Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

Turbulence modeling in the age of data

K Duraisamy, G Iaccarino, H Xiao - Annual review of fluid …, 2019 - annualreviews.org
Data from experiments and direct simulations of turbulence have historically been used to
calibrate simple engineering models such as those based on the Reynolds-averaged Navier …

Cascades and transitions in turbulent flows

A Alexakis, L Biferale - Physics Reports, 2018 - Elsevier
Turbulent flows are characterized by the non-linear cascades of energy and other inviscid
invariants across a huge range of scales, from where they are injected to where they are …

Quantification of model uncertainty in RANS simulations: A review

H Xiao, P Cinnella - Progress in Aerospace Sciences, 2019 - Elsevier
In computational fluid dynamics simulations of industrial flows, models based on the
Reynolds-averaged Navier–Stokes (RANS) equations are expected to play an important …

[HTML][HTML] Advanced modeling approaches for CFD simulations of coal combustion and gasification

C Hasse, P Debiagi, X Wen, K Hildebrandt… - Progress in Energy and …, 2021 - Elsevier
Coal is the most abundant fossil fuel and is widely used as an energy source for combustion
and gasification. Both experimental methods and computational tools are required for the …

Advanced biofuels and beyond: chemistry solutions for propulsion and production

W Leitner, J Klankermayer, S Pischinger… - Angewandte Chemie …, 2017 - Wiley Online Library
Sustainably produced biofuels, especially when they are derived from lignocellulosic
biomass, are being discussed intensively for future ground transportation. Traditionally …

[图书][B] Turbulence, coherent structures, dynamical systems and symmetry

P Holmes - 2012 - books.google.com
Turbulence pervades our world, from weather patterns to the air entering our lungs. This
book describes methods that reveal its structures and dynamics. Building on the existence of …

[图书][B] Combustion theory

FA Williams - 2018 - books.google.com
Combustion Theory delves deeper into the science of combustion than most other texts and
gives insight into combustions from a molecular and a continuum point of view. The book …

Dynamics and stability of lean-premixed swirl-stabilized combustion

Y Huang, V Yang - Progress in energy and combustion science, 2009 - Elsevier
Combustion instability remains a critical issue limiting the development of low-emission,
lean-premixed (LPM) gas turbine combustion systems. The present work provides a …

[图书][B] Combustion

J Warnatz, U Maas, RW Dibble, J Warnatz - 2006 - Springer
This book has evolved from a lecture series (of J. Wa.) on combustion at stuttgart University.
The lectures were intended to provide firstayear graduate students (and advanced …