A scalable and quantum-accurate foundation model for biomolecular force fields via linearly tensorized quadrangle attention

Abstract Accurate atomistic biomolecular simulations are vital for understanding disease mechanisms and drug discovery, yet existing methods struggle to balance quantum-mechanical accuracy with computational scalability. Classical force fields often lack precision, while quantum methods are computat...

Whakaahuatanga katoa

Ngā taipitopito rārangi puna kōrero

Ngā kaituhi matua:	Qun Su, Kai Zhu, Qiaolin Gou, Jintu Zhang, Renling Hu, Yurong Li, Yongze Wang, Hui Zhang, Ziyi You, Linlong Jiang, Yu Kang, Jike Wang, Chang-Yu Hsieh, Tingjun Hou
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2026-03-01
Rangatū:	Nature Communications
Urunga tuihono:	https://doi.org/10.1038/s41467-026-70377-4
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!