Anomaly detection deep learning microscopy public-private partnership radio astronomy Tata Steel Thermo Fisher

PE Physical Sciences and Engineering PE6 Computer Science and Informatics PE6_7 Artificial intelligence, intelligent systems, natural language processing

Improving data training and computational efficiency for deep learning 

Efficient Deep Learning

Data assimilation deep learning Land Surface Model Machine learning Mesurement Operator Microwave Remote sensing Vegetation

LS8 Environmental Biology, Ecology and Evolution

Global vegetation water dynamics using radar satellite data

A new perspective on global vegetation water dynamics from radar satellite data 

PE Physical Sciences and Engineering PE6 Computer Science and Informatics PE6_11 Machine learning, statistical data processing and applications using signal processing ( e.g. speech,image,video) PE9 Universe Sciences PE9_12 High-energy and particle astronomy PE9_13 Astronomical instrumentation and data, e.g. telescopes, detectors, techniques, archives, analyses

Deep Learning For Imaging Cherenkov Telescopes Data Analysis

GammaLearn

deep learning DEM simulation Machine learning surrogate models

PE Physical Sciences and Engineering PE11 Materials Engineering PE3 Condensed Matter Physics PE3_13 Structure and dynamics of disordered systems, e.g. soft matter (gels, colloids, liquid crystals), granular matter, liquids, glasses, defects PE8 Products and Processes Engineering

An artificial brain for interpreting and accelerating physics-based simulations of granular materials

GrainLearning

Artificial Intelligence for DNA barcode identification

LS Life Sciences LS7 Prevention, Diagnosis and Treatment of Human Diseases

Cerebrovascular Brain-age

BrainAge

Agriculture Climate change deep learning differentiable programming food security hybrid modelling Scientific machine learning

PE Physical Sciences and Engineering PE10 Earth System Science PE6 Computer Science and Informatics

From Theory to Gradients: Crop Growth Models for the AI era

DeltaCrop

archaeology deep learning Drones Foundation Model Machine learning QGIS Remote sensing UNet

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