MolFCL: predicting molecular properties through chemistry-guided contrastive and prompt learning

Authors

Qichang Zhao (ORCID: https://orcid.org/0000-0002-8319-9793)
Guihua Duan (ORCID: https://orcid.org/0000-0002-9406-6443)
Xiang Tang (ORCID: https://orcid.org/0000-0002-7661-1823)
Jianxin Wang (ORCID: https://orcid.org/0000-0003-1516-0480)

Institutions

Central South University (CN)

Publication Details

Journal: Bioinformatics
Published: 2025-02-01
DOI: https://doi.org/10.1093/bioinformatics/btaf061
Citations: 4
Primary Topic: Machine Learning in Materials Science
Type: article
Field-Weighted Citation Impact: 2.07

Funders

National Natural Science Foundation of China
Central South University

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

MolFCL: predicting molecular properties through chemistry-guided contrastive and prompt learning

Qichang Zhao, Guihua Duan, Xiang Tang, Jianxin Wang

Feb 1, 2025

4 citations

Bioinformatics

Machine Learning in Materials Science

2.07

article

MolFCL: predicting molecular properties through chemistry-guided contrastive and prompt learning

Qichang Zhao, Guihua Duan, Xiang Tang, Jianxin Wang

February 1, 2025article en

4 citations

Abstract

No abstract available for this paper.

BioinformaticsVol. 41(2)

Central South University (CN)

National Natural Science Foundation of China, Central South University

Quality Education

Openalex Percentile: Top 15%

Machine Learning in Materials Science

2.07

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

MolFCL: predicting molecular properties through chemistry-guided contrastive and prompt learning — Qichang Zhao, Guihua Duan, et al. · Bioinformatics (2025) | TGRS Research Map | TGRS