CompEL: Computational Electrochemistry to Resolve Electrocatalytic Oxygen Reduction

Overview of the CompEL project from methods and theory to understanding and catalyst design. (PC)ET stands for (proton-coupled) electron transfer, KIE for kinetic isotope effects, and ORR for the oxygen reduction reaction.

Table of contents

Project duration
Core fields of research
Basic natural phenomena and mathematical thinking
Research areas
Sustainable society
Chemical Nanoscience
Circular Economy
Department
Department of Chemistry
Faculty
Faculty of Mathematics and Science
Funding
Research Council of Finland

Project description

Electrocatalysis is the most promising chemical approach to achieve sustainable and decentralized energy storage conversion/storage, de-carbonized chemical industries, and hydrogen economy. Realizing these approaches requires the development of active materials and electrocatalysts capable of driving the needed (electro)chemical reactions. One of the most important reactions is the the oxygen reduction reaction (ORR) which is a central electrocatalytic reaction in fuel cells and metal-air batteries, and synthesis of e.g. hydrogen peroxide. However, the prospects of ORR-based technologies are limited by the lack active, selective, and abundant electrocatalysts, and further catalyst development is required to realize large-scale ORR.

CompEL addresses this need by developing a holistic, detailed multiscale computational framework to address electrocatalytic reactions to disentangle the factors controlling ORR electrocatalysis. By 1) developing new theoretical and atomic-scale simulation methods to study ORR at the atomic level, and  2) combining these methods with experiments and multiscale models at different time- and length-scales we will 3) explain the performance of current ORR catalysts and predict new ones. More generally, CompEL will advance the theory and simulation of electrochemical reactions, and provide means to explain and design electrocatalytic systems.
 

Publications

Publication
2025
Available through Open Access

Current Opinion in Electrochemistry
Moradi, Kayvan
Melander, Marko M.
Publication
2025
Available through Open Access

Small
Moradi, Kayvan
Ashrafi, Maysam
Salimi, Abdollah
Melander, Marko M.
Publication
2025
Available through Open Access

Chemical Engineering Journal
Zupanc, Anže
Install, Joseph
Weckman, Timo
Melander, Marko M.
Kemell, Marianna
Honkala, Karoliina
Repo, Timo
Publication
2024
Available through Open Access

npj Computational Materials
Melander, Marko M.
Wu, Tongwei
Weckman, Timo
Honkala, Karoliina
Publication
2024
Available through Open Access

ChemCatChem
Ugartemendia, Andoni
Mercero, Jose M.
de Cózar, Abel
Melander, Marko M.
Akola, Jaakko
Jimenez-Izal, Elisa
Publication
2024
Available through Open Access

Journal of Chemical Physics
Mortensen, Jens Jørgen
Larsen, Ask Hjorth
Kuisma, Mikael
Ivanov, Aleksei V.
Taghizadeh, Alireza
Peterson, Andrew
Haldar, Anubhab
Dohn, Asmus Ougaard
Schäfer, Christian
Jónsson, Elvar Örn
Hermes, Eric D.
Nilsson, Fredrik Andreas
Kastlunger, Georg
Levi, Gianluca
Jónsson, Hannes
Häkkinen, Hannu
Fojt, Jakub
Kangsabanik, Jiban
Sødequist, Joachim
Lehtomäki, Jouko
Heske, Julian
Enkovaara, Jussi
Winther, Kirsten Trøstrup
Dulak, Marcin
Melander, Marko M.
Ovesen, Martin
Louhivuori, Martti
Walter, Michael
Gjerding, Morten
Lopez-Acevedo, Olga
Erhart, Paul
Warmbier, Robert
Würdemann, Rolf
Kaappa, Sami
Latini, Simone
Boland, Tara Maria
Bligaard, Thomas
Skovhus, Thorbjørn
Susi, Toma
Maxson, Tristan
Rossi, Tuomas
Chen, Xi
Schmerwitz, Yorick Leonard A.
Schiøtz, Jakob
Olsen, Thomas
Jacobsen, Karsten Wedel
Thygesen, Kristian Sommer
Publication
2024
Available through Open Access

Journal of Chemical Physics
Domínguez-Flores, Fabiola
Kiljunen, Toni
Groß, Axel
Sakong, Sung
Melander, Marko M.
Publication
2024
Available through Open Access

Angewandte Chemie
Zupanc, Anže
Install, Joseph
Weckman, Timo
Melander, Marko M.
Heikkilä, Mikko J.
Kemell, Marianna
Honkala, Karoliina
Repo, Timo Juhani
Publication
2024
Available through Open Access

PRX Energy
Huang, Jun
Domínguez-Flores, Fabiola
Melander, Marko
Publication
2023
Available through Open Access

Journal of Chemical Physics
Domínguez-Flores, Fabiola
Melander, Marko M.
Publication
2023
Available through Open Access

Nature Communications
Qin, Xueping
Hansen, Heine A.
Honkala, Karoliina
Melander, Marko M.
Publication
2023
Available through Open Access

Angewandte Chemie
Kumeda, Tomoaki
Laverdure, Laura
Honkala, Karoliina
Melander, Marko M.
Sakaushi, Ken

Project team