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.☆26Jul 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 on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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☆15Apr 16, 2021Updated 5 years ago
- ☆32Apr 15, 2021Updated 5 years ago
- BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field designed for precise and efficient electrolyte simu…☆162Mar 25, 2026Updated 3 months ago
- [ICML'26] Phonon fine-tuning (PFT) and [NeurIPS'25 AI4Mat] Nequix: Training a foundation model for materials on a budget☆75Apr 5, 2026Updated 2 months 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 2 years ago
- 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 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆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:☆113Feb 19, 2020Updated 6 years ago
- PCoE Li-ion Battery Data Modeling☆22Mar 29, 2023Updated 3 years ago
- Lava is a general-purpose calculator that provides a python interface to enable one-click calculation of the many common properties with …☆17May 31, 2022Updated 4 years ago
- Life cycle prediction model for batteries☆27Mar 4, 2020Updated 6 years ago
- 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repo contains demonstrations of an extensible Crystal Structure Type Recognition Network (CSTRNet), which consists of a variable num…☆14May 21, 2024Updated 2 years ago
- ☆30Apr 23, 2026Updated 2 months ago
- ☆13Jun 26, 2026Updated last week
- Machine Learning pipeline to predict the Remaining Useful Life (RUL) of Li-ion batteries for EVs☆31Dec 21, 2022Updated 3 years ago
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆31May 31, 2024Updated 2 years ago
- A Curated Dataset of Crystal Structures and Experimentally Measured Ionic Conductivities for Lithium Solid-State Electrolytes☆58Nov 27, 2025Updated 7 months ago
- Molecular Crystal Simulation Library (mcse) is an open-source Python package for manipulating and analyzing molecular crystal structures☆15May 30, 2022Updated 4 years ago
- Back of the battery calculator with Intercalation Station☆20Jun 20, 2023Updated 3 years ago
- Developed a data-driven prognostic model using the Long short-term memory (LSTM) algorithm to predict the state of charge (SoC) and stat…☆56Jan 29, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Tools for auto-generating the battery-materials database.☆52Sep 6, 2022Updated 3 years ago
- This repository contains the data and scripts necessary to reproduce the results presented in the paper: **"Scalable molecular simulation…☆49Jun 2, 2024Updated 2 years ago
- A library for building equivariant neural networks and a zoo of implementations & examples.☆31Aug 9, 2022Updated 3 years ago
- 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
- A machine learning model for the prediction of charge density.☆14Aug 24, 2024Updated last year
- User-friendly Freeware for Determining the Concentration of Electrolyte Components in Lithium-Ion Cells Using Fourier Transform Infrared …☆14Dec 8, 2022Updated 3 years ago
- Mirror of https://github.com/lukasturcani/stk - please file issues / fork / star that repo.☆21Nov 16, 2022Updated 3 years ago