I am a fourth-year PhD candidate in Applied and Computational Mathematics in the Department of Computing and Mathematical Sciences at Caltech, where I am grateful to be advised by Prof. Andrew Stuart and supported by the Kortschak Scholars Program. Starting February, 2025, I am also working with the Learning and Perception Research group at NVIDIA as a research intern. Prior to joining Caltech, I received a MSci degree in Mathematics from Imperial College London.
My work lies at the intersection of data assimilation, mathematical analysis and machine learning. I have a keen interest in research for the mathematical foundations of the data sciences and using theoretical insight to develop novel computationally efficient algorithms for probabilistic inference.
I am an instructor and university ambassador for NVIDIA's Deep Learning Institute, for which I regularly organize workshops.
07/31/2025 With Ricardo Baptista and Nikola Kovachki I am organizing MS30 "Probabilistic Learning Methods for Inverse Problems" in the Applied Inverse Problems conference in Rio de Janeiro, Brazil.
07/29/2025 I will be speaking in MS03 "Data Assimilation for Inverse Problems" in the Applied Inverse Problems conference in Rio de Janeiro, Brazil.
Our paper "Ensemble Kalman methods: a mean-field perspective", joint work with Sebastian Reich and Andrew Stuart was published in Acta Numerica, 2025.
Checkout our new preprint "Learning Enhanced Ensemble Filters": joint work with Eviatar Bach, Ricardo Baptista, Bohan Chen and Andrew Stuart.
Checkout our new preprint "Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks": joint work with Ricardo Baptista, Matthieu Darcy, Houman Owhadi, Andrew Stuart and Xianjin Yang.
03/03/2025 I will be speaking in MS41 at SIAM Computational Sciences and Engineering in Fort Worth, TX.
12/11/2024 I will be visiting Imperial College London and giving a talk as part of the Control and Optimisation seminar series.
12/09/2024 I will be visiting the University of Genova and giving a talk as part of the MaLGa seminar series.
10/22/2024 I will be speaking in MS27 at SIAM Mathematics of Data Science in Atlanta, GA.