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EPSRC Support by Research Area (Statistics and Applied Probability) in Theme (Mathematical Sciences)

Research areas are used to describe EPSRC's portfolio of excellent long term research and high quality postgraduate training.

Grants are classified using one or more research areas. The number and value of grants listed below reflects how the theme portfolio is described by this research area.

Please note: some research areas will appear under multiple themes. There is no unique, absolute, relationship between a research area and a theme.

Grant TitlePrincipal
Investigator
OrganisationDepartmentTotal Grant
Value (£)
[SaFEGen]: A Statistical Framework for efficient Evidence Generation in diagnosticsWilson, Dr K JNewcastle UniversitySch of Maths, Statistics and Physics 663,175
A suite of new nonparametric methods for missing data and data from heterogeneous sources based on the theory of Frechet classesBerrett, Dr TUniversity of WarwickStatistics 116,297
Additional Funding for Mathematical Sciences : International Centre for Mathematical SciencesKim, Professor MHeriot-Watt UniversityS of Mathematical and Computer Sciences 5,050,000
Additional Funding for Mathematical Sciences: Isaac Newton Institute for Mathematical SciencesTillmann, Professor UUniversity of CambridgeIsaac Newton Institute (Math Science) 10,000,000
AI-informed decision making based on decision field theoryTamborrino, Dr MUniversity of WarwickStatistics 77,705
Anomalous diffusion via self-interaction and reflectionWade, Professor ARDurham, University ofMathematical Sciences 448,461
Anomalous diffusion via self-interaction and reflectionMijatovic, Professor AUniversity of WarwickStatistics 457,337
Application driven Topological Data AnalysisTillmann, Professor UUniversity of OxfordMathematical Institute 2,847,111
Balanced Allocation Meets Queueing TheoryOlesker-Taylor, Dr SUniversity of WarwickStatistics 81,870
Bayesian causal estimation via model misspecificationLuo, Dr YKings College LondonMathematics 61,819
Bayesian computation for low-photon imagingPereyra, Dr MHeriot-Watt UniversityS of Mathematical and Computer Sciences 370,749
Bayesian computation for low-photon imagingZygalakis, Dr KKUniversity of EdinburghSch of Mathematics 324,464
CHARMNET - Characterising Models for NetworksReinert, Professor GUniversity of OxfordStatistics 1,125,316
CHARMNET - Characterising Models for NetworksReinert, Professor GUniversity of OxfordStatistics 1,125,316
Community Detection And Dynamics in Temporal NetworksLambiotte, Professor RRUniversity of OxfordMathematical Institute 403,371
Conformal Approach to Modelling Random AggregationTurner, Professor AGUniversity of LeedsStatistics 267,943
CoSInES (COmputational Statistical INference for Engineering and Security)Roberts, Professor G OUniversity of WarwickStatistics 2,950,486
Coverage and connectivity in stochastic geometryPenrose, Professor MDUniversity of BathMathematical Sciences 460,885
Deep Poisson process pathogen phylodynamics to accelerate understanding in disease transmissionRatmann, Dr OImperial College LondonMathematics 80,318
DMS-EPSRC Collaborative Research: Advancing Statistical Foundations and Frontiers from and for Emerging Astronomical Data Challengesvan Dyk, Professor D AImperial College LondonMathematics 272,688
DMS-EPSRC Stochastic Nonsmooth Analysis For Energy HarvestingYurchenko, Dr DUniversity of SouthamptonSch of Engineering 212,117
DMS-EPSRC Topology of automated motion planningFarber, Professor MQueen Mary University of LondonSch of Mathematical Sciences 368,192
DMS-EPSRC: Asymptotic Analysis of Online Training Algorithms in Machine Learning: Recurrent, Graphical, and Deep Neural NetworksSirignano, Professor JUniversity of OxfordMathematical Institute 409,469
