Kinetics of chemical processes: From molecular to industrial scale

GB Marin, VV Galvita, GS Yablonsky - Journal of Catalysis, 2021 - Elsevier
Combining spectroscopic and transient kinetic techniques provides access to the
identification and quantification of active sites and corresponding turnover frequencies of …

[HTML][HTML] Simplifying the Temporal Analysis of Products reactor

L Brandão, EA High, TS Kim, C Reece - Chemical Engineering Journal, 2023 - Elsevier
Abstract The Temporal Analysis of Products (TAP) experiment provides an unparalleled
level of kinetic insight into heterogenous catalytic materials, but due to the complex and …

Data driven reaction mechanism estimation via transient kinetics and machine learning

MR Kunz, A Yonge, Z Fang, R Batchu… - Chemical Engineering …, 2021 - Elsevier
Understanding the set of elementary steps and kinetics in each reaction is extremely
valuable to make informed decisions about creating the next generation of catalytic …

Fitting micro-kinetic models to transient kinetics of temporal analysis of product reactors using kinetics-informed neural networks

D Nai, GS Gusmão, ZA Kilwein, F Boukouvala… - arXiv preprint arXiv …, 2024 - arxiv.org
The temporal analysis of products (TAP) technique produces extensive transient kinetic data
sets, but it is challenging to translate the large quantity of raw data into physically …

Internal calibration of transient kinetic data via machine learning

MR Kunz, A Yonge, X He, R Batchu, Z Fang, Y Wang… - Catalysis Today, 2023 - Elsevier
The temporal analysis of products (TAP) reactor provides a vast amount of transient kinetic
information that may be used to describe a variety of chemical features including residence …

Role of surface diffusion in formation of unique reactivity for graphite oxidation: Time-resolved measurements in a pulsed diffusion reactor

R Batchu, Z Thompson, Z Fang, WE Windes, EJ Dufek… - Carbon, 2021 - Elsevier
Quantification of oxidation kinetics is essential to develop graphitic materials for diverse
applications: from refractories found in gas-cooled nuclear reactors to catalysts needed for …

A note on the standard diffusion curve of TAP analysis

T Isaac - arXiv preprint arXiv:2302.03772, 2023 - arxiv.org
arXiv:2302.03772v1 [cs.MS] 7 Feb 2023 Page 1 arXiv:2302.03772v1 [cs.MS] 7 Feb 2023 A
NOTE ON THE STANDARD DIFFUSION CURVE OF TAP ANALYSIS TOBY ISAAC (TISAAC@ANL.GOV) …

A Priori Calibration of Transient Kinetics Data via Machine Learning

MR Kunz, A Yonge, R Batchu, Z Fang, Y Wang… - arXiv preprint arXiv …, 2021 - arxiv.org
The temporal analysis of products reactor provides a vast amount of transient kinetic
information that may be used to describe a variety of chemical features including the …

Precise composition/kinetic characterization of solid catalysts using temporal analysis of products

Y Wang, G Yablonsky, R Fushimi - 2021 - books.rsc.org
The kinetic properties of a heterogeneous catalyst are markedly influenced by the surface
composition of the catalyst itself as well as the composition of adsorbed species. The …

In-situ studies of catalytic reactions over well-defined model catalysts

Q Zhou, J Cai, W Wang, Z Liu, F Yang - 2021 - books.rsc.org
Atomic-scale understanding of the elementary processes occurring at catalytic surfaces and
interfaces requires the development of surface science techniques, that could measure the …