- 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
Adversarial dynamical systems characterize when data-driven learning succeeds or fails.
– Nat Commun
(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)
Computing Spectral Size: Rigorous Algorithms and the Limits of Computation
(2026)
(doi: 10.48550/arxiv.2407.20353)
Adversarial dynamical systems characterize when data-driven learning succeeds or fails
(2026)
(doi: 10.48550/arxiv.2407.06312)
Ten Digits on a Train: AI-Assisted Verification of Two Eigenvalue Problems
(2026)
(doi: 10.48550/arxiv.2606.23821)
Universal methods for nonlinear spectral problems
– CoRR
(2026)
abs/2504.17012,
601
(doi: 10.4171/jst/602)
Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds
(2026)
(doi: 10.48550/arxiv.2603.15091)
Bridging the gap between koopmanism and response theory: Using natural variability to predict forced response
– SIAM E-Journal on Applied Dynamical Systems
(2026)
25,
196
(doi: 10.1137/24m1699206)
Computation and Verification of Spectra for Non-Hermitian Systems
– Physical review letters
(2025)
135,
170202
(doi: 10.1103/hf8s-v93b)
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