ERD

Report on a survey of MAELSTROM applications and ML tools and architectures

Project: MAELSTROM

Updated at: 30-05-2024

Show more information

Project acronym MAELSTROM

Further analysis of cGAN: A system for Generative Deep Learning Post-processing of Precipitation

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Productive Performance Engineering for Weather and Climate Modeling with Python

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Co...

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Statistical Modeling of 2-m Temperature and 10-m Wind Speed Forecast Errors

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

PipeFisher: Efficient Training of Large Language Models Using Pipelining and Fisher Information Matrices

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Neural Graph Databases

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Compressing multidimensional weather and climate data into neural networks

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Spatial Mixture-of-Experts

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Temperature forecasting by deep learning methods

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Cached Operator Reordering: A Unified View for Fast GNN Training

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

STen: Productive and Efficient Sparsity in PyTorch

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Stochastic downscaling of meteorological fields with deep neural networks

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

PROGRAML: A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Deep learning for quality control of surface physiographic fields using satellite Earth observations

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

CLGAN: a generative adversarial network (GAN)-based video prediction model for precipitation nowcasting

Project: MAELSTROM

Updated at: 15-04-2024

Show more information

Project acronym MAELSTROM

Challenges and Benchmark Datasets for Machine Learning in the Atmospheric Sciences: Definition, Status, and Outlook

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Challenges and Limitations of Machine Learning for Atmospheric Sciences

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Machine Learning at ECMWF

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Productive Performance Engineering for Weather and Climate Modeling with Python

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Spatial Mixture-of-Experts

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Roadmap analysis of technologies relevant for ML solutions in W&C

Project: MAELSTROM

Updated at: 31-07-2023

Show more information

Project acronym MAELSTROM

Resources