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Showing 1–8 of 8 results

Advanced filters: Author: Keyan Ding Clear advanced filters

SciToolAgent: a knowledge-graph-driven scientific agent for multitool integration

This study presents SciToolAgent, a large language model-based agent that orchestrates scientific tools via a knowledge graph, enabling automated and effective execution of scientific research workflows.

Keyan Ding
Jing Yu
Huajun Chen
Research20 Aug 2025
Nature Computational Science

Volume: 5, P: 962-972
Advancing biomolecular understanding and design following human instructions

InstructBioMol, a multimodal large language model that achieves any-to-any alignment between human instructions and biomolecules, can effectively leverage natural language to connect complex biomolecular tasks with human intentions.

Xiang Zhuang
Keyan Ding
Huajun Chen
Research21 Jul 2025
Nature Machine Intelligence

Volume: 7, P: 1154-1167
Integrating protein language models and automatic biofoundry for enhanced protein evolution

Traditional protein engineering methods are often slow and labor-intensive. Here, authors develop an automatic protein evolution platform enabled by a protein language model. Using this platform, they significantly improved the activity of a tRNA synthetase within ten days.

Qiang Zhang
Wanyi Chen
Haoran Yu
ResearchOpen Access11 Feb 2025
Nature Communications

Volume: 16, P: 1-16
Retrosynthesis prediction with an iterative string editing model

Retrosynthesis aims to identify synthesis solutions for compounds in drug discovery. Here, the authors frame it as a molecular string editing task and utilize an iterative string editing model to provide high-quality and diverse solutions.

Yuqiang Han
Xiaoyang Xu
Huajun Chen
ResearchOpen Access30 Jul 2024
Nature Communications

Volume: 15, P: 1-16
Machine learning models to predict submucosal invasion in early gastric cancer based on endoscopy features and standardized color metrics

Keyan Chen
Ye Wang
Shigang Ding
ResearchOpen Access07 May 2024
Scientific Reports

Volume: 14, P: 1-10
The relationship between the triglyceride-glucose (TyG) index and all-cause mortality in ICU patients with primary hypertension: a retrospective study

Jiacheng Ding
Jingqian Li
Maoxun Huang
ResearchOpen Access09 Apr 2025
Scientific Reports

Volume: 15, P: 1-10
DS2 designer pre-fusion F vaccine induces strong and protective antibody response against RSV infection

Yiling Yang
Ruoke Wang
Linqi Zhang
ResearchOpen Access31 Dec 2024
npj Vaccines

Volume: 9, P: 1-12
A comprehensive evaluation of COVID-19 policies and outcomes in 50 countries and territories

Hsiao-Hui Tsou
Shu-Chen Kuo
Shan-Chwen Chang
ResearchOpen Access25 May 2022
Scientific Reports

Volume: 12, P: 1-10