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liuganghuggingface/moldata-polyverse

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The dataset card's licence name or licence section contains wording that suggests non-commercial, research-only or academic-only use restrictions.

Declared licence: other, from the tagEvidence: README.md at 9d1a552
Licence name on the card: gtrc-general-public-use-license-agreement-noncommercial-resa, link: LICENSEEvidence: README.md at 9d1a552
Licence files: LICENSE, licence not identifiedEvidence: LICENSE at 9d1a552
Declared sources: None listed in the card metadata
Access gated on Hugging Face: Yes

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Tasks

tabular-regression

Citation text from the card

Cite the original study and data source:

- [AI-Assisted Physics-Informed Predictions of Degradation Behavior of Polymeric Anion Exchange Membranes](https://doi.org/10.1021/acs.jpcb.5c07063)
- [polyVERSE dataset citation](https://doi.org/10.5281/zenodo.13352644)
- [AI-driven design of fluorine-free polymers for sustainable and high-performance anion exchange membranes](https://doi.org/10.20517/jmi.2024.69)
- [polyBERT: a chemical language model to enable fully machine-driven ultrafast polymer informatics](https://doi.org/10.1038/s41467-023-39868-6)
- [Novel high voltage polymer insulators using computational and data-driven techniques](https://doi.org/10.1063/5.0044306)
- [Estimation of the Flory-Huggins interaction parameter of polymer-solvent mixtures using machine learning](https://doi.org/10.1557/s43579-022-00237-x)
- [An Informatics Approach for Designing Conducting Polymers](https://doi.org/10.1021/acsami.1c04017)
- [Gas permeability, solubility and diffusivity](https://doi.org/10.1016/j.xcrp.2024.102067)
- [A physics-enforced neural network to predict polymer melt viscosity](https://doi.org/10.1038/s41524-025-01532-6)
- [Accelerated Scheme to Predict Ring-Opening Polymerization Enthalpy: Simulation-Experimental Data Fusion and Multitask Machine Learning](https://doi.org/10.1021/acs.jpca.3c05870)
- [From Corpus to Innovation: Advancing Organic Solar Cell Design with Large Language Models](https://doi.org/10.1038/s41524-025-01896-9)
- [Solvent uptake and sorption in poly

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dataset_licence({ "id": "liuganghuggingface/moldata-polyverse" })
signal: "restrictive"
stated_licence: "other"
sources: 0