Multi-layer perceptron model for photo-voltaic material properties prediction.
☆26Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for Machine-learning-for-photovoltaic-material-property-prediction
Users that are interested in Machine-learning-for-photovoltaic-material-property-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Matrix factorization and deep learning for molecular property prediction☆13Apr 4, 2019Updated 7 years ago
- This repo contains data files and code used for tutorial MD00 at the MRS spring meeting 2023.☆13Mar 11, 2025Updated last year
- Visual Molecular Dynamics in Docker Container☆12Jan 1, 2015Updated 11 years ago
- 用机器学习的方法预测二维材料的物理性质☆12Nov 9, 2021Updated 4 years ago
- Materials representation plays a key role in machine learning based prediction of materials properties and new materials discovery. Curre…☆12Jan 15, 2021Updated 5 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.
- ☆15Apr 8, 2023Updated 3 years ago
- ☆11Aug 3, 2023Updated 3 years ago
- Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing…☆18Aug 20, 2022Updated 4 years ago
- Strategies for the Construction of Neural-Network Based Machine-Learning Potentials (MLPs)☆29May 1, 2021Updated 5 years ago
- Predictors for Blood-Brain Barrier Permeability with resampling strategies based on B3DB database.☆13Aug 12, 2025Updated last year
- Querying databases, Organizing and Plotting Data: Query Pymatgen for properties like Young's modulus and melting temperature Organize dat…☆17Aug 18, 2021Updated 5 years ago
- Code and analyses related to the ExaLearn drug design efforts☆11Sep 30, 2020Updated 5 years ago
- An integrated web-based platform for molecular descriptor and fingerprint computation☆13Nov 9, 2016Updated 9 years ago
- Applying Machine Learning methodologies in search of novel MOF's and battery materials.☆14May 31, 2023Updated 3 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.
- Solver for the Semiconductor Bloch Equations describing optical response of a semiconductor nano-structure on an optical excitation.☆20Jun 12, 2025Updated last year
- This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction☆20Aug 15, 2020Updated 6 years ago
- Predict materials properties using only the composition information!☆133Apr 23, 2023Updated 3 years ago
- Python tools for VMD☆10Jun 3, 2018Updated 8 years ago
- Generative models of chemical data for PaccMann^RL☆13Jun 2, 2023Updated 3 years ago
- Tools to calculate descriptors from molecular dynamics and it's application to predict drug resistance.☆15Feb 20, 2023Updated 3 years ago
- fork from reverse snowflake joins (https://sourceforge.net/projects/revj/)☆17Jun 13, 2021Updated 5 years ago
- ☆13Dec 29, 2020Updated 5 years ago
- ☆13Sep 11, 2018Updated 8 years 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.
- 基于无人机的光伏面板故障检测☆20Jul 23, 2019Updated 7 years ago
- Improved Scaffold Hopping in Ligand-based Virtual Screening Using Neural Representation Learning☆21Mar 9, 2021Updated 5 years ago
- SolarFinder: Automatic Detection of Solar Photovoltaic Arrays.☆16Jul 6, 2023Updated 3 years ago
- ☆15Aug 13, 2023Updated 3 years ago
- Structure-based out-of-distribution (OOD) material property prediction: a benchmark study☆14May 17, 2025Updated last year
- Universal Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structures☆34Dec 19, 2024Updated last year
- An implementation of the Multilayer Perceptron for breast cancer detection using the Wisconsin diagnostic dataset.☆11Feb 1, 2024Updated 2 years ago
- Things that you should (and should not) do in your Materials Informatics research.☆206Nov 17, 2023Updated 2 years ago
- Variable Length Genetic Algorithm for hyperparameter optimization of a CNN☆15Nov 3, 2020Updated 5 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.
- Application of K-means clustering. Prediction of customer churn using Multi-layer Perceptron ANN, Logistic Regression, SVM-RBF and Random…☆15Dec 20, 2025Updated 9 months ago
- Code to help you get started using machine learning in materials science☆20Apr 5, 2019Updated 7 years ago
- Monthly-Electricity-forecast use GPR-RFr 某区域月电量预测,采用高斯过程回归、随机森林回归预测日电量,通过日电量累加的方式来获得月电量的预测☆19Jan 13, 2019Updated 7 years ago
- ☆10Jun 25, 2021Updated 5 years ago
- CartNet repository to predict properties from crystal structures☆16Sep 23, 2025Updated last year
- A collection of tools for building, rendering, and converting Latex documents☆25Feb 26, 2023Updated 3 years ago
- ☆20Jul 1, 2023Updated 3 years ago