My research group is the Aerospace Computational Engineering (ACE) Group at Georgia Tech. Our research mission is to develop new, scalable computational methods to support engineering design, analysis, and control. Learn more about the kinds of research questions we consider here.
Prospective students and postdocs: I am committed to creating a supportive, inclusive, and equitable research environment where all students can thrive. Please read the information below for prospective students and postdocs before contacting me.
I am a PhD student interested in multifidelity machine learning. I received my BS and MS in Aerospace Engineering at Pusan National University, with a specific focus on the application of model reduction techniques in diverse contexts: design optimization, system identification, and digital twins. [web]
I am a PhD student specializing in large-scale model reduction and controls. I received my BS from the Aerospace Engineering department at Purdue University with a concentration in dynamics and controls. Other interests include randomized numerical linear algebra and surrogate modeling with deep learning approaches. [LinkedIn] [web]
I am a master's student in Computational Science & Engineering. I did my undergrad in aerospace engineering and conducted research in topics from solar physics to ammonia combustion analysis, and discovered a passion for computational tools. My current research interests lie at the intersection of scientific machine learning, computational modeling, and sustainability.
I am a PhD student interested in scientific machine learning, multi-fidelity surrogate modeling, and uncertainty quantification. I received a BS in Mechanical Engineering and Computational Modeling & Data Analytics (CMDA) from Virginia Tech.
I am a master’s student in Computational Science and Engineering. I hold both a BS and an MSc in Mechanical Engineering from the Technical University of Madrid and ETH Zurich. My research interests lie in scientific machine learning and surrogate modelling. I also have experience in generative AI for architectural design and in working with finite element methods (FEM).
I'm a PhD student interested in Bayesian inference and model reduction. Before joining ACE group I received my BS in Applied and Computational Mathematics from Caltech, where I also did some work in network science.
I am an undergraduate majoring in Math and Computer Science, with threads in Information Internetworks and Intelligence. After taking a numerical analysis course, I developed an interest in computational methods and numerical simulation, which led me to joining ACE. My other interests include computer graphics, machine learning, and software engineering.
I am a PhD student in Machine Learning with research interests in inverse problems, model reduction and scientific machine learning. I hold a BSc in Econometrics and Operations Research (minor in Computational Science and Engineering, TU Delft) from Erasmus University Rotterdam and an MSc in Statistics from Oxford University. I am passionate about applying computational tools to healthcare, particularly in medical image analysis and computational physiology.
I am a master's student specializing in machine learning, having received my BS in Computer Science from Georgia Tech. Before joining ACE, I had prior experience researching generative AI for art, as well as developing statistical approximations for naval engineering. My work is now focused on model optimization for public health.
I am an undergraduate Aerospace Engineering major and mathematics minor. My research interests are data-driven methods and computational modeling for PDEs. Outside of ACE, I am involved in Tutoring and Academic Support (TAS) at Tech!
Jaffa Heryudono, BS 2025
Josie König, Fulbright Visiting Researcher in Fall 2025
Han Zhang, BS 2024
Benjamin Zabriskie, BS 2024
Pre-requisites: Undergraduates who are interested in joining the group should take my AE 4803 NUM course or similar coursework first -- this is the best way to learn about ACE Group's research area. If you have taken AE 4803 NUM or completed similar coursework, or are currently enrolled in the course, and you like the material, you might like doing research in ACE group.
Commitment: Undergraduates must commit at least a single full term (summer or semester) at a minimum of 6 hours/week. Undergraduate research is usually for credit, but paid research opportunities are sometimes available, depending on the availability of funds and the qualifications of the student. One way to fund paid undergraduate research is to win a PURA award (see link at right).
How to apply: If you fulfill the above pre-requisites, send me an email with your CV, an unofficial transcript, the term you'd like to do research in, and a 3-4 sentence description of what you're hoping to get out of an undergraduate research experience.
I expect to hire 1 graduate student (open to either MS or PhD) to start in Fall 2026, subject to research funding availability. Eligible students are encouraged to apply for external fellowship funding (see links to the right). I am not taking on any new graduate students during the 2025 - 2026 academic year.
My hiring process for positions that start in the Fall occurs during the admissions cycle of the previous academic year (students submit applications by December 31 of the preceding calendar year, I review applications and extend interview invitations and offers in early Spring). Generally, in deciding which students to admit to my group, I look for a strong match between the student's interests and skills and the needs of the group.
Current graduate students at GT: if you would like to be considered for this position, please email me in December with your CV, transcripts from both graduate school and your undergraduate degree (unofficial transcripts are fine), and a personal statement.
Prospective students applying to GT for graduate school: I admit graduate students through the AE PhD and MS program, the CSE PhD and MS program, and the ML PhD program (with AE or CSE as a home unit). Please apply to the program that best matches your interests and mention my name in your statement of purpose. Your application should be in by the end of the calendar year in order to ensure full consideration by me for positions starting the following Fall (other faculty may have other timelines).
There are currently no funded open postdoctoral positions in my group. If you are interested in applying for external fellowship funding to support postdoctoral research in my group, check out the links to the right. If you are interested in applying for one of these programs with me as one of your faculty mentors please send me an email with a CV and short summary of research interests/goals.