☆41Nov 20, 2023Updated 2 years ago
Alternatives and similar repositories for BattNN
Users that are interested in BattNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆56Jun 3, 2023Updated 3 years ago
- ☆24Jun 3, 2023Updated 3 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆16May 15, 2026Updated 5 months ago
- Remaining Useful Life Prediction of lithium-ion Battery☆33Feb 27, 2026Updated 8 months ago
- A physics-informed neural network for battery SOH estimation☆504Sep 2, 2026Updated 2 months 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.
- Code used to generate the results of the paper: Nascimento et al. A framework for Li-ion battery prognosis based on hybrid Bayesian physi…☆70Aug 29, 2023Updated 3 years ago
- A code library for reading and preprocessing public battery dataset☆199Jul 28, 2026Updated 3 months ago
- A Novel Patch-Based Transformer for Accurate Remaining Useful Life Prediction of Lithium-Ion Batteries☆45Mar 17, 2026Updated 7 months ago
- Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"☆31Apr 20, 2023Updated 3 years ago
- Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy compariso…☆68Apr 15, 2026Updated 6 months ago
- MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batte…☆142Mar 11, 2024Updated 2 years ago
- A code library and benchmark study on SOH estimation of lithium-ion battery☆211Dec 23, 2023Updated 2 years ago
- State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).☆302Sep 5, 2024Updated 2 years ago
- ☆12Jun 19, 2026Updated 4 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems☆65Dec 10, 2025Updated 10 months ago
- Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.☆25Jan 16, 2024Updated 2 years ago
- RUL-Mamba: Mamba-Based Remaining Useful Life Prediction for Lithium-Ion Batteries☆55Apr 14, 2026Updated 6 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆13Nov 17, 2019Updated 6 years ago
- Official implementation of the paper "SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models"☆33Jan 8, 2025Updated last year
- This repository is for the peer review of the paper 'From Lab to Real World: Battery State of Health Evaluation with Open-Source Electric…☆84Mar 9, 2026Updated 7 months ago
- This repository is for the Non-destructive degradation pattern decoupling for early battery trajectory prediction via physics-informed le…☆14Feb 17, 2025Updated last year
- Code for paper: Voltage relaxation-based state-of-health estimation of lithium-ion batteries using convolutional neural networks and tran…☆34Jun 22, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆21May 25, 2026Updated 5 months ago
- Mirco ISC detection using deep learning methods☆15Mar 7, 2023Updated 3 years ago
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆35Apr 18, 2024Updated 2 years ago
- A state-of-health (SOH) estimator based on battery impedance and the unscented Kalman filter (UKF).☆10May 7, 2025Updated last year
- Battery aging modes across NMC☆13Oct 26, 2022Updated 4 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 11 months ago
- ☆14Jul 4, 2022Updated 4 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- A novel digital twin-enabled three-stage feature imputation framework for non-contact intelligent fault diagnosis☆14Jan 8, 2026Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [JAS-26] Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends☆14Jan 19, 2026Updated 9 months ago
- Perform data driven modelling of Li-ion batteries using convex optimization for parametrization of RC link models from open source testin…☆25Aug 8, 2022Updated 4 years ago
- This is the code for battery RUL early prediction☆35Nov 12, 2021Updated 4 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- This study pioneers E-LSTM and CNN-LSTM deep learning models for precise Lithium-Ion Battery State of Health (SOH) prediction. Using MIT'…☆28Oct 23, 2024Updated 2 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated 2 years ago
- Source code for Semi-supervised learning for explainable few-shot battery lifetime prediction. Details can be found in README.☆20Mar 14, 2024Updated 2 years ago