Unified machine learning model for predicting polymer properties through human language instructions
☆34May 6, 2025Updated last year
Alternatives and similar repositories for Unified_ML4Polymers
Users that are interested in Unified_ML4Polymers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The repository for the generative pretrained model on polymer generation☆22Mar 20, 2026Updated 4 months ago
- Polymer property prediction with GNNs and deep set learning.☆34May 31, 2023Updated 3 years ago
- polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.☆41Jul 2, 2026Updated last month
- A benchmark dataset for polymer informatics.☆103May 31, 2021Updated 5 years ago
- ☆22Feb 16, 2024Updated 2 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.
- ☆26Feb 13, 2025Updated last year
- POINT2 Database -- POlymer INformatics Training and Testing Database based on PI1M☆30Mar 10, 2026Updated 5 months ago
- Reinforcement Learning-Guided Polymer Gen- eration for Multi-Objective Gas Membrane Discovery☆16Jun 5, 2026Updated 2 months ago
- Automated BigSMILES conversion workflow and dataset for homopolymeric macromolecules☆20Jun 9, 2024Updated 2 years ago
- Tool for the canonicalization of Polymer SMILES (P🙂) strings☆36Sep 3, 2024Updated last year
- Building MD simulations for polymer electrolyte system☆14Oct 6, 2025Updated 10 months ago
- A Python library for constructing polymer topologies and coordinates☆22Sep 23, 2025Updated 10 months ago
- PolyMetriX is a comprehensive Python library that powers the entire machine learning workflow for polymer informatics.☆48Jul 15, 2026Updated 3 weeks ago
- Framework to evaluate UMLFFs on experimental data☆15Jul 25, 2026Updated 2 weeks 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.
- A Python library for prediction of polymeric material properties.☆24May 6, 2022Updated 4 years ago
- Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties☆14Sep 4, 2025Updated 11 months ago
- ☆12Mar 31, 2023Updated 3 years ago
- ☆30May 14, 2025Updated last year
- Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch☆94Nov 17, 2023Updated 2 years ago
- Deep Generative Models: Diffusion Models for Molecule Generation☆10Jun 17, 2024Updated 2 years ago
- rule-based virtual polymer library generator☆54Dec 23, 2025Updated 7 months ago
- ☆37Jul 18, 2025Updated last year
- Official repository for CrystalX, a geometric deep learning system for routine single-crystal structure analysis.☆27Apr 25, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model☆33Jun 24, 2025Updated last year
- GraphVAMPnets combines graph neural networks with variational approach for Markovian process (VAMP) theory to identify the slow collectiv…☆13Feb 20, 2024Updated 2 years ago
- Code for Explainable Synthesizability Prediction of Inorganic Crystal Polymorphs using Large Language Models☆13Feb 19, 2025Updated last year
- ☆13Apr 15, 2024Updated 2 years ago
- Llamole: Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning☆43Oct 10, 2024Updated last year
- Repository for predicting conductivities through Arrhenius parameters for polymer electrolytes.☆27Jul 29, 2024Updated 2 years ago
- RadonPy is a Python library to automate physical property calculations for polymer informatics.☆273Aug 7, 2026Updated last week
- ☆17Jan 15, 2025Updated last year
- ☆25Sep 3, 2024Updated last year
- 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.
- This is the repository of the EnviroDetaNet☆14Sep 3, 2024Updated last year
- Large Language Models in Molecular Embeddings☆12May 1, 2024Updated 2 years ago
- A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeabili…☆43Jun 1, 2025Updated last year
- Message Passing Neural Networks for Molecule Property Prediction☆51Oct 12, 2022Updated 3 years ago
- A platform for setting up high throughput polymer electrolyte MD simulations.☆22May 9, 2026Updated 3 months ago
- AI-Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers: https://doi.org/10.1002/advs.202411385☆13Oct 18, 2025Updated 9 months ago
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆39Aug 20, 2025Updated 11 months ago