Donovan Chaffart - Concepedia

Author

Donovan Chaffart

University of Waterloo ORCID

Also Known As

Donovan Chaffart, Donovan R.G. Chaffart

Publications

383

Citations

H-Index

Concepts

All Affiliations

University of Waterloo Eastern Institute of Technology, Ningbo

About

Donovan Chaffart is an author at University of Waterloo specializing in engineering, multiscale modeling, and numerical simulation.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	308
2	Business	2	2	48
3	Chemical Engineering	1	1	33
4	Chemistry	1	1	128
5	Computer Engineering	1	1	20

Donovan Chaffart

Publications

366

Citations

H-Index

Page 1

	Year	Citations
Machine learning in solid heterogeneous catalysis: Recent developments, challenges and perspectives Yani Guan, Donovan Chaffart, Guihua Liu, Chemical Engineering Science Materials ScienceEngineeringMachine LearningReaction EngineeringHeterogeneous Catalysis	2021	128
Optimization and control of a thin film growth process: A hybrid first principles/artificial neural network based multiscale modelling approach Donovan Chaffart, Luis Ricardez‐Sandoval Computers & Chemical Engineering Materials ScienceEngineeringIndustrial EngineeringMechanical EngineeringNumerical Simulation	2018	82
Modelling and optimization of a pilot-scale entrained-flow gasifier using artificial neural networks Han Wang, Donovan Chaffart, Luis Ricardez‐Sandoval Energy	2019	35
Distributional uncertainty analysis and robust optimization in spatially heterogeneous multiscale process systems Donovan Chaffart, Shabnam Rasoulian, Luis Ricardez‐Sandoval AIChE Journal EngineeringReactor PhysicsUncertainty ModelingChemical EngineeringMultiscale Analysis	2016	33
Robust dynamic optimization in heterogeneous multiscale catalytic flow reactors using polynomial chaos expansion Donovan Chaffart, Luis Ricardez‐Sandoval Journal of Process Control Differential EvolutionProcess DesignEngineeringRobust Dynamic OptimizationProcess Control	2017	30
Multilevel Monte Carlo applied for uncertainty quantification in stochastic multiscale systems Grigoriy Kimaev, Donovan Chaffart, Luis Ricardez‐Sandoval AIChE Journal EngineeringMonte Carlo MethodsStochastic AnalysisMarkov Chain Monte CarloUncertainty Modeling	2020	20
Robust optimization of a multiscale heterogeneous catalytic reactor system with spatially‐varying uncertainty descriptions using polynomial chaos expansions Donovan Chaffart, Luis Ricardez‐Sandoval The Canadian Journal of Chemical Engineering Numerical AnalysisEngineeringReactor PhysicsSimulationUncertainty Modeling	2017	15
Multiscale Physics-Informed Neural Network Framework to Capture Stochastic Thin-Film Deposition Donovan Chaffart, Yue Yuan, Luis Ricardez‐Sandoval The Journal of Physical Chemistry C	2024	12
Transparency: The Missing Link to Boosting AI Transformations in Chemical Engineering Yue Yuan, Donovan Chaffart, Tao Wu, Engineering	2024	11

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