Modeling the Effect of Surface Platinum–Tin Alloys on Propane Dehydrogenation on Platinum–Tin Catalysts

CH Fricke, OH Bamidele, M Bello, J Chowdhury… - ACS …, 2023 - ACS Publications
Uncertainty analysis, reported experimental literature data, and density functional theory
were synthesized to model the effect of surface tin coverage on platinum-based catalysts for …

Propane dehydrogenation on platinum catalysts: identifying the active sites through Bayesian analysis

C Fricke, B Rajbanshi, EA Walker, G Terejanu… - ACS …, 2022 - ACS Publications
Uncertainty quantification, Bayesian statistics, the reported experimental literature, and
density functional theory are synthesized to identify the active sites for the non-oxidative …

CheKiPEUQ intro 1: Bayesian parameter estimation considering uncertainty or error from both experiments and theory

A Savara, EA Walker - ChemCatChem, 2020 - Wiley Online Library
A common goal is extraction of physico‐chemical parameter values such as pre‐
exponentials and activation energies from experiment. Ever increasing knowledge from …

Ethylene removal by Ag-based ZSM-5 adsorbents for the preservation of climacteric fruits

R Ferreira, H Lopes, JP Lourenço, JM Silva… - Microporous and …, 2024 - Elsevier
Ethylene removal is crucial for fruits and vegetables preservation because even a very low
concentration (< 0.1 ppm) can induce ripening during storage and transportation. Ag+ …

Bayesian statistics in catalysis: a perspective

EA Walker - Current Opinion in Chemical Engineering, 2022 - Elsevier
Both uncertainty quantification (UQ) and Bayesian inference (BI) have been recently
adopted by multiple research groups in the catalysis field. It is noted that the parallel fields of …

Investigation of potential catalytic active sites of Pd/SSZ-13: A DFT perspective

K Giewont, EA Kyriakidou… - The Journal of Physical …, 2021 - ACS Publications
In this theoretical work, potential active sites on Pd/SSZ-13 were identified and investigated
for the application of methane oxidation using density functional theory. Unique zeolite …

How a quantum computer could quantify uncertainty in microkinetic models

A Becerra, A Prabhu, MS Rongali… - The Journal of …, 2021 - ACS Publications
A method of uncertainty quantification on a quantum circuit using three samples for the Rh
(111)-catalyzed CO oxidation reaction is demonstrated. Three parametrized samples of a …

Ag/ZSM-5 traps for C2H4 and C7H8 adsorption under cold-start conditions

J Lee, K Giewont, J Chen, CH Liu, EA Walker… - Microporous and …, 2021 - Elsevier
A series of Ag ion-exchanged ZSM-5 (Si/Al= 11.5) zeolites with different Ag loadings (0.5,
0.8, 1.6, 3.0, 4.6 wt%) were investigated for their ability to adsorb and desorb C 2 H 4 and C …

Feasibility of Methane Oxidation on SSZ-13 Bridged Pd2Ox Sites: A Theoretical Study

J Canavan, K Giewont, EA Kyriakidou… - The Journal of …, 2022 - ACS Publications
In this theoretical work, bridged Pd2O x active sites on SSZ-13 are investigated for the
feasibility of methane oxidation. An in-depth reaction mechanism was derived using density …

Self-optimizing Bayesian for continuous flow synthesis process

R Liu, Z Wang, W Yang, J Cao, S Tao - Digital Discovery, 2024 - pubs.rsc.org
The integration of artificial intelligence (AI) and chemistry has propelled the advancement of
continuous flow synthesis, facilitating program-controlled automatic process optimization …