General and unique issues at multiple scales for supercritical carbon dioxide power system: A review on recent advances

YH Fan, GH Tang, XL Li, DL Yang - Energy Conversion and Management, 2022 - Elsevier
Under the background of carbon reduction, the development of efficient power conversion
system has drawn more important attention. The advantages of high efficiency and …

Applications of machine learning in supercritical fluids research

L Roach, GM Rignanese, A Erriguible… - The Journal of …, 2023 - Elsevier
Machine learning has seen increasing implementation as a predictive tool in the chemical
and physical sciences in recent years. It offers a route to accelerate the process of scientific …

Visualization of supercritical water pseudo-boiling at Widom line crossover

F Maxim, C Contescu, P Boillat, B Niceno… - Nature …, 2019 - nature.com
Supercritical water is a green solvent used in many technological applications including
materials synthesis, nuclear engineering, bioenergy, or waste treatment and it occurs in …

S–CO2 cooling heat transfer mechanism based on pseudo-condensation and turbulent field analysis

YH Fan, GH Tang, Q Sheng, XL Li, DL Yang - Energy, 2023 - Elsevier
Abstract The supercritical-CO 2 (S–CO 2) cooler is one of the main components in S–CO 2
power system. This work aims at revealing the cooling mechanism of S–CO 2 under wide …

Phase distribution including a bubblelike region in supercritical fluid

J Xu, Y Wang, X Ma - Physical Review E, 2021 - APS
Pseudoboiling in supercritical fluid (SF) has been paid great attention in recent years.
Available works mainly focus on thermodynamics analysis. Fewer studies were reported on …

Numerical study of convective heat transfer to supercritical CO2 in vertical heated tubes

C Yan, J Xu, S Wang, G Liu - … Communications in Heat and Mass Transfer, 2022 - Elsevier
Supercritical heat transfer is important to design and operate advanced power generation
system. Non-uniform heating is frequently encountered such as for sCO 2 boiler and solar …

Distinguishing evaporation-like and boiling-like modes of pseudo-boiling in supercritical pressures

X He, J Xu, X Yu, J **e - International Journal of Heat and Mass Transfer, 2023 - Elsevier
In this study, we identify whether evaporation-like (EL) mode and boiling-like (BL) mode
occur under supercritical pressures by investigating the heat transfer of platinum (Pt) and …

Deep neural network learning of complex binary sorption equilibria from molecular simulation data

Y Sun, RF DeJaco, JI Siepmann - Chemical science, 2019 - pubs.rsc.org
We employed deep neural networks (NNs) as an efficient and intelligent surrogate of
molecular simulations for complex sorption equilibria using probabilistic modeling …

A critical review on heat transfer of supercritical fluids

Q Wang, J Xu, C Zhang, B Hao… - Heat Transfer …, 2023 - Taylor & Francis
Supercritical fluids have been widely used in a variety of applications, in which heat transfer
under supercritical pressure is of great importance. This paper presents a critical review on …

Recognition of supercritical CO2 liquid-like and gas-like molecules based on deep neural network

Y Du, G Liao, F Zhang, E Jiaqiang, J Chen - The Journal of Supercritical …, 2024 - Elsevier
So far, it is still controversial about how to divide the liquid-like and gas-like states boundary
and Widom delta, since the deviation of boundaries determined by different thermodynamic …