HElioS — Hybrid Modeling for Electrochemical Systems
Published:
HElioS
HElioS is a Python package for building, training, and evaluating hybrid physics‑informed and data‑driven models for electrochemical systems and materials design. It provides data preprocessing utilities, model architectures, training loops, optimization helpers, and plotting/post‑processing tools to accelerate research workflows in computational electrochemistry and materials science. HElioS includes features like modular model architectures for combining physics-based and learned components, data preprocessing and range checking utilities, device- and materials-focused trainers and optimizers, and plotting and post-processing helpers for analysis and visualization.