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Categories
All (47)
CNN (14)
committee (7)
Decision Trees (6)
Deep Learning (28)
diffusion models (1)
InSAR (1)
Machine Learning (1)
Medical image analysis (1)
PINNs (11)
Semantic segmentation (1)

Members

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Alhanof Alolyan

Computer-aided design

Links GithubWebsite

Alistair Curd
Deep Learning

Biomedical fluorescence microscopy

Links GithubWebsite

Andy Hooper

Radar interferometry (insar)

Links GithubWebsite

Andy Nowacki
Deep Learning

Detection and location of earthquakes and icequakes

Links GithubWebsite

Andy Turner

Predicting spatial and temporal change

Links GithubWebsite

Ben Wallis
Deep Learning
CNN

Tidewater glacier dynamics

Links GithubWebsite

Calum S. Skene
Deep Learning

Geophysical and astrophysical turbulence

Links GithubWebsite

Chetan Deva
Decision Trees

Modelling Plant Behaviour across G*E

Links Website

Claire Bartholomew
Deep Learning
CNN

Precipitation nowcasting

Links GithubWebsite
 
Dan Hall
PINNs

Particle Physics

Links Github

Declan Finney

Clouds

Links GithubWebsite

Dody Dharma
Deep Learning
CNN

Deformbale Solid and Fluid Simulation

Links GithubWebsite

Donald Cummins
committee
Deep Learning

Turbulence parametrizations

Links GithubWebsite

Eilish O’Grady
committee
Semantic segmentation
diffusion models
InSAR

InSAR

Links Website

Eric Atwell

University teaching and assessment

Links GithubWebsite

Fergus Shone
Deep Learning
PINNs

Haemodynamic flow super-resolution

Links GithubWebsite

Flo Greaves
CNN

Cloud organisation

Links GithubWebsite

Gyanateet Dutta

Synthetic medical data generation.

Links GithubWebsite

Jack Smith
committee
Deep Learning
CNN

Semantic segmentation of masonry lined tunnel joints

Links GithubWebsite

Jacob Connolly
Decision Trees

InSAR Time series

Links GithubWebsite

Jakub Lewandowski
Deep Learning
PINNs

Weather nowcasting

Links GithubWebsite

Jillian Schacher

Marine spatial planning

Links GithubWebsite

Joe Gallear
Deep Learning
Decision Trees

Crop yield estimation

Links GithubWebsite

Joey Smith
Decision Trees

Storm tracking and initiation prediction

Links GithubWebsite

John Chong Zhang
Deep Learning

mineral system exploration

Links GithubWebsite

Jonathan Coney
Deep Learning
CNN

segmentation of atmospheric gravity waves

Links GithubWebsite

Leif Denby
Deep Learning
CNN

meso-scale cloud organisation

Links GithubWebsite

Leyuan Wu
Deep Learning
PINNs

Earth and planets’ gravity field modelling

Links GithubWebsite

Longwei Chen
Deep Learning
PINNs

Planetary magnetic field modelling

Links GithubWebsite

Maria Luisa Taccari
Deep Learning
CNN
PINNs

Groundwater prediction

Links GithubWebsite

Mark Richardson

Met office um

Links GithubWebsite

Mathew Henrickson

Text analysis of historic auction records

Links GithubWebsite

Miranda J S Horne
committee
Deep Learning
PINNs

Computational Fluid Dynamics

Links GithubWebsite

Naomi Shakespeare-Rees
committee
Deep Learning
CNN
PINNs

Geomagnetism

Links Github Website

Oluwaseun Coker
committee

Fluid Dynamics

Links  

Omar Choudhry
committee
Deep Learning
Medical image analysis
Machine Learning

Medicine

Links Github Website

Peyman Babakhani
Decision Trees
PINNs

Global carbon cycling

Links GithubWebsite

Phil Livermore
Deep Learning
PINNs

Reconstruction of earth/planetary magnetic fields from sparse data

Links GithubWebsite

Sam Llanwarne
Deep Learning
CNN

very large histology tissue image, preprocessing and classification

Links GithubWebsite

Samuel Bancroft
Deep Learning
CNN

crop type classification

Links GithubWebsite

Shenghao Qiu
Deep Learning
CNN

Parallel and Distributed Deep Learning

Links GithubWebsite

Shu Zhang
Decision Trees

Tropospheric ozone forcast

Links GithubWebsite

Simon Peatman
Deep Learning

Classification of convective weather systems

Links GithubWebsite

Trystan Surawy-Stepney
Deep Learning
CNN

Glacier damage identification

Links GithubWebsite

Vineeth Kumar Vellala

Synthetic medical data generation

Links GithubWebsite

Yutaro Shigemitsu
Deep Learning
PINNs

Monitoring volcano

Links GithubWebsite

Zoe Hancox
Deep Learning
CNN

Health outcome prediction

Links GithubWebsite
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