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University of Bath: Bath, GB

Employment
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University of Bath

Education and qualifications (1)

University of Bath: Bath, GB

Education
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University of Bath

Works (5)

Scale-aware parameterization of cloud fraction and condensate for a global atmospheric model machine-learnt from coarse-grained kilometer-scale simulations

2024-08-25 | Working paper | Author
SOURCE-WORK-ID:

23be1ce5-7aa3-40bf-b8e2-bdad7ceedc57

Contributors: Cyril Morcrette; Tobias Cave; Helena Reid; Joana da Silva Rodrigues; Teo Deveney; Lisa Maria Kreusser; Kwinten Van Weverberg; Chris Budd
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University of Bath

Equidistribution-based training of Free Knot Splines and ReLU Neural Networks

2024-07-02 | Working paper | Author
SOURCE-WORK-ID:

de5f6a54-8fba-45a9-904c-efdeb536040f

Contributors: Simone Appella; Simon Arridge; Chris Budd; Teo Deveney; Lisa Maria Kreusser
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University of Bath

Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation

2023-11-27 | Working paper | Author
SOURCE-WORK-ID:

72ae29ae-0b87-4299-b14f-82be944cb98c

Contributors: Teo Deveney; Jan Stanczuk; Lisa Maria Kreusser; Chris Budd; Carola-Bibiane Schönlieb
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University of Bath

Deep Surrogate Accelerated Delayed-Acceptance Hamiltonian Monte Carlo for Bayesian Inference of Spatio-Temporal Heat Fluxes in Rotating Disc Systems

SIAM/ASA Journal on Uncertainty Quantification
2023-09-01 | Journal article | Author
SOURCE-WORK-ID:

1c4f791e-408f-4f96-9fd5-20157476afaf

EID:

2-s2.0-85174746521

Contributors: Teo Deveney; Eike Mueller; Tony Shardlow
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University of Bath
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Use of Bayesian statistics to calculate transient heat fluxes on compressor disks

Physics of Fluids
2022-04-26 | Journal article | Author
SOURCE-WORK-ID:

2442aff7-3f8e-418e-bbcf-53a6bb4bd516

EID:

2-s2.0-85128519031

Contributors: Hui Tang; Teo Deveney; Tony Shardlow; Gary Lock
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University of Bath