Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

SciReasoner is a multimodal scientific foundation model that enables interpretable structural reasoning across proteins, molecules, and crystals by discretizing structural elements…

Hugging Face · Daily Papers ·Chen Tang, Yizhou Wang · ·▲ 76 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Chen Tang, Yizhou Wang, Jianyu Wu, Lintao Wang, Shixiang Tang, Pengze Li

  • 76 upvotes da comunidade
  • Temas: multimodal scientific foundation model, structural reasoning, homology-controlled Gene Ontology prediction, single-step retrosynthesis, fragment-level disconnection, precursor-verification traces

Resumo

Resumo original (em inglês), extraído do paper:

SciReasoner is a multimodal scientific foundation model that enables interpretable structural reasoning across proteins, molecules, and crystals by discretizing structural elements into a unified vocabulary for enhanced prediction and scientific inference.

Onde ler

compartilhar: