AUTHOR=Feng Liu , Liu Yang , Shi Benyun , Liu Jiming TITLE=Toward a physics-guided machine learning approach for predicting chaotic systems dynamics JOURNAL=Frontiers in Big Data VOLUME=7 YEAR=2025 URL=https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1506443 DOI=10.3389/fdata.2024.1506443 ISSN=2624-909X