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Tobias Finn photo

tobifinn Goto Github PK

followers: 40.0 following: 73.0 repos: 8.0 gists: 1.0

Name: Tobias Finn

Type: User

Company: École des Ponts ParisTech

Bio: PostDoc researcher at the École des Ponts ParisTech, in the SASIP project. Working on improving data assimilation and machine learning for Earth system models

Twitter: tobias_finn

Location: Paris, France

Tobias Finn's Projects

ensemble_transformer icon ensemble_transformer

Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".

letkf_t2m_h2osoi icon letkf_t2m_h2osoi

Paper about ensemble-based data assimilation of 2-metre-temperature observations for the soil moisture in TSMP with a LETKF

moist_airflow icon moist_airflow

A Model Output (integrated) Statistics package based on apache-airflow.

py_bacy icon py_bacy

Python Basic Cycling environment to couple data assimilation and numerical weather prediction models

pyextremelm icon pyextremelm

pyExtremeLM is a python module, which implements the extreme learning machine, in the style of scikit-learn.

pymepps icon pymepps

Python meteorological post-processing system

torch-assimilate icon torch-assimilate

Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.

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