Dingcheng Luo
Lecturer in Statistical Data Science, Queensland University of Technology
dingcheng dot luo at qut dot edu dot au
I am a Lecturer in the School of Mathematical Sciences at the Queensland University of Technology. My research interests are in developing computational methods to enable data-informed, risk-based decision making for complex physical systems. In particular, I am interested in developing theory and algorithms in machine learning/data science, computational modeling, optimization, inverse problems, and uncertainty quantification, and applying them to problems of scientific and engineering interest.
I completed my PhD in 2024 in Computational Science, Engineering, and Mathematics at the Oden Institute under the supervision of Prof. Omar Ghattas and Prof. Peng Chen.
News
| Sep 2025 | I have joined the School of Mathematical Sciences at the Queensland University of Technology. See above for my new email. |
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| Jul 2025 | I am attending the ICCOPT in Los Angeles, CA. I will be presenting our work on risk-averse PDE-constrained optimization using derivative-informed neural operators in session 8K. Thanks to Dr Denis Korolev and Prof Michael Hintermüller for the invitation. |
| Mar 2025 | I am attending the SIAM Conference on the Computational Science and Engineering in Fort Worth, TX. I will be presenting our work on rare-event risk management using derivative-informed neural operators in MS 167. |