Concepedia

Donovan Chaffart

DC

9

Publications

366

Citations

9

H-Index

2016

Active since

Affiliations

University of Waterloo(Current)

Eastern Institute of Technology, Ningbo

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

Top concepts

EngineeringMultiscale ModelingProcess ControlNumerical SimulationSystems EngineeringUncertainty ModelingUncertainty QuantificationBusinessProcess DesignReactor Safety

Publications per year

2016–2024

9

Publications

9

Machine learning in solid heterogeneous catalysis: Recent developments, challenges and perspectives

Yani Guan, Donovan Chaffart, Guihua Liu et al. · Chemical Engineering Science · 2021 · 128 citations

Materials Science, Engineering, Machine Learning +9

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 · 2018 · 82 citations · Full text

Materials Science, Engineering, Industrial Engineering +10

Modelling and optimization of a pilot-scale entrained-flow gasifier using artificial neural networks

Han Wang, Donovan Chaffart, Luis Ricardez‐Sandoval · Energy · 2019 · 35 citations · Full text

Distributional uncertainty analysis and robust optimization in spatially heterogeneous multiscale process systems

Donovan Chaffart, Shabnam Rasoulian, Luis Ricardez‐Sandoval · AIChE Journal · 2016 · 33 citations

Engineering, Reactor Physics, Uncertainty Modeling +23

Robust dynamic optimization in heterogeneous multiscale catalytic flow reactors using polynomial chaos expansion

Donovan Chaffart, Luis Ricardez‐Sandoval · Journal of Process Control · 2017 · 30 citations

Differential Evolution, Process Design, Engineering +8

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