DMS-EPSRC: Fast martingales, large deviations and randomised gradients for heavy-tailed target distributionsMijatovic, Professor AUniversity of WarwickStatistics 662,611
ECCS-EPSRC: Towards Quantum-assisted Reconfigurable Indoor Wireless EnvironmentsGradoni, Dr GUniversity of SurreyInstitute of Communications Systems 357,296
Efficient simulation and inference under approximate models of ancestryLohse, Dr KRUniversity of EdinburghSch of Biological Sciences 342,917
Efficient simulation and inference under approximate models of ancestryKelleher, Dr JUniversity of OxfordBig Data Institute - NDM 358,032
Ensuring Data Privacy in Deep Learning through Compressive LearningNunes, Dr MUniversity of BathMathematical Sciences 79,526
Exploring and exploiting new representations for multivariate extremesWadsworth, Dr JLancaster UniversityMathematics and Statistics 441,127
From Covariance Regressions to Nonparametric Dynamic Causal Modelling (CoreDCM)Zhang, Professor JUniversity of KentSch of Maths Statistics & Actuarial Sci 443,373
Gaussian process regression for Bayesian inverse problemsTeckentrup, Dr AUniversity of EdinburghSch of Mathematics 267,665
GEOBEx: Geostatistical Binary Models For ExtremesCastro-Camilo, Dr DUniversity of GlasgowSchool of Mathematics & Statistics 38,695
GEOBEx: Geostatistical Binary Models For ExtremesEuan, Dr CLancaster UniversityMathematics and Statistics 31,119
Harnessing the Power of Stein Discrepancies in Bayesian ComputationOates, Professor CNewcastle UniversitySch of Maths, Statistics and Physics 704,773
International Centre for Mathematical Sciences 2024Kim, Professor MHeriot-Watt UniversityS of Mathematical and Computer Sciences 3,719,377
Interplay between geometry and randomness in fitness landscapes for expanding populationsOrtgiese, Dr MUniversity of BathMathematical Sciences 435,328
Isaac Newton Institute for Mathematical Sciences (INI)Tillmann, Professor UUniversity of CambridgeIsaac Newton Institute (Math Science) 14,642,964
Large Graph Limits of Stochastic Processes on Random GraphsKhuda Bukhsh, Dr WUniversity of NottinghamSch of Mathematical Sciences 79,988
Linear Response and Koopman Modes: Prediction and Criticality - LINKLucarini, Professor VUniversity of LeicesterComputing & Mathematical Sciences 81,880
Mathematical Theory of Radiation Transport: Nuclear Technology Frontiers (MaThRad)Kyprianou, Professor AUniversity of WarwickStatistics 5,761,842
Mixed Semi-Continuous Copula Additive Regression Models with Applications in Insurance and Health CareRadice, Professor RCity, University of LondonActuarial Science and Insurance 440,401
Multi-objective optimal design of experimentsGilmour, Professor SKings College LondonMathematics 814,578
Multi-Scale Stochastic Dynamics with Fractional NoiseLi, Professor XImperial College LondonMathematics 503,403
Network Stochastic Processes and Time Series (NeST)Nason, Professor GImperial College LondonMathematics 5,161,402
Noncommutative statistical mechanics: probability at the confluenceBlitvic, Dr NQueen Mary University of LondonSch of Mathematical Sciences 100,949
Nonlocal Hydrodynamic Models of Interacting AgentsZatorska, Dr EUniversity of WarwickMathematics 538,007
Nonlocal Hydrodynamic Models of Interacting AgentsZatorska, Dr EUniversity of WarwickMathematics 538,007
Optimisation-centric Generalisations of Bayesian InferenceKnoblauch, Dr JUCLStatistical Science 325,660
Pooling INference and COmbining Distributions Exactly: A Bayesian approach (PINCODE)Roberts, Professor G OUniversity of WarwickStatistics 517,616
Pooling INference and COmbining Distributions Exactly: A Bayesian Approach (PINCODE)Aslett, Dr LJMDurham, University ofMathematical Sciences 80,091
