Adaptable graph region for optimizing performance in dynamic system long-term forecasting via time-aware expert

X Xuan Peng Z Zefeng Liu P Peng Zhang Y Yufei Chen (Institute for Molecular Bioscience, Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science) Z Zhanjun Shao H Han Zhao X Xiaonan Xie L Lizhong Jiang Z Zhuo Huang (State Key Laboratory of Physical Chemistry of Solid Surfaces, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), National Engineering Laboratory for Green Chemical Productions of Alcohols, Ethers and Esters, College of Chemistry and Chemical Engineering) Z Zhouzhou Pan J Jianwei Yan B Binbin Yin P Ping Xiang

Article Details

Volume / Issue Vol. 16, Issue 1
Published November 20, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (13)

X

Xuan Peng

Z

Zefeng Liu

P

Peng Zhang

Y

Yufei Chen

Institute for Molecular Bioscience, Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science

Z

Zhanjun Shao

H

Han Zhao

X

Xiaonan Xie

L

Lizhong Jiang

Z

Zhuo Huang

State Key Laboratory of Physical Chemistry of Solid Surfaces, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), National Engineering Laboratory for Green Chemical Productions of Alcohols, Ethers and Esters, College of Chemistry and Chemical Engineering

Z

Zhouzhou Pan

J

Jianwei Yan

B

Binbin Yin

P

Ping Xiang