Merton College has one three-year, fixed-term Early Career Researcher position from 1 October 2026 or as soon as possible thereafter in the fields of Mathematics or Computer Science (broadly interpreted). 

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Image: T Nelson - Oxford University, Merton College, 1900 (chromolithograph)

Enforcing conservation laws and dissipation inequalities numerically via auxiliary variables
Andrews, B Farrell, P SIAM Journal on Scientific Computing volume 47 issue 6 A3516-A3535 (17 Nov 2025)
Subglacial hydrology regulates oscillations in marine ice streams
Haseloff, M Hewitt, I Katz, R The Cryosphere
Sequential Monte Carlo Methods for Optimal Filtering
Andrieu, C Doucet, A Punskaya, E Sequential Monte Carlo Methods in Practice 79-95 (2001)
An Introduction to Sequential Monte Carlo Methods
Doucet, A de Freitas, N Gordon, N Sequential Monte Carlo Methods in Practice 3-14 (2001)
Chapter 18 Particle Filtering in Digital Communications
Punskaya, E Doucet, A Fitzgerald, W The Cable and Telecommunications Professionals' Reference 417-434 (2007)
A simulation based algorithm for optimal quantization in non-linear/non-Gaussian state-space models
Tadic, V Doucet, A Proceedings of the 2010 American Control Conference volume 6 5408-5413 vol.6 (01 Jan 2004)
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Martinez-Cantin, R de Freitas, N Doucet, A Castellanos, J (27 Jun 2007)
Expectation Particle Belief Propagation
Lienart, T Teh, Y Doucet, A (19 Jun 2015)
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