Single-atom catalysis in advanced oxidation processes for environmental remediation

Y Shang, X Xu, B Gao, S Wang, X Duan - Chemical Society Reviews, 2021 - pubs.rsc.org
Emerging single atom catalysts (SACs), especially carbon-based SACs are appealing
materials in environmental catalysis because of their ultrahigh performances, environmental …

Computational discovery of transition-metal complexes: from high-throughput screening to machine learning

A Nandy, C Duan, MG Taylor, F Liu, AH Steeves… - Chemical …, 2021 - ACS Publications
Transition-metal complexes are attractive targets for the design of catalysts and functional
materials. The behavior of the metal–organic bond, while very tunable for achieving target …

Recent advances in the use of nitrogen-doped carbon materials for the design of noble metal catalysts

JL Fiorio, MAS Garcia, ML Gothe, D Galvan… - Coordination Chemistry …, 2023 - Elsevier
Noble metals nanoparticles (NPs) and single atoms (SAs) supported on nitrogen-doped
carbon (NC) materials display remarkable activity and selectivity in a wide variety of …

Metal-support interaction for heterogeneous catalysis: from nanoparticles to single atoms

Y Lou, J Xu, Y Zhang, C Pan, Y Dong, Y Zhu - Materials Today Nano, 2020 - Elsevier
With the downsizing of metal sizes (nanoparticles, nanoclusters, and single atoms), the
catalytic behaviors of supported metal species change significantly for various chemical …

Using Computational Chemistry to Reveal Nature's Blueprints for Single-Site Catalysis of C–H Activation

A Nandy, H Adamji, DW Kastner, V Vennelakanti… - ACS …, 2022 - ACS Publications
The challenge of activating inert C–H bonds motivates a study of catalysts that draws from
what can be accomplished by natural enzymes and translates these advantageous features …

Designing in the face of uncertainty: exploiting electronic structure and machine learning models for discovery in inorganic chemistry

JP Janet, F Liu, A Nandy, C Duan, T Yang… - Inorganic …, 2019 - ACS Publications
Recent transformative advances in computing power and algorithms have made
computational chemistry central to the discovery and design of new molecules and …

Seeing is believing: Experimental spin states from machine learning model structure predictions

MG Taylor, T Yang, S Lin, A Nandy… - The Journal of …, 2020 - ACS Publications
Determination of ground-state spins of open-shell transition-metal complexes is critical to
understanding catalytic and materials properties but also challenging with approximate …

Toward multicomponent single-atom catalysis for efficient electrochemical energy conversion

J Kim, S Choi, J Cho, SY Kim, HW Jang - ACS Materials Au, 2021 - ACS Publications
Single-atom catalysts (SACs) have recently emerged as the ultimate solution for overcoming
the limitations of traditional catalysts by bridging the gap between homogeneous and …

A transferable recommender approach for selecting the best density functional approximations in chemical discovery

C Duan, A Nandy, R Meyer, N Arunachalam… - Nature Computational …, 2023 - nature.com
Approximate density functional theory has become indispensable owing to its balanced cost–
accuracy trade-off, including in large-scale screening. To date, however, no density …

[HTML][HTML] Phthalocyanine-supported single-atom catalysts as a promising bifunctional electrocatalyst for ORR/OER: A computational study

X Li, Z Wang, Z Su, Z Zhao, Q Cai, J Zhao - ChemPhysMater, 2022 - Elsevier
Developing excellent performance catalysts for the oxygen reduction reaction (ORR) and
oxygen evolution reaction (OER) is fundamental for the commercialization of energy …