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 …

Orbital-free density functional theory: An attractive electronic structure method for large-scale first-principles simulations

W Mi, K Luo, SB Trickey, M Pavanello - Chemical Reviews, 2023 - ACS Publications
Kohn–Sham Density Functional Theory (KSDFT) is the most widely used electronic structure
method in chemistry, physics, and materials science, with thousands of calculations cited …

Continuous-flow electrosynthesis of ammonia by nitrogen reduction and hydrogen oxidation

X Fu, JB Pedersen, Y Zhou, M Saccoccio, S Li… - Science, 2023 - science.org
Ammonia is a critical component in fertilizers, pharmaceuticals, and fine chemicals and is an
ideal, carbon-free fuel. Recently, lithium-mediated nitrogen reduction has proven to be a …

Electrochemical ammonia synthesis via nitrate reduction on Fe single atom catalyst

ZY Wu, M Karamad, X Yong, Q Huang… - Nature …, 2021 - nature.com
Electrochemically converting nitrate, a widespread water pollutant, back to valuable
ammonia is a green and delocalized route for ammonia synthesis, and can be an appealing …

Calcium-mediated nitrogen reduction for electrochemical ammonia synthesis

X Fu, VA Niemann, Y Zhou, S Li, K Zhang… - Nature Materials, 2024 - nature.com
Ammonia (NH3) is a key commodity chemical for the agricultural, textile and pharmaceutical
industries, but its production via the Haber–Bosch process is carbon-intensive and …

Electrosynthesis of ammonia with high selectivity and high rates via engineering of the solid-electrolyte interphase

S Li, Y Zhou, K Li, M Saccoccio, R Sažinas… - Joule, 2022 - cell.com
Ammonia is a large-scale commodity essential to fertilizer production, but the Haber-Bosch
process leads to massive emissions of carbon dioxide. Electrochemical ammonia synthesis …

Linear paired electrochemical valorization of glycerol enabled by the electro-Fenton process using a stable NiSe2 cathode

H Sheng, AN Janes, RD Ross, H Hofstetter, K Lee… - Nature Catalysis, 2022 - nature.com
Electrochemical valorization of surplus biomass-derived feedstocks, such as glycerol, into
high-value chemicals offers a sustainable route for utilization of biomass resources and …

P-block single-metal-site tin/nitrogen-doped carbon fuel cell cathode catalyst for oxygen reduction reaction

F Luo, A Roy, L Silvioli, DA Cullen, A Zitolo… - Nature materials, 2020 - nature.com
This contribution reports the discovery and analysis of ap-block Sn-based catalyst for the
electroreduction of molecular oxygen in acidic conditions at fuel cell cathodes; the catalyst is …

Quantum chemical accuracy from density functional approximations via machine learning

M Bogojeski, L Vogt-Maranto, ME Tuckerman… - Nature …, 2020 - nature.com
Kohn-Sham density functional theory (DFT) is a standard tool in most branches of chemistry,
but accuracies for many molecules are limited to 2-3 kcal⋅ mol− 1 with presently-available …

Tracking the formation, fate and consequence for catalytic activity of Pt single sites on CeO2

F Maurer, J Jelic, J Wang, A Gänzler, P Dolcet, C Wöll… - Nature Catalysis, 2020 - nature.com
Platinum single sites are highly attractive due to their high atom economy and can be
generated on CeO2 by an oxidative high-temperature treatment. However, their location and …