Recent advances in the data-driven development of emerging electrocatalysts

K Ding, T Yang, MT Leung, K Yang, H Cheng… - Current Opinion in …, 2023 - Elsevier
Data-driven strategies have proven efficient for the design of high-performance
electrocatalysts from the vast material search space. In this review, we present an overview …

Bayesian assessment of commonly used equivalent circuit models for corrosion analysis in electrochemical impedance spectroscopy

R Zhang, D Sur, K Li, J Witt, R Black… - npj Materials …, 2024 - nature.com
Abstract Electrochemical Impedance Spectroscopy (EIS) is a crucial technique for assessing
corrosion of metallic materials. The analysis of EIS hinges on the selection of an appropriate …

Investigating the synergistic benefits of Al on Cr (III) in the passive films of FeCoNi-Cr-Al CCAs in sulfuric acid

D Sur, NC Smith, PF Connors, WH Blades, ML Taheri… - Electrochimica …, 2025 - Elsevier
The synergistic effects of Al on Cr (III) passivation in a family of (FeCoNi) 100-xy Cr x Al y
(at.%) complex concentrated alloys (CCAs), where x=(0, 4, 10, 13, 16) and y=(0, 3, 6, 9, 13) …

Accelerating materials research with a comprehensive data management tool: a case study on an electrochemical laboratory

NC Röttcher, GD Akkoc, S Finger, B Fritsch… - Journal of Materials …, 2024 - pubs.rsc.org
The pressing need for improved energy materials calls for an acceleration of research to
expedite their commercial application for the energy transition. To explore the vast amount of …

[HTML][HTML] Methods for automating and improving the robustness of linear Kramers–Kronig tests for the purposes of validating immittance spectra

V Yrjänä, J Bobacka - Electrochimica Acta, 2024 - Elsevier
Methods for automating the selection of key parameters for linear Kramers–Kronig tests are
described. These methods include not only new methods and improvements to existing …

An Experimental High-Throughput to High-Fidelity Study Towards Discovering Al–Cr Containing Corrosion-Resistant Compositionally Complex Alloys

D Sur, EF Holcombe, WH Blades, EA Anber… - High Entropy Alloys & …, 2023 - Springer
Compositionally complex alloys hold the promise of simultaneously attaining superior
combinations of properties, such as corrosion resistance, light-weighting, and strength …

A High Throughput Aqueous Passivation Testing Methodology for Compositionally Complex Alloys Using a Scanning Droplet Cell

D Sur, H Joress, J Hattrick-Simpers… - Journal of The …, 2023 - iopscience.iop.org
Compositionally complex alloys containing four or more principal elements provide an
opportunity to explore a wide range of compositions, processing, and microstructural …

[PDF][PDF] An experimental high-throughput to high-fidelity study towards discovering Al-Cr containing corrosion-resistant compositionally complex alloys

D Sur, EF Holcombe, WH Blades… - arxiv preprint arxiv …, 2023 - researchgate.net
Compositionally complex alloys hold the promise of simultaneously attaining superior
combinations of properties such as corrosion resistance, light-weighting, and strength …

Equivalent Electrical Circuit recommendation for Electrochemical Impedance Spectroscopy: A benchmark of different Machine Learning algorithms

F Sáez-Pardo, JJ Giner-Sanz… - Journal of Electroanalytical …, 2025 - Elsevier
Abstract Electrochemical Impedance Spectroscopy (EIS) is a technique widely used in the
electrochemistry field that allows assessing the kinetic parameters of electrochemical …

Is Unsupervised Dimensionality Reduction Sufficient to Decode the Complexities of Electrochemical Impedance Spectra?

A Makogon, F Kanoufi, V Shkirskiy - ChemElectroChem, 2024 - Wiley Online Library
As electrochemical research undergoes rapid technological progression, the acquisition of
substantial amounts of electrochemical impedance spectra (EIS) becomes increasingly …