Pooling INference and COmbining Distributions Exactly: A Bayesian approach (PINCODE)Dai, Professor HNewcastle UniversitySch of Maths, Statistics and Physics 83,606
Pooling INference and COmbining Distributions Exactly: A Bayesian Approach PINCODEPollock, Dr MNewcastle UniversitySch of Maths, Statistics and Physics 362,598
Random fragmentation-coalescence processes out of equilibriumKyprianou, Professor AUniversity of WarwickStatistics 83,641
Random Periodicity in Dynamics with UncertaintyZhao, Professor HDurham, University ofMathematical Sciences 817,931
Rates of Convergence in Multivariate Normal Approximation by Stein's MethodGaunt, Dr REUniversity of Manchester, TheMathematics 392,666
Robust and scalable Markov chain Monte Carlo for heterogeneous modelsLivingstone, Dr SJUCLStatistical Science 207,950
Robust Foundations for Bayesian InferenceBriol, Dr FUCLStatistical Science 59,985
Rough Volatility: A Trojan horse into modern Financial computingJacquier, Professor AImperial College LondonMathematics 793,840
Spatiotemporal statistical machine learning (ST-SML): theory, methods, and applicationsFlaxman, Dr SUniversity of OxfordComputer Science 1,175,699
Statistical Foundations for Detecting Anomalous Structure in Stream Settings (DASS)Eckley, Professor IALancaster UniversityMathematics and Statistics 4,042,771
Statistical Inference for Novel Study DesignsZhao, Dr QUniversity of CambridgePure Maths and Mathematical Statistics 246,805
Statistical Network Analysis: Model Selection, Differential Privacy, and Dynamic StructuresYao, Professor QLondon School of Economics & Pol SciStatistics 501,156
Statistical Network Analysis: Model Selection, Differential Privacy, and Dynamic StructuresYao, Professor QLondon School of Economics & Pol SciStatistics 501,156
Statistical physics and complex networks in meta-analysisDavies, Dr A LUniversity of BristolBristol Medical School 334,595
Statistical theory of controlled quantum dynamicsGuta, Dr MIUniversity of NottinghamSch of Mathematical Sciences 353,208
Stochastic processes on random graphs with clusteringWang, Dr MUniversity of SussexSch of Mathematical & Physical Sciences 254,240
The Mathematics of Deep LearningBudd, Professor CUniversity of BathMathematical Sciences 3,357,501
The SofTMech Statistical Emulation and Translation HubHusmeier, Professor DUniversity of GlasgowSchool of Mathematics & Statistics 1,225,134
Theoretical foundations of inference in the presence of large numbers of nuisance parametersBattey, Dr HImperial College LondonMathematics 792,229
Theory for Denoising Diffusion Models: generalisation and sample complexityDELIGIANNIDIS, Professor GUniversity of OxfordStatistics 524,406
Transfer Learning for Monte Carlo MethodsBriol, Dr FUCLStatistical Science 362,013
Turing AI Fellowship: Probabilistic Algorithms for Scalable and Computable Approaches to Learning (PASCAL)Nemeth, Professor CJLancaster UniversityMathematics and Statistics 1,097,295
Turing AI Fellowship: Rigorous time-complexity analysis of co-evolutionary algorithmsLehre, Professor PUniversity of BirminghamSchool of Computer Science 1,254,385
Unparameterised multi-modal data, high order signatures, and the mathematics of data scienceLyons, Professor TUniversity of OxfordMathematical Institute 4,100,854
Was that change real? Quantifying uncertainty for change pointsFearnhead, Professor PLancaster UniversityMathematics and Statistics 267,420
Was that change real? Quantifying uncertainty for change pointsFryzlewicz, Professor PZLondon School of Economics & Pol SciStatistics 323,942

Total Number of Grants: 76
Total Value of Grants: £89,160,743

The grant value may include the cost of access to facilities (these funds are not awarded to the grant holding organisation).