Challenges and opportunities for renewable ammonia production via plasmon‐assisted photocatalysis

B Puértolas, M Comesaña‐Hermo… - Advanced Energy …, 2022 - Wiley Online Library
Despite its severe operating conditions, associated energy consumption, and environmental
concerns, the manufacture of nitrogen‐rich fertilizers still relies heavily on producing …

[HTML][HTML] Optimizing biodiesel production from waste with computational chemistry, machine learning and policy insights: a review

AI Osman, M Nasr, M Farghali, AK Rashwan… - Environmental …, 2024 - Springer
The excessive reliance on fossil fuels has resulted in an energy crisis, environmental
pollution, and health problems, calling for alternative fuels such as biodiesel. Here, we …

How are transition states modeled in heterogeneous electrocatalysis?

N Abidi, SN Steinmann - Current Opinion in Electrochemistry, 2022 - Elsevier
Electrocatalysis is a promising technology for clean energy conversion. The prediction of
activation energies is essential for reliably modeling electrocatalytic processes. Currently, a …

Substantial improvement of electrocatalytic predictions by systematic assessment of solvent effects on adsorption energies

A Rendón-Calle, S Builes, F Calle-Vallejo - Applied Catalysis B …, 2020 - Elsevier
Electrocatalytic activities are largely determined by the interplay of adsorbates with
substrates and solvents. Although capturing the interactions of those three components is …

[HTML][HTML] Machine learning of free energies in chemical compound space using ensemble representations: Reaching experimental uncertainty for solvation

J Weinreich, NJ Browning… - The Journal of Chemical …, 2021 - pubs.aip.org
Free energies govern the behavior of soft and liquid matter, and improving their predictions
could have a large impact on the development of drugs, electrolytes, or homogeneous …

Perspective on theoretical methods and modeling relating to electro-catalysis processes

Q Li, Y Ouyang, S Lu, X Bai, Y Zhang, L Shi… - Chemical …, 2020 - pubs.rsc.org
Electro-catalysis is expected to be a promising clean alternative for energy conversion, and
the search for effective and stable electro-catalysts is fundamental. Theoretical calculations …

Graphite-Supported Ptn Cluster Electrocatalysts: Major Change of Active Sites as a Function of the Applied Potential

J Munarriz, Z Zhang, P Sautet, AN Alexandrova - ACS Catalysis, 2022 - ACS Publications
The oxygen reduction reaction (ORR) plays a key role in renewable energy transformation
processes. Unfortunately, it is inherently sluggish, which greatly limits its industrial …

[HTML][HTML] Beyond continuum solvent models in computational homogeneous catalysis

G Norjmaa, G Ujaque, A Lledós - Topics in Catalysis, 2022 - Springer
In homogeneous catalysis solvent is an inherent part of the catalytic system. As such, it must
be considered in the computational modeling. The most common approach to include …

Assessing conformer energies using electronic structure and machine learning methods

D Folmsbee, G Hutchison - International Journal of Quantum …, 2021 - Wiley Online Library
We have performed a large‐scale evaluation of current computational methods, including
conventional small‐molecule force fields; semiempirical, density functional, ab initio …

Fast Correction of Errors in the DFT‐Calculated Energies of Gaseous Nitrogen‐Containing Species

R Urrego‐Ortiz, S Builes, F Calle‐Vallejo - ChemCatChem, 2021 - Wiley Online Library
Modeling adsorption phenomena on surfaces by DFT calculations often involves substantial
errors, resulting in inaccurate predictions of catalytic activities. Such errors partly stem from …