Neural Networks for Supercapacitor Modeling (Neuralcap)

One-dimensional model of a supercapacitor calibrated to experimental data.

LLNL Release Number: LLNL-CODE-833851

Requirements

Please install the following libraries: jax, jaxlib, optax, pandas, openpyxl. For example:

pip3 install jax jaxlib optax pandas openpyxl

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
coin_cell_data.xlsx		coin_cell_data.xlsx
experimental_helpers.py		experimental_helpers.py
simulation_parameters.py		simulation_parameters.py
supercap_fv.py		supercap_fv.py
supercap_fv_two_electrodes.py		supercap_fv_two_electrodes.py
taylor_test.py		taylor_test.py