Quo vadis multiscale modeling in reaction engineering?–A perspective

GD Wehinger, M Ambrosetti, R Cheula, ZB Ding… - … Research and Design, 2022 - Elsevier
This work reports the results of a perspective workshop held in summer 2021 discussing the
current status and future needs for multiscale modeling in reaction engineering. This …

OpenMKM: An Open-Source C++ Multiscale Modeling Simulator for Homogeneous and Heterogeneous Catalytic Reactions

B Medasani, S Kasiraju… - Journal of Chemical …, 2023 - ACS Publications
Microkinetic modeling is invaluable for coupling “microscale” atomistic data with
“macroscale” reactor observables. We introduce an Open-source M icro k inetic M odeling …

Coupling CFD with detailed microkinetic modeling in heterogeneous catalysis

M Maestri, A Cuoci - Chemical Engineering Science, 2013 - Elsevier
The atomic-scale understanding of a catalytic process is crucial for the rational development
of catalytic technologies. It requires the identification of the dominant reaction mechanism …

Escaping the trap of complication and complexity in multiscale microkinetic modelling of heterogeneous catalytic processes

M Maestri - Chemical Communications, 2017 - pubs.rsc.org
In this feature article, the development of methods to enable a hierarchical multiscale
approach to the microkinetic analysis of heterogeneous catalytic processes is reviewed. This …

Intensification of catalytic reactors: a synergic effort of multiscale modeling, machine learning and additive manufacturing

M Bracconi - Chemical Engineering and Processing-Process …, 2022 - Elsevier
The intensification of catalytic reactors is expected to play a crucial role to address the
challenges that the chemical industry is facing in the transition to more sustainable …

Predictive-quality surface reaction chemistry in real reactor models: integrating first-principles kinetic Monte Carlo simulations into computational fluid dynamics

S Matera, M Maestri, A Cuoci, K Reuter - Acs Catalysis, 2014 - ACS Publications
We present a numerical framework to integrate first-principles kinetic Monte Carlo (1p-kMC)
based microkinetic models into the powerful computational fluid dynamics (CFD) package …

First-principles kinetic modeling in heterogeneous catalysis: an industrial perspective on best-practice, gaps and needs

MK Sabbe, MF Reyniers, K Reuter - Catalysis Science & Technology, 2012 - pubs.rsc.org
Electronic structure calculations have emerged as a key contributor in modern
heterogeneous catalysis research, though their application in chemical reaction engineering …

Achieving theory–experiment parity for activity and selectivity in heterogeneous catalysis using microkinetic modeling

W Xie, J Xu, J Chen, H Wang, P Hu - Accounts of Chemical …, 2022 - ACS Publications
Conspectus Microkinetic modeling based on density functional theory (DFT) energies plays
an essential role in heterogeneous catalysis because it reveals the fundamental chemistry …

Recent developments on multiscale, hierarchical modeling of chemical reactors

S Raimondeau, DG Vlachos - Chemical Engineering Journal, 2002 - Elsevier
A multiscale, hierarchical computational framework is presented for modeling homogeneous–
heterogeneous reactors, which exhibit a large disparity in length and time scales. Scales …

Towards operando computational modeling in heterogeneous catalysis

L Grajciar, CJ Heard, AA Bondarenko… - Chemical Society …, 2018 - pubs.rsc.org
An increased synergy between experimental and theoretical investigations in
heterogeneous catalysis has become apparent during the last decade. Experimental work …