News

Oct 2024 I attended the SIAM Conference on the Mathematics of Data Science in Atlanta, USA! Lianghao and I co-organized a minisymposium, MS5: Scientific Machine Learning for Inference and Control of High-dimensional Systems. I presented our work on derivative-informed neural operators in MS 21: Tackling Intractable Optimization. Thanks to Dr Deepanshu Verma and Dr Elizabeth Newman for the invitation. I also presented a poster, Dimension reduction for derivative-informed operator learning, summarizing our work on approximation and statistical error bounds for learning an operator and its derivatives.
Feb 2024 I attended the SIAM conference on Uncertainty Quantification in Trieste, Italy! I presented our work on the use of derivative-informed neural operators as surrogates for PDE-constrained optimization under uncertainty in MS 151. Thanks to Dr Zachary Morrow and Dr John Jakeman for their invitation!
Jun 2023 I attended the BIRS Workshop on Scientific Machine Learning in Banff, Canada!