Decimitry Sciences is a UK–US company headquartered in Oxford, specialising in causal reasoning for enterprises, irrespective of data quality. Its technology merges causal inference, multidimensional data processing, predictive analysis, and novel mathematical models to deliver adaptive, human-level decision-making, even when data is limited or mostly nonexistent.

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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)
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