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References from Combining machine learning with 3D-CFD modeling for optimizing a DISI engine performance during cold-start. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2012 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
External reference
Analysis of NOx emissions during crank-start and cold fast-idle in a GDI engine
10.4271/2017-01-0796 · 2017 · External reference
Cycle-by-cycle analysis of cold crank-start in a GDI engine
10.4271/2016-01-0824 · 2016 · External reference
Modeling the cold start of the Ford 3.5L V6 ecoboost engine
10.4271/2009-01-1493 · 2009 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2007 · External reference
A detailed chemistry multi-cycle simulation of a gasoline fueled HCCI engine operated with NVO
10.4271/2009-01-0130 · 2009 · External reference
Using machine learning to analyze factors determining cycle-to-cycle variation in a spark-ignited gasoline engine
10.1115/1.4040062 · 2018 · External reference
A machine learning-genetic algorithm (ML-GA) approach for rapid optimization using high-performance computing
10.4271/2018-01-0190 · 2018 · External reference
Exploring the potential of machine learning in reducing the computational time/expense and improving the reliability of engine optimization studies
10.1177/1468087418808949 · 2020 · External reference
Combustion system optimization of a light-duty GCI engine using CFD and machine learning
10.4271/2020-01-1313 · 2020 · External reference
Engine combustion system optimization using CFD and machine learning: a methodological approach
2019 · External reference
A novel active optimization approach for rapid and efficient design space exploration using ensemble machine learning
10.1115/1.4049178 · 2021 · External reference
Computational optimization of a diesel engine calibration using a novel SVM-PSO method
10.4271/2019-01-0542 · 2019 · External reference
A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design
10.1016/j.apenergy.2021.116455 · 2021 · External reference
Evaluating optimization strategies for engine simulations using machine learning emulators
10.1115/1.4043964 · 2019 · External reference
Application of improved artificial bee colony algorithm to the parameter optimization of a diesel engine with pilot fuel injections
10.1115/1.4036766 · 2017 · External reference
Unresolved reference
2013 · External reference
A comparison of gaussian process regression, random forests and support vector regression for burn severity assessment in diseased forests
10.1080/2150704x.2014.963733 · 2014 · External reference
Gaussian process regression for estimating chlorophyll concentration in subsurface waters from remote sensing data
10.1109/lgrs.2009.2039191 · 2010 · External reference
Learning a gaussian process prior for automatically generating music playlists
2002 · External reference
Gaussian process regression in vital-sign early warning systems
2012 · External reference
Multi-task gaussian process models for biomedical applications
2014 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
2010 · External reference
Turbulence modeling of internal combustion engines using rng κ-ε models
10.1080/00102209508907782 · 1995 · External reference
Improving computational fluid dynamics modeling of direct injection spark ignition cold-start
2020 · External reference
Unresolved reference
1984 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
External reference
Surrogate model development for fuels for advanced combustion engines
10.1021/ef101719a · 2011 · External reference
The turbulent burning velocity for large-scale and small-scale turbulence
10.1017/s0022112098004212 · 1999 · External reference
Unresolved reference
2000 · External reference
Flame stretch rate as a determinant of turbulent burning velocity
10.1098/rsta.1992.0012 · 1992 · External reference
Development of an ignition and combustion model for spark-ignition engines
2000 · External reference
Unresolved reference
2012 · External reference
