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 …

Autonomous discovery in the chemical sciences part I: Progress

CW Coley, NS Eyke, KF Jensen - … Chemie International Edition, 2020 - Wiley Online Library
This two‐part Review examines how automation has contributed to different aspects of
discovery in the chemical sciences. In this first part, we describe a classification for …

Electrochemical routes for the valorization of biomass-derived feedstocks: from chemistry to application

FWS Lucas, RG Grim, SA Tacey, CA Downes… - ACS Energy …, 2021 - ACS Publications
The drive to reduce consumption of fossil resources, coupled with expanding capacity for
renewable electricity, invites the exploration of new routes to utilize this energy for the …

Progress in accurate chemical kinetic modeling, simulations, and parameter estimation for heterogeneous catalysis

S Matera, WF Schneider, A Heyden, A Savara - Acs Catalysis, 2019 - ACS Publications
Chemical kinetic modeling in heterogeneous catalysis is advancing in its ability to provide
qualitatively or even quantitatively accurate prediction of real-world behavior because of …

Perspective on computational reaction prediction using machine learning methods in heterogeneous catalysis

J Xu, XM Cao, P Hu - Physical Chemistry Chemical Physics, 2021 - pubs.rsc.org
Heterogeneous catalysis plays a significant role in the modern chemical industry. Towards
the rational design of novel catalysts, understanding reactions over surfaces is the most …

A review of kinetic modeling methodologies for complex processes

LP de Oliveira, D Hudebine… - Oil & Gas Science …, 2016 - ogst.ifpenergiesnouvelles.fr
In this paper, kinetic modeling techniques for complex chemical processes are reviewed.
After a brief historical overview of chemical kinetics, an overview is given of the theoretical …

Automated discovery of elementary chemical reaction steps using freezing string and Berny optimization methods

YV Suleimanov, WH Green - Journal of chemical theory and …, 2015 - ACS Publications
We present a simple protocol which allows fully automated discovery of elementary
chemical reaction steps using in cooperation double-and single-ended transition-state …

Chemical data intelligence for sustainable chemistry

JM Weber, Z Guo, C Zhang… - Chemical Society …, 2021 - pubs.rsc.org
This study highlights new opportunities for optimal reaction route selection from large
chemical databases brought about by the rapid digitalisation of chemical data. The chemical …

Characteristics and origin of char and coke from fast and slow, catalytic and thermal pyrolysis of biomass and relevant model compounds

S Du, JA Valla, GM Bollas - Green Chemistry, 2013 - pubs.rsc.org
Char and coke from biomass catalytic pyrolysis have different origins. They cannot be
lumped as one since they occupy different locations on the catalyst surface and, thus …

Genesys: Kinetic model construction using chemo-informatics

NM Vandewiele, KM Van Geem, MF Reyniers… - Chemical Engineering …, 2012 - Elsevier
A new tool for the automatic generation of kinetic models called Genesys is presented. A
rule-based network generation methodology creates dedicated kinetic models based on the …