A data-driven method combining symbolic regression and compressed sensing toward accurate & interpretable models.
☆23Sep 9, 2021Updated 4 years ago
Alternatives and similar repositories for SISSORegressor_MATLAB
Users that are interested in SISSORegressor_MATLAB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python interface to the SISSO (Sure Independence Screening and Sparsifying Operator) method.☆63Apr 24, 2024Updated last year
- A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.☆354Jan 26, 2026Updated last month
- Modules for cross validation, evaluation and plot of SISSO☆16Oct 22, 2019Updated 6 years ago
- Simulation of bifacial PV☆14Nov 25, 2023Updated 2 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…☆55Jan 29, 2023Updated 3 years ago
- ☆12Jan 29, 2018Updated 8 years ago
- Headway - Selenium Maven TestNG POM Data Driven Framework☆18Jul 2, 2025Updated 8 months ago
- In order to solve the actual vehicle routing problem, an intelligent order allocation algorithm for booking trips online between cities i…☆10May 5, 2020Updated 5 years ago
- Compressed Sensing and Kalman Filter Based Channel Tracking for mmWave Massive MIMO Systems☆15Apr 24, 2024Updated last year
- quantum chemistry common driver and databases☆16Dec 6, 2022Updated 3 years ago
- Python-based plane wave density functional theory code for educational purposes☆33Mar 17, 2025Updated last year
- Things that you should (and should not) do in your Materials Informatics research.☆13Jul 18, 2024Updated last year
- A fast solid-state NMR spectrum simulation and analysis library.☆45Dec 15, 2025Updated 3 months ago
- Symbolic regression by uniform random global search☆13Jul 6, 2023Updated 2 years ago
- Script to determine the maximum achievable open circuit voltage of your solar cell from the real optical response of the device by evalua…☆18May 11, 2020Updated 5 years ago
- ☆14Apr 21, 2022Updated 3 years ago
- Accelerated design for high entropy alloys based on machine learning and multi-objective optimization☆12Dec 27, 2023Updated 2 years ago
- This project implements a battery management system (BMS) that uses a deep neural network (DNN) to predict the state of charge (SOC) of a…☆16May 8, 2023Updated 2 years ago
- Local Environment-based Atomic Features☆13Dec 19, 2024Updated last year
- A software utility for automatically finding cracks in UV Fluorescence images of solar panels.☆12Apr 27, 2020Updated 5 years ago
- A PyTorch annotated replication of the paper: https://arxiv.org/abs/2006.10637☆19Nov 20, 2020Updated 5 years ago
- Machine learning can enhance a BMS by improving SOC and SOH estimation, detecting faults, and optimizing control policies. By leveraging …☆13Feb 16, 2024Updated 2 years ago
- Fast Marginalized implementation of Spatio-Temporal Block Sparse Bayesian Learning Algorithm.☆12Apr 13, 2015Updated 10 years ago
- Bayesian Group-sparse Compressed Sensing Toolbox (FG 2015)☆44Jan 23, 2018Updated 8 years ago
- Identification of the Dominant Recombination Process for Perovskite Solar Cells Based on Machine Learning☆16Oct 27, 2020Updated 5 years ago
- optoelectronic models for tandem/multijunction solar cells☆22Mar 6, 2026Updated 2 weeks ago
- ☆10Mar 5, 2025Updated last year
- SOC prediction based on battery data.☆18Mar 11, 2021Updated 5 years ago
- Bayes for anything!☆18Oct 2, 2023Updated 2 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆15Jun 13, 2022Updated 3 years ago
- vasp calculation flow☆22Sep 24, 2023Updated 2 years ago
- Battery data analysis tools☆14Aug 1, 2024Updated last year
- Implementing WGAN by pytorch☆12Aug 29, 2018Updated 7 years ago
- The python implementation of the BSBL algorithms for block sparse signal recovery☆16Feb 17, 2022Updated 4 years ago
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆13Aug 27, 2023Updated 2 years ago
- PowerBiMIP is an open-source, efficient bilevel mixed-integer programming (BiMIP) solver, with a special focus on applications in power a…☆36Mar 17, 2026Updated last week
- Data-driven risk-conscious thermoelectric materials discovery☆17Nov 12, 2025Updated 4 months ago
- Examples of using the Atomic Simulation Environment☆39Feb 15, 2016Updated 10 years ago
- Offline data-driven evolutionary optimization using selective surrogate ensembles☆26May 17, 2018Updated 7 years ago