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"

23 / 23 papers shown

Title
Multi-modal cascade feature transfer for polymer property prediction Kiichi Obuchi Yuta Yahagi Kiyohiko Toyama Shukichi Tanaka Kota Matsui 47 0 0 06 May 2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models Fanmeng Wang Wentao Guo Qi Ou Hongshuai Wang Haitao Lin Hongteng Xu Zhifeng Gao AI4CE 30 1 0 11 Apr 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 44 0 0 29 Mar 2025
Uni-3DAR: Unified 3D Generation and Understanding via Autoregression on Compressed Spatial Tokens Shuqi Lu Haowei Lin Lin Yao Zhifeng Gao Xiaohong Ji W. Elwasif Linfeng Zhang Guolin Ke 48 0 0 20 Mar 2025
High-entropy Advantage in Neural Networks' Generalizability Entao Yang X. Zhang Yue Shang Ge Zhang AI4CE 63 0 0 17 Mar 2025
Molecular topological deep learning for polymer property prediction Cong Shen Yipeng Zhang Fei Han Kelin Xia AI4CE 33 0 0 07 Oct 2024
Reinforcement Feature Transformation for Polymer Property Performance Prediction Xuanming Hu Dongjie Wang Wangyang Ying Yanjie Fu 32 6 0 23 Sep 2024
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models Alexius Wadell Anoushka Bhutani Venkatasubramanian Viswanathan 127 0 0 19 Sep 2024
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design Nathaniel H. Park Tiffany J. Callahan James L. Hedrick Tim Erdmann Sara Capponi AI4CE 33 1 0 21 Aug 2024
PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations Jiajun Zhou Yijie Yang Austin M. Mroz Kim E. Jelfs SSL 25 1 0 14 Aug 2024
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction Jun-Hyung Park Yeachan Kim Mingyu Lee Hyuntae Park SangKeun Lee 35 0 0 09 Jul 2024
Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties Ning Liu S. Jafarzadeh B. Lattimer Shuna Ni Jim Lua Yue Yu AI4CE 45 1 0 03 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 27 0 16 Jun 2024
AlloyBERT: Alloy Property Prediction with Large Language Models Akshat Chaudhari Chakradhar Guntuboina Hongshuo Huang A. Farimani 34 4 0 28 Mar 2024
Transferring a molecular foundation model for polymer property predictions Pei Zhang Logan T. Kearney D. Bhowmik Zachary R. Fox Amit K. Naskar John P. Gounley AI4CE 28 7 0 25 Oct 2023
GPT-MolBERTa: GPT Molecular Features Language Model for molecular property prediction Suryanarayanan Balaji Rishikesh Magar Yayati Jadhav and Amir Barati Farimani 13 13 0 20 Sep 2023
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction Hongshuo Huang Rishikesh Magar Chang Xu A. Farimani AI4CE 35 4 0 30 Aug 2023
Bayesian Optimization of Catalysis With In-Context Learning M. C. Ramos Shane S. Michtavy Marc D. Porosoff Andrew D. White BDL 44 30 0 11 Apr 2023
Bidirectional Generation of Structure and Properties Through a Single Molecular Foundation Model Jinho Chang Jong Chul Ye AI4CE 22 29 0 19 Nov 2022
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Zhonglin Cao Rishikesh Magar Yuyang Wang A. Farimani AI4CE 23 88 0 25 Oct 2022
Predicting CO $_2$ Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks Yue-Cheng Jian Yuyang Wang A. Farimani 24 4 0 29 Sep 2022
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics Christopher Kuenneth R. Ramprasad 26 101 0 29 Sep 2022
Keeping it Simple: Language Models can learn Complex Molecular Distributions Daniel Flam-Shepherd Kevin Zhu A. Aspuru‐Guzik 131 142 0 06 Dec 2021