Sheng-Jer Chen

Sheng-Jer Chen

Ph.D. Candidate in Chemical Engineering & Project Research Assistant focusing on High-Performance Computing and Polymer Field Theory.

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

L-MAU: A multivariate time-series network for predicting the Cahn-Hilliard microstructure evolutions via low-dimensional approaches

Published in Computer Physics Communications, 2024

A multivariate time-series network approach for predicting Cahn-Hilliard microstructure evolution in low-dimensional latent space.

Recommended citation: Chen SJ, Yu HY. L-MAU: A multivariate time-series network for predicting the Cahn-Hilliard microstructure evolutions via low-dimensional approaches. Computer Physics Communications. 2024 Dec 1;305:109342.
Download Paper

Connecting Structural Characteristics and Material Properties in Phase-Separating Polymer Solutions: Phase-Field Modeling and Physics-Informed Neural Networks

Published in Polymers, 2023

Phase-field modeling and physics-informed neural networks for connecting morphology and properties in phase-separating polymer solutions.

Recommended citation: Lin LC, Chen SJ, Yu HY. Connecting structural characteristics and material properties in phase-separating polymer solutions: phase-field modeling and physics-informed neural networks. Polymers. 2023 Dec 14;15(24):4711.
Download Paper

Rigorous simulation and techno-economic evaluation on the hybrid membrane/cryogenic distillation processes for air separation

Published in Journal of the Taiwan Institute of Chemical Engineers, 2021

Process simulation and techno-economic analysis of hybrid membrane/cryogenic distillation for air separation.

Recommended citation: Chen SJ, Yu BY. Rigorous simulation and techno-economic evaluation on the hybrid membrane/cryogenic distillation processes for air separation. Journal of the Taiwan Institute of Chemical Engineers. 2021 Oct 1;127:56-68.
Download Paper