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lanhill's Projects

dafi icon dafi

DAFI: Ensemble based data assimilation and field inversion, repository for internal development

deepfield icon deepfield

Machine learning framework for reservoir simulation

iterative-ensemble-smoother icon iterative-ensemble-smoother

An iterative ensemble smoother (iES) based on regularized Levenburg-Marquardt, see SPE-176023-PA, https://doi.org/10.2118/176023-PA

pet_xluo icon pet_xluo

PET for data assimilation and optimization_forked from Xiaodong Luo

pot icon pot

POT : Python Optimal Transport

pygslib icon pygslib

GSLIB fortran code wrapped into python

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.

uhs_model_fuel icon uhs_model_fuel

3D reservoir model used in an underground hydrogen storage study at https://doi.org/10.1016/j.fuel.2024.131038

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