Research
Statistical physics, soft matter, stochastic processes, Bayesian inference, machine learning. Research publications on scholar.google.co.uk/citations
Teaching
Mathematical Biology Lent 2018, Lent 2019, Lent 2020.
News
13.05.2020 | Volunteers from DAMTP have released open source epidemiological modelling codes PyRoss and PyRossGeo for age-resolved and spatially-resolved modelling of pandemics.
28.03.2020 | News articles about our COVID-19 paper: Indian Express | The Tribune | The Telegraph and others at the PyRoss wiki.
26.03.2020 | Work with Rajesh Singh on age- and social contact-structured model of the COVID-19 epidemic is now on arXiv: Age-structured impact of social distancing on the COVID-19 epidemic in India.
Publications
Measurement of irreversibility and entropy production via the tubular ensemble.
– Physical review. E
(2022)
105,
044107
(DOI: 10.1103/physreve.105.044107)
Bayesian inference across multiple models suggests a strong increase in lethality of COVID-19 in late 2020 in the UK
– PLoS ONE
(2021)
16,
e0258968
(DOI: 10.1371/journal.pone.0258968)
Efficient and flexible methods for simulating models of time since infection
– Phys Rev E
(2021)
104,
024410
(DOI: 10.1103/physreve.104.024410)
Efficient Bayesian inference of fully stochastic epidemiological models with applications to COVID-19
– R Soc Open Sci
(2021)
8,
211065
(DOI: 10.1098/rsos.211065)
Experimental Measurement of Relative Path Probabilities and Stochastic Actions
– Physical Review X
(2021)
11,
031022
(DOI: 10.1103/physrevx.11.031022)
Transients generate memory and break hyperbolicity in stochastic enzymatic networks.
– Journal of Chemical Physics
(2021)
154,
035101
(DOI: 10.1063/5.0031368)
Periodic Orbits of Active Particles Induced by Hydrodynamic Monopoles (vol 124, 088003, 2020)
– Phys Rev Lett
(2020)
125,
099901
Controlled Optofluidic Crystallization of Colloids Tethered at Interfaces.
– Phys Rev Lett
(2020)
125,
068001
Ritz method for transition paths and quasipotentials of rare diffusive events
– Physical Review Research
(2020)
2,
033208
Controlled Optofluidic Crystallization of Colloids Tethered at Interfaces
– Physical Review Letters
(2020)
125,
068001
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