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q-bio.QM2024★ 1 cited
SFM-Protein: Integrative Co-evolutionary Pre-training for Advanced Protein Sequence Representation
Liang He, Peiran Jin, Yaosen Min +7
Proteins, essential to biological systems, perform functions intricately linked to their three-dimensional structures. Understanding the relationship between protein structures and…
cs.LG2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
Yuxuan Ren, Dihan Zheng, Chang Liu +7
In recent years, machine learning has demonstrated impressive capability in handling molecular science tasks. To support various molecular properties at scale, machine learning mod…