Elizabeth Qian
Assistant Professor at Georgia Tech
Assistant Professor at Georgia Tech
I am serving as a guest editor for two special issues related to model reduction that are now accepting submissions:
The Topical Collection Model Reduction and Surrogate Modeling 2024 (MORe24) in Advances in Computational Mathematics (ACOM) and Computational Science and Engineering (CSAE) is now accepting submissions with a May 31 deadline.
Structural and Multidisciplinary Optimization (SMO) is now accepting submissions for our special issue on "Reduced Order Modeling, Generative AI, and SciML in Digital Twins" with a July 31 deadline.
I'm an Assistant Professor at Georgia Tech in the Schools of Aerospace Engineering and Computational Science and Engineering. My research develops mathematical and computational methods that enable engineers to make better design decisions faster. My specialties are model reduction, data-driven modeling, scientific machine learning, and multi-fidelity methods. You can learn more on my research page.
Prior to joining the faculty at Georgia Tech, I held a von Kármán Instructorship at Caltech in the Department of Computing + Mathematical Sciences. I received my SB, SM, and PhD degrees from the MIT Department of Aeronautics & Astronautics. I also currently hold a visiting appointment as a Hans Fischer Fellow at the Technical University of Munich.
I am excited about mentoring and teaching the next generation of aerospace engineers and computational scientists, and I work to make my professional communities more equitable, diverse, and inclusive for generations to come. My service and teaching contributions have previously been recognized with departmental and division-wide DEI awards, as well as an institute-wide teaching award.
May-June 2025: I will visit collaborators at TU Munich from May 19-30.
I will visit TU Berlin June 2-3 where I will give a colloquium in the "Modelling, Numerics, Differential Equations" workgroup on June 3.
From June 4-6 I will visit the University of Potsdam and give a colloquium in the SFB 1294 for Data Assimilation on June 6.
I will give a plenary talk at the Householder Symposium in Ithaca, NY, June 8-13.
April 2025: Congratulations to Jaffa Heryudono and Kashvi Mundra on their excellent presentations at Georgia Tech's Undergraduate Research Spring Symposium on April 17.
December 2024: New paper on Inference-oriented model reduction for quadratic dynamical systems has been published in Proceedings in Applied Mathematics and Mechanics. Fulbright visiting PhD student Josie König has led this collaboration with her home institution, the University of Potsdam.