- 2020 - present: Junior Research Fellow, Trinity College, University of Cambridge.
- 2016 - 2020: PhD student, DAMTP, CCA, University of Cambridge.
- 2015 - 2016: M.Math. (Part III), University of Cambridge.
- 2012 - 2015: B.A. Maths, University of Cambridge.
This webpage is not kept up to date. Please visit my webpage here.
Publications
Nyström Error Beyond $M$-Matrices: A Minimal Diagonally Dominant Obstruction
(2026)
(doi: 10.48550/arxiv.2607.19282)
Adversarial dynamical systems characterize when data-driven learning succeeds or fails.
– Nature communications
(2026)
17,
5397
(doi: 10.1038/s41467-026-74220-8)
Residual-Guided Dictionary Learning for Spectrally Accurate Koopman Approximation
(2026)
(doi: 10.48550/arxiv.2606.29083)
Adversarial dynamical systems characterize when data-driven learning succeeds or fails
(2026)
(doi: 10.48550/arxiv.2407.06312)
Computing Spectral Size: Rigorous Algorithms and the Limits of Computation
(2026)
(doi: 10.48550/arxiv.2407.20353)
Ten Digits on a Train: AI-Assisted Verification of Two Eigenvalue Problems
(2026)
(doi: 10.48550/arxiv.2606.23821)
Residual Pseudospectra Reveal a Physics-Informed Koopman Backbone for Tropical Pacific Variability and ENSO Prediction
(2026)
(doi: 10.48550/arxiv.2606.09369)
Universal methods for nonlinear spectral problems
– Journal of Spectral Theory
(2026)
16,
601
(doi: 10.4171/JST/602)
Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds
(2026)
(doi: 10.48550/arxiv.2603.15091)
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