TransPolymer: a Transformer-based language model for polymer property predictions

3 September 2022

Papers citing "TransPolymer: a Transformer-based language model for polymer property predictions"

10 / 10 papers shown

Title
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 40 0 0 06 May 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 41 0 0 29 Mar 2025
High-entropy Advantage in Neural Networks' Generalizability Entao Yang X. Zhang Yue Shang Ge Zhang AI4CE 53 0 0 17 Mar 2025
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models Alexius Wadell Anoushka Bhutani Venkatasubramanian Viswanathan 28 0 0 19 Sep 2024
AlloyBERT: Alloy Property Prediction with Large Language Models Akshat Chaudhari Chakradhar Guntuboina Hongshuo Huang A. Farimani 21 4 0 28 Mar 2024
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction Hongshuo Huang Rishikesh Magar Chang Xu A. Farimani AI4CE 22 4 0 30 Aug 2023
Bayesian Optimization of Catalysts With In-context Learning M. C. Ramos Shane S. Michtavy Marc D. Porosoff Andrew D. White BDL 21 30 0 11 Apr 2023
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Zhonglin Cao Rishikesh Magar Yuyang Wang A. Farimani AI4CE 18 86 0 25 Oct 2022
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics Christopher Kuenneth R. Ramprasad 26 99 0 29 Sep 2022
Keeping it Simple: Language Models can learn Complex Molecular Distributions Daniel Flam-Shepherd Kevin Zhu A. Aspuru‐Guzik 122 142 0 06 Dec 2021