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EPSRC Support by Research Area (Numerical Analysis) 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 paradigm for spectral localisation of operator pencils and analytic operator-valued functionsMarletta, Professor MCardiff UniversitySch of Mathematics 324,844
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 SciencesSchroers, Professor BHeriot-Watt UniversityS of Mathematical and Computer Sciences 5,050,000
Additional Funding for Mathematical Sciences: Isaac Newton Institute for Mathematical SciencesAbrahams, Professor IDUniversity of CambridgeIsaac Newton Institute (Math Science) 10,000,000
At the interface between semiclassical analysis and numerical analysis of wave propagation problemsSpence, Dr EAUniversity of BathMathematical Sciences 1,027,193
Boundary Conditions for Atomistic Simulation of Material DefectsOrtner, Professor CUniversity of WarwickMathematics 442,958
Combining Knowledge And Data Driven Approaches to Inverse Imaging ProblemsSchoenlieb, Professor CUniversity of CambridgeApplied Maths and Theoretical Physics 1,240,288
Combining Knowledge And Data Driven Approaches to Inverse Imaging ProblemsSchoenlieb, Professor CUniversity of CambridgeApplied Maths and Theoretical Physics 1,240,288
Deep Learning Reduced Basis Method for High-Dimensional Parametric Partial Differential Equations in FinanceGlau, Dr KQueen Mary University of LondonSch of Mathematical Sciences 199,605
deeP redUced oRder predIctive Fluid dYnamics model (PURIFY)Xiao, Dr DSwansea UniversityCollege of Engineering 315,689
DMS-EPSRC Sharp Large Deviation Estimates of Fluctuations in Stochastic Hydrodynamic SystemsGrafke, Dr TUniversity of WarwickMathematics 121,402
Domain decomposition methods based on proper generalized decomposition for parametric heterogeneous problemsDiscacciati, Dr MLoughborough UniversityMathematical Sciences 244,479
Fast and Flexible Solvers for Inverse ProblemsGazzola, Dr SUniversity of BathMathematical Sciences 96,431
Fast solvers for frequency domain wave-scattering problems and applicationsDolean Maini, Dr VUniversity of StrathclydeMathematics and Statistics 341,792
Fast solvers for frequency-domain wave-scattering problems and applicationsGraham, Professor IUniversity of BathMathematical Sciences 379,810
Foam Improved Oil Recovery: Effects of Flow ReversalGrassia, Dr PSUniversity of StrathclydeChemical and Process Engineering 256,728
Functional Underpinnings of Summation-By-Parts Finite DifferencesBrambley, Dr EJUniversity of WarwickMathematics 295,057
Inference, COmputation and Numerics for Insights into Cities (ICONIC)Girolami, Professor MUniversity of CambridgeEngineering 2,333,668
Integral equations on fractal domains: analysis and computationHewett, Dr DUCLMathematics 248,329
International Centre For Mathematical Sciences 2018Schroers, Professor BHeriot-Watt UniversityS of Mathematical and Computer Sciences 3,079,042
Isaac Newton Institute for Mathematical SciencesAbrahams, Professor IDUniversity of CambridgeIsaac Newton Institute (Math Science) 11,570,267
Large deviation techniques for model coarse grainingGrafke, Dr TUniversity of WarwickMathematics 181,373
Limit analysis of debonding states in multi-body systems of stochastic hyperelastic materialMihai, Dr ACardiff UniversitySch of Mathematics 290,844
Making Cubature on Wiener Space WorkLitterer, Dr CUniversity of YorkMathematics 105,205
Mathematics of Adversarial AttacksHigham, Professor DUniversity of EdinburghSch of Mathematics 202,126
Modelling sperm-mucus interactions across scalesKeaveny, Dr E EImperial College LondonMathematics 694,462
Modern Linear Algebra for PDE-Constrained Optimisation Models for Huge-Scale Data AnalysisPearson, Dr JWUniversity of EdinburghSch of Mathematics 231,608
Multilevel Intrusive UQ MethodsPowell, Professor CEUniversity of Manchester, TheMathematics 176,465
New models of turbulent sediment transportHogg, Professor AJUniversity of BristolMathematics 202,144
Non-Oberbeck-Boussinesq Effects in the Ultimate State of Rapidly Rotating Rayleigh-Benard ConvectionHorn, Dr SCoventry UniversityCtr for Fluid and Complex Systems 235,863
Numerical analysis of adaptive UQ algorithms for PDEs with random inputsSilvester, Professor DJUniversity of Manchester, TheMathematics 381,114
Numerical analysis of adaptive UQ algorithms for PDEs with random inputsBespalov, Dr AUniversity of BirminghamSchool of Mathematics 329,468
Object Detection, Location and Identification at Radio Frequencies in the Near FieldLedger, Dr PDKeele UniversityFaculty of Natural Sciences 430,151
Object Detection, Location and Identification at Radio Frequencies in the Near FieldLionheart, Professor WRBUniversity of Manchester, TheMathematics 162,191
On the way to the asymptotic limit: mathematics of slow-fast coupling in PDEsWingate, Professor BUniversity of ExeterMathematics 849,609
Positivity problems at the boundary between combinatorics and analysisSokal, Professor AUCLMathematics 836,383
Quantitative Estimates In Spectral Theory and Their ComplexityBen-Artzi, Dr JCardiff UniversitySch of Mathematics 977,978
Random fragmentation-coalescence processes out of equilibriumKyprianou, Professor AEUniversity of BathMathematical Sciences 444,670
Reducing the Threat to Public Safety: Improved metallic object characterisation, location and detectionLedger, Dr PDKeele UniversityFaculty of Natural Sciences 71,541
Reducing the Threat to Public Safety: Improved metallic object characterisation, location and detectionBetcke, Professor TUCLMathematics 71,320
Regularisation theory in the data driven settingKorolev, Dr YUniversity of CambridgeApplied Maths and Theoretical Physics 351,613
Resurgence and parametric asymptotics: exact results at all scalesVarela Aniceto, Dr IUniversity of SouthamptonSch of Mathematical Sciences 426,226
Spatiotemporal statistical machine learning (ST-SML): theory, methods, and applicationsFlaxman, Dr SImperial College LondonMathematics 1,373,776
Spectral element methods for fractional differential equations, with applications in applied analysis and medical imagingTreeby, Professor BEUCLMedical Physics and Biomedical Eng 103,887
Spectral element methods for fractional differential equations, with applications in applied analysis and medical imagingOlver, Dr SImperial College LondonMathematics 572,426
Stochastic iterative regularization: theory, algorithms and applicationsJin, Professor BUCLComputer Science 385,265
Tensor decomposition sampling algorithms for Bayesian inverse problemsDolgov, Dr SUniversity of BathMathematical Sciences 150,426
The Mathematics of Deep LearningBudd, Professor CUniversity of BathMathematical Sciences 3,357,501
Transfer operator methods for modelling high-frequency wave fields - advancements through modern functional and numerical analysisBandtlow, Dr OQueen Mary University of LondonSch of Mathematical Sciences 634,829
Understanding Neural Networks through DynamicsDawes, Professor JUniversity of BathMathematical Sciences 199,416

Total Number of Grants: 50
Total Value of Grants: £53,431,387

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