Work

Simultaneous optimization of reactor design and operating conditions using geometry-aware physics-informed neural network

Year: 2025

Type: article

Source: Chemical Engineering Journal

DOI: 10.1016/j.cej.2025.171870

Authors: Sunkyu Shin, Yubin Ryu, Won Bo Lee, Jonggeol Na

Institutions: Seoul National University, Massachusetts Institute of Technology, Ewha Womans University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: Korea Basic Science Institute, National Research Foundation of Korea, Ministry of Science and ICT, South Korea

Awards: G4597247972, G5222318826, G6680211506

OpenAlex ID: W4417290604

FWCI: 0.572

Cites: 46

Cited by: 2

Related to: 10