Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties
☆14Sep 4, 2025Updated 8 months ago
Alternatives and similar repositories for TrinityLLM
Users that are interested in TrinityLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- ☆13Apr 15, 2024Updated 2 years ago
- Message Passing Neural Networks for Molecule Property Prediction☆50Oct 12, 2022Updated 3 years ago
- Tool for the canonicalization of Polymer SMILES (P🙂) strings☆32Sep 3, 2024Updated last year
- Code for Explainable Synthesizability Prediction of Inorganic Crystal Polymorphs using Large Language Models☆12Feb 19, 2025Updated last year
- 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.
- The repository for the generative pretrained model on polymer generation☆18Mar 20, 2026Updated 2 months ago
- AI-Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers: https://doi.org/10.1002/advs.202411385☆12Oct 18, 2025Updated 7 months ago
- ☆12Dec 2, 2022Updated 3 years ago
- Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch☆90Nov 17, 2023Updated 2 years ago
- Polymer property prediction with GNNs and deep set learning.☆31May 31, 2023Updated 2 years ago
- Variational Autoencoder (VAE)-based molecular SMILES string generator☆15Apr 23, 2025Updated last year
- rule-based virtual polymer library generator☆52Dec 23, 2025Updated 4 months ago
- ☆28May 14, 2025Updated last year
- Code for DBellQuant☆34Jan 30, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆21Feb 16, 2024Updated 2 years ago
- ☆47Jul 6, 2023Updated 2 years ago
- A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeabili…☆41Jun 1, 2025Updated 11 months ago
- Unified machine learning model for predicting polymer properties through human language instructions☆31May 6, 2025Updated last year
- Molecular generation using diffusion models and autoregressive transformer models☆21Jan 7, 2026Updated 4 months ago
- Artificial neural networks for modeling lignin pyrolysis☆14Apr 25, 2017Updated 9 years ago
- Attention mechanism-based neural operator models to solve both forward and inverse problems.☆16May 30, 2025Updated 11 months ago
- A Python library for constructing polymer topologies and coordinates☆22Sep 23, 2025Updated 7 months ago
- Shared repo for trajectory analysis and infrastructure development☆24Feb 21, 2024Updated 2 years 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.
- Code for extrapolation in materials property prediction as proposed in "Known Unknowns: Out-of-Distribution Property Prediction in Materi…☆34Jan 16, 2026Updated 4 months ago
- Code for NeurIPS 2023 paper "DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation".☆63Jul 22, 2024Updated last year
- Supplementary Data for "A graph representation of molecular ensembles for polymer property prediction"☆24Oct 12, 2022Updated 3 years ago
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆28Sep 20, 2022Updated 3 years ago
- Compressed Graph Representation for Scalable Molecular Graph Generation☆11Sep 24, 2020Updated 5 years ago
- Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model☆32Jun 24, 2025Updated 10 months ago
- Deep Generative Models: Diffusion Models for Molecule Generation☆10Jun 17, 2024Updated last year
- ☆26Sep 3, 2024Updated last year
- The Block Copolymer Phase Behavior Database (BCDB)☆20Mar 1, 2024Updated 2 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.
- Augmenting Polymer Datasets via Iterative Rearrangement☆13Jun 30, 2023Updated 2 years ago
- ☆29Aug 25, 2023Updated 2 years ago
- PyNucleus is a finite element code that specifically targets nonlocal operators.☆14Feb 11, 2026Updated 3 months ago
- Working collection of papers, repos and models of transformer based language models trained or tuned for the Chemical domain, from natura…☆73Jun 18, 2023Updated 2 years ago
- Simple notebooks to learn diffusion models on toy datasets☆17Feb 9, 2023Updated 3 years ago
- ☆12May 13, 2022Updated 4 years ago
- The code for "Graph Diffusion Transformer for Multi-Conditional Molecular Generation"☆112Jun 3, 2025Updated 11 months ago