on deep learning of rare extreme events from partial observations. Congrats, Ethan!
March 21, 2022
Our paper on "Model-assisted deep learning of rare extreme events from partial observations" has been accepted for publication in Chaos.
Nov. 8, 2021
Our paper on "Investigating climate tipping points under various emission reduction and carbon capture scenarios with a stochastic climate model" has been accepted for publication in the Proceedings of the Royal Society A.
October 8, 2021
Dr. Farazmand gave a talk as part of the UCLA Seminar Series on Network Science for Fluid Mechanics. A recorded version of the talk is available here.
October 8, 2021
Our paper on "Evolution of nonlinear reduced-order solutions for PDEs with conserved quantities" has been accepted for publication in SIAM J. on Scientific Computing.
August 9, 2021
Our paper on "Mitigation of rare events in multistable systems driven by correlated noise" has been accepted for publication in Phys. Rev. E.
August 2, 2021
During the summer, Dr. Farazmand supervised a group of undergraduate students as part of DRUMS, an REU program. For more information, visit the DRUMS webpage: https://drums.wordpress.ncsu.edu/
The following short video summarizes the research project:
April 30, 2021
Dr. Farazmand wins the John Griggs Award for Outstanding Research.
March 12, 2021
Dr. Farazmand gives a talk at the Fluid Mechanics Webinar Series jointly organized by University of Cambridge, Leeds Institute, UK Fluids Network and Journal of Fluid Mechanics:
Sept. 8, 2020
Dr. Farazmand gives a talk in the Second Symposium on Machine Learning and Dynamical Systems at the Fields Institute: Data-driven prediction of multistable systems from sparse measurements
Aug. 26, 2020
Dr. Farazmand is awarded the Faculty Research and Professional Development (FRPD) Award from NC State
June 29, 2020
Dr. Farazmand receives the Lloyd H. Donnell Applied Mechanics Reviews Paper Award from ASME. This award is given jointly to Dr. Farazmand and Dr. Themis Sapsis (MIT) for the paper Extreme Events: Mechanisms and Prediction.
June 15, 2020
Our paper "Multiscale analysis of accelerated gradient methods" is accepted for publication in SIAM Journal on Optimization.
February 21, 2020
Our paper on "Vortex boundaries as barriers to diffusive vorticity transport in two-dimensional flows" has been published in Phys. Rev. Fluids.
January 15, 2020
Dr. Farazmand presents his work on accelerated gradient optimization in the SIAM Minisymposium on Applications of Machine Learning to the Analysis of Nonlinear Dynamical Systems, Joint Mathematics Meeting, Denver, Colorado
January 8, 2020
Our paper "Mitigation of tipping point transitions with time-delay feedback control" is accepted for publication in Chaos' focus issue on Rare Events in Complex Systems: Understanding and Prediction
November 25, 2019
Dr. Farazmand gives a talk in the 72nd annual meeting of American Physical Society, Division of Fluid Dynamics.
November 3, 2019
Dr. Farazmand gave an invited lecture at 9th Naval Academy Science and Engineering Conference.
October 28, 2019
Dr. Farazmand presented his work on accelerated gradient optimization at UCLA's Institute for Pure and Applied Mathematics (IPAM) as part of the Workshop on Machine Learning. The recorded talk is available below:
September 24, 2019
Our invited review article is published in ASME Applied Mechanics Review:
Discussion by Prof. Grigoriu and Wayne Uy
September 16, 2019
Our paper "Closed-loop adaptive control of extreme events in a turbulent flow" is published in Phys. Rev. E.
November 18-20, 2018
I co-organized a focus session on Extreme Events in Atmospheric and Oceanic Flows (Focus Session 40.1) as part of the 71st Annual Meeting of the American Physical Society, Division of Fluid Mechanics. [Link]
January 29, 2018
Our article on extreme events appears in SIAM News:
September 22, 2017
MIT News writes a story about our paper on the prediction of extreme events: