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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 (£)
A New Foundation for Statistical Shape AnalysisJermyn, Professor IDurham, University ofMathematical Sciences 202,360
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
A Unified Framework for Multiscale Machine Learning at the EdgeNunes, Dr MUniversity of BathMathematical Sciences 193,639
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
Bayesian computation for low-photon imagingZygalakis, Dr KKUniversity of EdinburghSch of Mathematics 324,464
Bayesian computation for low-photon imagingPereyra, Dr MHeriot-Watt UniversityS of Mathematical and Computer Sciences 370,749
Bayesian Data Analysis for Sets of Data Sets: Towards Populations of Virtual Chimeras for In-Silico TrialsVirtanen, Dr SUniversity of LeedsStatistics 66,507
Change-point analysis in high dimensionsWang, Dr TLondon School of Economics & Pol SciStatistics 221,840
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
Disease Spread at High OrderHigham, Professor DUniversity of EdinburghSch of Mathematics 71,086
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: Change Point Detection and Localization in High-Dimensions: Theory and MethodsYu, Dr YUniversity of WarwickStatistics 288,340
DMS-EPSRC: Fast martingales, large deviations and randomised gradients for heavy-tailed target distributionsMijatovic, Professor AUniversity of WarwickStatistics 662,611
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
Functional Calculus for Pathwise HedgingMuhle-Karbe, Professor JImperial College LondonMathematics 80,257
Gaussian process regression for Bayesian inverse problemsTeckentrup, Dr AUniversity of EdinburghSch of Mathematics 267,665
Graphical causal models for random networksSadeghi, Dr KUCLStatistical Science 64,334
Harnessing the Power of Stein Discrepancies in Bayesian ComputationOates, Professor CNewcastle UniversitySch of Maths, Statistics and Physics 704,773
Hysteresis phenomenon and expected shortfall of financial returnsCai, Dr YSwansea UniversitySchool of Management 28,928
Identifying Changepoints in Population Size through Radiocarbon DeterminationsHeaton, Dr TUniversity of LeedsStatistics 80,101
Information geometric theory of neural information processing and disorderKim, Professor ECoventry UniversityCtr for Fluid and Complex Systems 80,623
International Centre For Mathematical Sciences 2018Kim, Professor MHeriot-Watt UniversityS of Mathematical and Computer Sciences 3,079,042
Isaac Newton Institute for Mathematical SciencesTillmann, Professor UUniversity of CambridgeIsaac Newton Institute (Math Science) 11,570,267
Learn2Sim: Learning to steer computer simulatorsPrangle, Dr DUniversity of BristolMathematics 202,387
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, Dr RCity, University of LondonActuarial Science and Insurance 440,401
Modelling and inference of tree pandemics in Great BritainBaggaley, Dr ANewcastle UniversitySch of Maths, Statistics and Physics 202,350
Modelling removal and re-introduction data for improved conservationMcCrea, Professor RUniversity of KentSch of Maths Statistics & Actuarial Sci 357,827
Multi-level Reinforcement Learning for flow controlElsheikh, Professor AHHeriot-Watt UniversitySch of Energy, Geosci, Infrast & Society 202,415
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
New challenges in robust statistical learningCannings, Dr T IUniversity of EdinburghSch of Mathematics 266,366
New challenges in robust statistical learningCannings, Dr T IUniversity of EdinburghSch of Mathematics 266,366
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 EImperial College LondonMathematics 1,003,793
Nonlocal Hydrodynamic Models of Interacting AgentsZatorska, Dr EImperial College LondonMathematics 1,003,793
Nonparametric regression on implicit manifold of high dimensional point cloudniu, Dr mUniversity of GlasgowSchool of Mathematics & Statistics 77,567
Online Inverse Optimal Transport for Societal FlowsDuncan, Dr AImperial College LondonMathematics 80,447
Optimisation-centric Generalisations of Bayesian InferenceKnoblauch, Dr JUCLStatistical Science 325,660
Partial recovery of missing responses - a toolbox for efficient design and analysis when data may be missing not at randomMitra, Dr RUCLStatistical Science 104,252
Partial recovery of missing responses - a toolbox for efficient design and analysis when data may be missing not at randomMitra, Dr RUCLStatistical Science 104,252
Poisson 2021Novak, Dr SMiddlesex UniversityFaculty of Science & Technology 45,726
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 (PINCODE)Aslett, Dr LJMDurham, University ofMathematical Sciences 80,091
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 PINCODEPollock, Dr MNewcastle UniversitySch of Maths, Statistics and Physics 362,598
Quantum Zealous Fully Probabilistic Framework for Anticipating and Controlling Quantum Systems, (QuaCoq)Herzallah, Dr RUniversity of WarwickMathematics 31,917
Random environments, stochastic equations, and randomized algorithmsFehrman, Dr B JUniversity of OxfordMathematical Institute 853,552
Random environments, stochastic equations, and randomized algorithmsFehrman, Dr B JUniversity of OxfordMathematical Institute 853,552
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
Random walks in dynamic random environmentsKious, Dr DUniversity of BathMathematical Sciences 293,009
Robust and scalable Markov chain Monte Carlo for heterogeneous modelsLivingstone, Dr SJUCLStatistical Science 207,950
Robust, Scalable Sequential Monte Carlo with Application To Urban Air QualityJohansen, Professor AMUniversity of WarwickStatistics 621,930
Rough Volatility: A Trojan horse into modern Financial computingJacquier, Dr AImperial College LondonMathematics 793,840
Sparse linear models: Their existence and stabilityWinkler, Dr JUniversity of SheffieldComputer Science 79,385
Spatiotemporal statistical machine learning (ST-SML): theory, methods, and applicationsFlaxman, Dr SUniversity of OxfordComputer Science 1,175,699
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 Network Models: Building the FoundationLeng, Professor CUniversity of WarwickStatistics 79,807
Statistical theory of controlled quantum dynamicsGuta, Dr MIUniversity of NottinghamSch of Mathematical Sciences 353,208
StatScale: Statistical Scalability for Streaming DataEckley, Professor IALancaster UniversityMathematics and Statistics 2,750,890
Stochastic processes on random graphs with clusteringWang, Dr MUniversity of SussexSch of Mathematical & Physical Sciences 254,240
Structures and universalities around the Kardar-Parisi-Zhang equationZygouras, Professor NUniversity of WarwickStatistics 902,765
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
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
Workshop: UK Easter Probability Meeting 2023Jin, Dr XUniversity of Manchester, TheMathematics 24,812

Total Number of Grants: 92
Total Value of Grants: £88,201,794

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