May 13, 2022
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
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!
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.
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.
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.
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
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:
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: