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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
Adaptively Tuned High-Order Unstructured Finite-Volume Methods for Turbulent FlowsTsoutsanis, Dr PCranfield UniversitySch of Aerospace, Transport & Manufact 51,344
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
At the interface between semiclassical analysis and numerical analysis of wave propagation problemsSpence, Professor EAUniversity of BathMathematical Sciences 1,027,193
CBET-EPSRC: Deep Learning Closure Models for Large-Eddy Simulation of Unsteady AerodynamicsSirignano, Professor JUniversity of OxfordMathematical Institute 354,523
Combining Knowledge And Data Driven Approaches to Inverse Imaging ProblemsSchönlieb, Professor CUniversity of CambridgeApplied Maths and Theoretical Physics 1,240,288
Combining Knowledge And Data Driven Approaches to Inverse Imaging ProblemsSchönlieb, Professor CUniversity of CambridgeApplied Maths and Theoretical Physics 1,240,288
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
Dynamic coupling in sloshing systems with multiple baffles.Turner, Dr MRUniversity of SurreyMathematics 67,754
Efficient approximation and preconditioning strategies for models of swirling flowSilvester, Professor DJUniversity of Manchester, TheMathematics 54,881
EPSRC-SFI: Krylov subspace methods for non-symmetric PDE problems: a deeper understanding and faster convergencePestana, Dr JUniversity of StrathclydeMathematics and Statistics 355,812
Exploiting sparsity in large-scale optimizationScott, Professor JASTFC Laboratories (Grouped)Scientific Computing Department 76,281
Foam Improved Oil Recovery: Effects of Flow ReversalLue, Dr LUniversity of StrathclydeChemical and Process Engineering 256,728
Functional Underpinnings of Summation-By-Parts Finite DifferencesBrambley, Dr EJUniversity of WarwickMathematics 295,057
Gaussian process regression for Bayesian inverse problemsTeckentrup, Dr AUniversity of EdinburghSch of Mathematics 267,665
Hitching the subcritical branch of convectionPotherat, Professor ACoventry UniversityCtr for Fluid and Complex Systems 71,436
Hypocoercivity-Preserving DiscretisationsGeorgoulis, Professor EHHeriot-Watt UniversityS of Mathematical and Computer Sciences 410,449
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
Large deviation techniques for model coarse grainingGrafke, Dr TUniversity of WarwickMathematics 181,373
Making Cubature on Wiener Space WorkLitterer, Dr CUniversity of YorkMathematics 105,205
Mathematical Theory of Radiation Transport: Nuclear Technology Frontiers (MaThRad)Kyprianou, Professor AUniversity of WarwickStatistics 5,761,842
Mathematical verification for a novel Navier-Stokes representationChadwick, Dr EAUniversity of SalfordSch of Science,Engineering & Environment 78,820
Mesh-free methods for turbulent reacting flows: the next generation of DNSLind, Dr S JUniversity of Manchester, TheMechanical Aerospace and Civil Eng 78,835
Mixed Precision Symmetric Eigensolvers: Proof of ConceptTisseur, Professor FUniversity of Manchester, TheMathematics 71,607
Model reduction from dataAstolfi, Professor AImperial College LondonElectrical and Electronic Engineering 807,643
Modelling hyperbolic and elliptic elasticity with discontinuous coefficients using an error driven adaptive isogeometric basisPaluszny Rodriguez, Dr AImperial College LondonEarth Science and Engineering 76,517
Modern Linear Algebra for PDE-Constrained Optimisation Models for Huge-Scale Data AnalysisPearson, Dr JWUniversity of EdinburghSch of Mathematics 231,608
New models of turbulent sediment transportHogg, Professor AJUniversity of BristolMathematics 202,144
New proximal algorithms for computational imaging: From optimisation theory to enhanced deep learningRepetti, Dr AHeriot-Watt UniversityS of Mathematical and Computer Sciences 284,313
Next generation particle filters for stochastic partial differential equationsCotter, Professor CImperial College LondonMathematics 304,745
Non-Oberbeck-Boussinesq Effects in the Ultimate State of Rapidly Rotating Rayleigh-Benard ConvectionHorn, Dr SCoventry UniversityCtr for Fluid and Complex Systems 235,863
Object Detection, Location and Identification at Radio Frequencies in the Near FieldLionheart, Professor WRBUniversity of Manchester, TheMathematics 162,191
Object Detection, Location and Identification at Radio Frequencies in the Near FieldLedger, Dr PDKeele UniversityFaculty of Natural Sciences 430,151
On the way to the asymptotic limit: mathematics of slow-fast coupling in PDEsWingate, Professor BUniversity of ExeterMathematics 849,609
Online Inverse Optimal Transport for Societal FlowsDuncan, Dr AImperial College LondonMathematics 80,447
Optimal Grain Diagrams: Mathematical Analysis and AlgorithmsAlpers, Dr AUniversity of LiverpoolMathematical Sciences 234,024
Parallel-in-time computation for sedimentary landscapesCotter, Professor CImperial College LondonMathematics 80,620
Quantifying safe operation of sustainable seals for rotating systemsBailey, Dr NUniversity of BathMechanical Engineering 80,642
Random fragmentation-coalescence processes out of equilibriumKyprianou, Professor AUniversity of WarwickStatistics 83,641
Regularisation theory in the data driven settingKorolev, Dr YUniversity of BathMathematical Sciences 199,768
Resurgence and parametric asymptotics: exact results at all scalesVarela Aniceto, Dr IUniversity of SouthamptonSch of Mathematical Sciences 426,226
Singular and Oscillatory Quadrature on Non-Smooth DomainsHewett, Dr DUCLMathematics 373,085
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
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 Gradient Descent in Banach SpacesKereta, Dr ZUCLComputer Science 348,066
Stochastic iterative regularization: theory, algorithms and applicationsJin, Professor BUCLComputer Science 385,265
Stochastic Numerics for Sampling on ManifoldsTretyakov, Professor MUniversity of NottinghamSch of Mathematical Sciences 80,189
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
The Supreme Challenges of Supremal FunctionalsMoser, Professor RUniversity of BathMathematical Sciences 242,780
The Supreme Challenges of Supremal FunctionalsKatzourakis, Dr NUniversity of ReadingMathematics and Statistics 186,189
The underpinning mathematics for a novel wave energy converter: the FlexSlosh WECAlemi Ardakani, Dr HUniversity of ExeterMathematics 79,437
Understanding Neural Networks through DynamicsDawes, Professor JUniversity of BathMathematical Sciences 199,416

Total Number of Grants: 60
Total Value of Grants: £55,050,643

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