A review on computer model calibration

CL Sung, R Tuo - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Abstract Model calibration is crucial for optimizing the performance of complex computer
models across various disciplines. In the era of Industry 4.0, symbolizing rapid technological …

Modeling of thermophysical properties and vapor-liquid equilibrium using Gaussian process regression

M Zhou, C Ni, CL Sung, S Ding, X Wang - International Journal of Heat and …, 2024 - Elsevier
Thermophysical properties are essential in the numerical simulation of fluid flows and
combustion in propulsion and power-generation systems. Existing property evaluation tools …

Toward a Real-Fluid Modeling Framework for Sustainable Aviation Fuels

J Poblador-Ibanez, L Nocivelli - Fuel Communications, 2024 - Elsevier
A multi-agency effort is underway to decarbonize the aviation industry by 2050 and replace
current fossil fuels such as Jet A. Carbon-free hydrogen-based technologies are a long-term …

[PDF][PDF] 跨/超临界流体大涡模拟状态方程亚格子模型综述

周明烁, 丁思宇, 王兴建 - 清华大学学报(自然科学版), 2023 - researchgate.net
随着高效率, 大推力燃烧技术的发展, 跨/超临界流体流动在先进动力装置中越发常见.
研究跨/超临界流体流动与燃烧具有重要的应用价值. 由于真实工况下实验测量成本高, 风险大 …

Predictive data-driven models of thermophysical properties using Gaussian process regression

M Zhou, C Ni, X Wang - AIAA SCITECH 2024 Forum, 2024 - arc.aiaa.org
Numerical simulations of fluid flows and combustion in advanced propulsion and power-
generation systems heavily rely on precise thermophysical property evaluation schemes …

[PDF][PDF] Predictive performance of thermophysical properties of supercritical carbon dioxide using Gaussian process regression and deep learning

M Zhou, C Ni, X Wang - 2023 - gpps.global
Carbon dioxide has important usage in many engineering applications, such as
regenerative cooling in scramjets and supercritical power cycles, and thermophysical …