Microkinetic modeling: a tool for rational catalyst design

AH Motagamwala, JA Dumesic - Chemical Reviews, 2020 - ACS Publications
The design of heterogeneous catalysts relies on understanding the fundamental surface
kinetics that controls catalyst performance, and microkinetic modeling is a tool that can help …

To address surface reaction network complexity using scaling relations machine learning and DFT calculations

ZW Ulissi, AJ Medford, T Bligaard… - Nature communications, 2017 - nature.com
Surface reaction networks involving hydrocarbons exhibit enormous complexity with
thousands of species and reactions for all but the very simplest of chemistries. We present a …

Extracting knowledge from data through catalysis informatics

AJ Medford, MR Kunz, SM Ewing, T Borders… - Acs …, 2018 - ACS Publications
Catalysis informatics is a distinct subfield that lies at the intersection of cheminformatics and
materials informatics but with distinctive challenges arising from the dynamic, surface …

Modeling for (physical) biologists: an introduction to the rule-based approach

LA Chylek, LA Harris, JR Faeder… - Physical biology, 2015 - iopscience.iop.org
Abstract Models that capture the chemical kinetics of cellular regulatory networks can be
specified in terms of rules for biomolecular interactions. A rule defines a generalized …

Model-based design of tailor-made biofuels

M Dahmen, W Marquardt - Energy & Fuels, 2016 - ACS Publications
Oxygenates derived through the selective catalytic refunctionalization of carbohydrates of
lignocellulosic biomass can be tailored to exhibit desired physicochemical fuel properties …

Computer-generated kinetics for coupled heterogeneous/homogeneous systems: A case study in catalytic combustion of methane on platinum

K Blondal, J Jelic, E Mazeau, F Studt… - Industrial & …, 2019 - ACS Publications
The automatic microkinetic mechanism generator for heterogeneous catalysis, RMG-Cat,
has been extensively updated. Density functional theory calculations were performed for 69 …

[HTML][HTML] A review of automated and data-driven approaches for pathway determination and reaction monitoring in complex chemical systems

A Puliyanda, K Srinivasan, K Sivaramakrishnan… - Digital Chemical …, 2022 - Elsevier
In this work, we review the state of the art on approaches for the determination of reaction
networks and the real-time monitoring of reactions in complex chemical systems consisting …

Uncovering novel liquid organic hydrogen carriers: a systematic exploration of chemical compound space using cheminformatics and quantum chemical methods

H Harb, SN Elliott, L Ward, IT Foster, SJ Klippenstein… - Digital …, 2023 - pubs.rsc.org
We present a comprehensive, in silico-based discovery approach to identifying novel liquid
organic hydrogen carrier (LOHC) candidates using cheminformatics methods and quantum …

A computational workflow to discover novel liquid organic hydrogen carriers and their dehydrogenation routes

K Paragian, B Li, M Massino… - Molecular Systems Design …, 2020 - pubs.rsc.org
Two-way liquid organic hydrogen carriers (LOHC)–organic molecules that store hydrogen
as reversible chemical bonds–is an emerging concept for on-demand storage and …

Process systems engineering issues and applications towards reducing carbon dioxide emissions through conversion technologies

K Roh, R Frauzem, R Gani, JH Lee - Chemical Engineering Research and …, 2016 - Elsevier
This paper reviews issues and applications for design of sustainable carbon dioxide
conversion processes, specifically through chemical conversion, and the integration of the …