Bimetallic sites for catalysis: from binuclear metal sites to bimetallic nanoclusters and nanoparticles

L Liu, A Corma - Chemical Reviews, 2023 - ACS Publications
Heterogeneous bimetallic catalysts have broad applications in industrial processes, but
achieving a fundamental understanding on the nature of the active sites in bimetallic …

Machine learning for a sustainable energy future

Z Yao, Y Lum, A Johnston, LM Mejia-Mendoza… - Nature Reviews …, 2023 - nature.com
Transitioning from fossil fuels to renewable energy sources is a critical global challenge; it
demands advances—at the materials, devices and systems levels—for the efficient …

In Situ/Operando Electrocatalyst Characterization by X-ray Absorption Spectroscopy

J Timoshenko, B Roldan Cuenya - Chemical reviews, 2020 - ACS Publications
During the last decades, X-ray absorption spectroscopy (XAS) has become an
indispensable method for probing the structure and composition of heterogeneous catalysts …

Limits of detection for EXAFS characterization of heterogeneous single-atom catalysts

J Finzel, KM Sanroman Gutierrez, AS Hoffman… - ACS …, 2023 - ACS Publications
Single-atom catalysts (SACs), consisting of individual metal atoms dispersed on a support,
attract attention due to their unique reactivity, efficient use of precious metals, and precise …

Dilute alloys based on Au, Ag, or Cu for efficient catalysis: from synthesis to active sites

JD Lee, JB Miller, AV Shneidman, L Sun… - Chemical …, 2022 - ACS Publications
The development of new catalyst materials for energy-efficient chemical synthesis is critical
as over 80% of industrial processes rely on catalysts, with many of the most energy-intensive …

Design of Single-Atom Catalysts and Tracking Their Fate Using Operando and Advanced X-ray Spectroscopic Tools

BB Sarma, F Maurer, DE Doronkin… - Chemical …, 2022 - ACS Publications
The potential of operando X-ray techniques for following the structure, fate, and active site of
single-atom catalysts (SACs) is highlighted with emphasis on a synergetic approach of both …

Decoding reactive structures in dilute alloy catalysts

N Marcella, JS Lim, AM Płonka, G Yan, CJ Owen… - Nature …, 2022 - nature.com
Rational catalyst design is crucial toward achieving more energy-efficient and sustainable
catalytic processes. Understanding and modeling catalytic reaction pathways and kinetics …

Single atom catalysts: a review of characterization methods

M Kottwitz, Y Li, H Wang, AI Frenkel… - Chemistry …, 2021 - Wiley Online Library
Single atom catalysts (SACs) harbor a potential to exceed nanoparticle catalysts in terms of
activity, stability and selectivity in a growing number of chemical reactions. Although their …

Machine learning on neutron and x-ray scattering and spectroscopies

Z Chen, N Andrejevic, NC Drucker, T Nguyen… - Chemical Physics …, 2021 - pubs.aip.org
Neutron and x-ray scattering represent two classes of state-of-the-art materials
characterization techniques that measure materials structural and dynamical properties with …

Achieving digital catalysis: strategies for data acquisition, storage and use

CP Marshall, J Schumann… - Angewandte Chemie …, 2023 - Wiley Online Library
Heterogeneous catalysis is an important area of research that generates data as intricate as
the phenomenon itself. Complexity is inherently coupled to the function of the catalyst and …