Scale-up of complex molecular reaction system by hybrid mechanistic modeling and deep transfer learning

Z Zhengyu Chen Y Yongqing Xie C Chunming Xu (State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Chang Ping, Beijing 102249, China) L Linzhou Zhang

Article Details

Volume / Issue Vol. 16, Issue 1
Published October 07, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (4)

Z

Zhengyu Chen

Y

Yongqing Xie

C

Chunming Xu

State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Chang Ping, Beijing 102249, China

L

Linzhou Zhang