Emerging Atomistic Modeling Methods for Heterogeneous Electrocatalysis

Z Levell, J Le, S Yu, R Wang, S Ethirajan… - Chemical …, 2024 - ACS Publications
… Implicit solvation models efficiently represent the solution by simplifying … solvation models
do not provide more accurate energetics over simulations in vacuum. Moreover, the solvation

Theoretical Insights into Potential-Dependent C–C Bond Formation Mechanisms during CO2 Electroreduction into C2 Products on Cu(100) at Simulated …

L Ou, Z He, H Yang, Y Chen - ACS omega, 2021 - ACS Publications
… Our recent established explicit solvation model involving two … and allows us to better model
the interactions among solvent, … paper, validating reasonability of our used interface model to …

… CO2 Reduction on Cu(111): Competing Proton-Coupled Electron Transfer Reaction Mechanisms Revealed by Embedded Correlated Wavefunction Theory

Q Zhao, JMP Martirez, EA Carter - Journal of the American …, 2021 - ACS Publications
solvation, we performed the subsequent ECW calculations using the structures optimized in
vacuum given that solvation modelsvalidating, in whole or in part, prior DFT-based models

The Simulation of Solvent Polarizabilities and Dipolarities with Polarizable Continuum Model

R Ormazábal-Toledo, MC Rezende… - The Journal of Physical …, 2024 - ACS Publications
… When computing the transition energies to validate the experimental measurements of a …
“implicit solvation models (are) sufficient for reaching a good correlation between the theoretical

Modelling single atom catalysts for water splitting and fuel cells: A tutorial review

S Tosoni, G Di Liberto, I Matanovic… - Journal of Power Sources, 2023 - Elsevier
model structures and discuss the main pillars to validate a … the model, through implicit
solvation model or as a combination of both approaches [119]. A separate discussion of solvation

Understanding TADF: a joint experimental and theoretical study of DMAC-TRZ

R Dhali, DKAP Huu, F Bertocchi, C Sissa… - Physical Chemistry …, 2021 - pubs.rsc.org
… develop a minimal model for DMAC-TRZ that will allow us to discuss solvation and matrix …
-DFT the electronic model for DMAC-TRZ, we now validate it against experimental spectra …

Accurate prediction of aqueous free solvation energies using 3D atomic feature-based graph neural network with transfer learning

D Zhang, S Xia, Y Zhang - … of chemical information and modeling, 2022 - ACS Publications
… Based on the same data split (sizes for train/validation/test sets: 513/64/65) … validation
set that contain element iodine, and then used the rest 502/63/65 for our models’ training/validation

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
… , theoretical models, such as implicit solvation models based … double layer, and explicit
modeling by ab initio molecular … but the model still requires further case studies for validation. …

Kinetics and thermodynamics of ammonia solvation on Z2Cu, ZCuOH and ZCu sites in Cu-SSZ-13–Implications for hydrothermal aging

R Daya, D Trandal, RK Dadi, H Li, SY Joshi… - Applied Catalysis B …, 2021 - Elsevier
… Mean-field kinetic model developed to describe the NH 3 solvation of Z 2 Cu, ZCuOH and
ZCu sites as a … Resulting model parameters are validated through in-situ DRIFTS experiments. …

Knowledge‐Driven Design and Lab‐Based Evaluation of B‐doped TiO2 Photocatalysts for Ammonia Synthesis

C Liu, D Hao, J Ye, S Ye, F Zhou, H Xie… - Advanced Energy …, 2023 - Wiley Online Library
… Inspired by theoretical prediction, now we turn to validate Ti–B catalysts … Our solvation model
couples an implicit description of the … The implicit solvation model incorporates the dielectric …