Work

Multiphysics generalization in a polymerization reactor using physics-informed neural networks

Year: 2024

Type: article

Source: Chemical Engineering Science

DOI: 10.1016/j.ces.2024.120385

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

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

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funders: Ministry of Science, ICT and Future Planning, National Research Foundation of Korea

Awards: G5372193670, G5786478806, G7778788210

OpenAlex ID: W4399697080

FWCI: 2.883

Cites: 51

Cited by: 25

Related to: 10