A collection of notebooks in support of the publication "A Database of Experimentally Measured Lithium Solid Electrolyte Conductivities Evaluated with Machine Learning"
☆24Oct 24, 2023Updated 2 years ago
Alternatives and similar repositories for LiIonML
Users that are interested in LiIonML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Graphic user interface (GUI) for the battery database.☆16Feb 10, 2023Updated 3 years ago
- Supervised Regression using SVR and Neural Networks for Early Prediction of End-of-Life in Lithium-ion Batteries☆12Dec 24, 2023Updated 2 years ago
- Repository for predicting conductivities through Arrhenius parameters for polymer electrolytes.☆24Jul 29, 2024Updated last year
- BatteryDataExtractor: battery-aware text-mining software embedded with BERT models.☆20Apr 5, 2023Updated 3 years ago
- An artificial neural network (ANN) based method is developed for achieving more accurate remaining useful life prediction of Lithium Ion …☆16Sep 19, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Tools to be used with the Atomic Simulation Environment (ASE). Currently, the main features are for VASP.☆14Nov 6, 2012Updated 13 years ago
- Implementation for data driven prediction of battery cycle life before capacity degradation☆14Apr 16, 2021Updated 5 years ago
- BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field designed for precise and efficient electrolyte simu…☆157Mar 25, 2026Updated last month
- ☆32Apr 15, 2021Updated 5 years ago
- [NeurIPS'25 AI4Mat] Nequix: Training a foundation model for materials on a budget and [arXiv'26] Phonon fine-tuning (PFT)☆75Apr 5, 2026Updated 3 weeks ago
- BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement☆35Sep 6, 2022Updated 3 years ago
- Software for evaluating pareto-optimal synthesis pathways☆24Jun 10, 2024Updated last year
- OpenRSP: open-ended response theory.☆16Aug 16, 2020Updated 5 years ago
- Rul prediction of lithium-ion batteries based on MMMe model，Details can be found in the paper “A MLP-Mixer and Mixture of Expert Model fo…☆27May 29, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Jan 12, 2022Updated 4 years ago
- ☆15Aug 13, 2021Updated 4 years ago
- Genetic Algorithm (GA) program for optimizing the parameters of a polarizable force field based on the AMOEBA functional form☆13Jul 27, 2018Updated 7 years ago
- A Pymatgen IO module for setting up OpenMM simulations.☆11Mar 15, 2024Updated 2 years ago
- This repository contains much of the data, code, and visualizations associated with this manuscript:☆111Feb 19, 2020Updated 6 years ago
- PCoE Li-ion Battery Data Modeling☆23Mar 29, 2023Updated 3 years ago
- ☆30Apr 23, 2026Updated last week
- Lava is a general-purpose calculator that provides a python interface to enable one-click calculation of the many common properties with …☆18May 31, 2022Updated 3 years ago
- Life cycle prediction model for batteries☆27Mar 4, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A prediction model to estimate the state of health (SOH) of a lithium-ion battery (LiB) in real-time based on temperature, voltage, and c…☆34Dec 2, 2022Updated 3 years ago
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆14May 21, 2024Updated last year
- ☆13Apr 13, 2026Updated 3 weeks ago
- Machine Learning pipeline to predict the Remaining Useful Life (RUL) of Li-ion batteries for EVs☆30Dec 21, 2022Updated 3 years ago
- A Curated Dataset of Crystal Structures and Experimentally Measured Ionic Conductivities for Lithium Solid-State Electrolytes☆55Nov 27, 2025Updated 5 months ago
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆31May 31, 2024Updated last year
- Molecular Crystal Simulation Library (mcse) is an open-source Python package for manipulating and analyzing molecular crystal structures☆15May 30, 2022Updated 3 years ago
- Back of the battery calculator with Intercalation Station☆20Jun 20, 2023Updated 2 years ago
- ☆10Aug 27, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Developed a data-driven prognostic model using the Long short-term memory (LSTM) algorithm to predict the state of charge (SoC) and stat…☆55Jan 29, 2023Updated 3 years ago
- Tools for auto-generating the battery-materials database.☆50Sep 6, 2022Updated 3 years ago
- .gds to .gltf file conversion script and workflow to create photo-real animations of your photonic/electronic integrated circuits.☆12Jul 29, 2024Updated last year
- This repository contains the data and scripts necessary to reproduce the results presented in the paper: **"Scalable molecular simulation…☆49Jun 2, 2024Updated last year
- A library for building equivariant neural networks and a zoo of implementations & examples.☆32Aug 9, 2022Updated 3 years ago
- A machine learning model for the prediction of charge density.☆14Aug 24, 2024Updated last year
- The understanding of the aging mechanism is crucial to predict the state-of-health of lithium-ion batteries (LIBs), a LIBs is developed t…☆29Nov 2, 2019Updated 6 years ago