Peer-reviewed research across battery scales
Safety · interfaces · materials · computation · AI
Our publications connect commercial-cell behavior to electrochemical interfaces, multiscale simulation, microscopy, high-entropy materials, and intelligent design.
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Featured publication
Towards the harmonization of safety testing standards for lithium-ion batteries: A review and call to action
Scientific question: How can battery-safety results be compared when test conditions, measurements, and evaluation criteria vary across standards?
The review examines current approaches and identifies opportunities for greater harmonization so results can be interpreted more consistently across laboratories, cell formats, and technologies.
Renewable and Sustainable Energy Reviews · 2026 · Volume 226 · Article 116372
Peer-reviewed publications, 2024–2026
Fifteen recent journal publications are grouped by year. DOI links lead to the canonical article records; open-access labels reflect checks completed July 18, 2026.
2026
Materials, interfaces & intelligent design
Evolution of grain boundaries in multi-principal alloys: Insights into phase stability and structural complexity
Ishraque Zaman Borshon; Azadeh Amiri; Farzad Mashayek; Reza Shahbazian-Yassar; Vitaliy Yurkiv (2026). Computational Materials Science, 268, 114628.
Materials, interfaces & intelligent design Open access
In Situ Transmission Electron Microscopy of Sequentially Formed FeCoNi Medium-Entropy Nanoparticles Driving Catalytic Graphitization
Alireza Ghorbani; Vitaliy Yurkiv; Narjess Hajilou; Reza Shahbazian-Yassar (2026). Small Structures, 7(3), e202500809.
Materials, interfaces & intelligent design
Capillary breakup of liquid jets in the dripping regime and successive drop impacts on a solid surface
Ali Mostafavi; Mohammadmahdi Ranjbar; Vitaliy Yurkiv; Alexander L. Yarin; Farzad Mashayek (2026). International Journal of Numerical Methods for Heat & Fluid Flow, 36(7), 2513-2538.
Battery cells, diagnostics & safety
Towards the harmonization of safety testing standards for lithium-ion batteries: A review and call to action
Yasaman Abdisobbouhi; Qusai Alahmad; Todd A. Kingston; Vitaliy R. Yurkiv (2026). Renewable and Sustainable Energy Reviews, 226, 116372.
2025
Materials, interfaces & intelligent design
Electro-Stretching and Electro-Coalescence of Sessile Drops of Conducting Polymer Solutions with and without Surfactant and Dielectric Particles
Rafael Granda; Jevon Plog; Vitaliy R. Yurkiv; Farzad Mashayek; Alexander L. Yarin (2025). Langmuir, 41(39), 26798-26811.
Cells, safety, materials & interfaces Open access
Deep Learning Analysis of Solid-Electrolyte Interphase Microstructures in Lithium-Ion Batteries
Ishraque Zaman Borshon; Vahid Jabbari; Todd A. Kingston; Reza Shahbazian-Yassar; Vitaliy Yurkiv (2025). Advanced Materials Interfaces, 12(21), e00558.
Materials, interfaces & intelligent design
MOOSE-based finite element framework for mass-conserving two-phase flow simulations on adaptive grids using the diffuse interface approach and a Lagrange multiplier
Ali Mostafavi; Mohammadmahdi Ranjbar; Vitaliy Yurkiv; Alexander L. Yarin; Farzad Mashayek (2025). Journal of Computational Physics, 527, 113755.
2024
Materials, interfaces & intelligent design Open access
Predicting column heights and elemental composition in experimental transmission electron microscopy images of high-entropy oxides using deep learning
Ishraque Zaman Borshon; Marco Ragone; Abhijit H. Phakatkar; Lance Long; Reza Shahbazian-Yassar; Farzad Mashayek; Vitaliy Yurkiv (2024). npj Computational Materials, 10(1), 275.
Materials, interfaces & intelligent design
Ab initio modeling and experimental analysis of electronic conductivity in PEDOT:PSS-PEO films for extrusion-based manufacturing
Vitaliy Yurkiv; Xinnian Wang; Yongil Kim; Yayue Pan; Farzad Mashayek; Alexander L. Yarin (2024). Journal of Colloid and Interface Science, 674, 128-138.
Cells, safety, materials & interfaces Open access
Composite PEDOT:PSS-PEO Layers for Improving Lithium Batteries
Timothy G. Ritter; Yong Il Kim; Breno Bezerra De Souza; Xinnian Wang; Yayue Pan; Vitaliy Yurkiv; Alexander L. Yarin; Reza Shahbazian-Yassar (2024). ChemElectroChem, 11(20), e202400458.
Battery cells, diagnostics & safety
Advancing battery safety: Integrating multiphysics and machine learning for thermal runaway prediction in lithium-ion battery module
Basab Ranjan Das Goswami; Yasaman Abdisobbouhi; Hui Du; Farzad Mashayek; Todd A. Kingston; Vitaliy Yurkiv (2024). Journal of Power Sources, 614, 235015.
Materials, interfaces & intelligent design
Impact of drops of epoxy resin and hardener, silicone and turpentine oils onto balsa wood and polypropylene substrates
Rafael Granda; Vitaliy Yurkiv; Farzad Mashayek; Alexander L. Yarin (2024). Physics of Fluids, 36(5), 053312.
Materials, interfaces & intelligent design Open access
Insights Into Formation and Growth of Colloidal Multielement Alloy Nanoparticles in Solution through In Situ Liquid Cell TEM Study
Azadeh Amiri; Vitaliy Yurkiv; Abhijit H. Phakatkar; Tolou Shokuhfar; Reza Shahbazian-Yassar (2024). Advanced Functional Materials, 34(19), 2304685.
Battery cells, diagnostics & safety
A combined multiphysics modeling and deep learning framework to predict thermal runaway in cylindrical Li-ion batteries
Basab Ranjan Das Goswami; Massimiliano Mastrogiorgio; Marco Ragone; Vahid Jabbari; Reza Shahbazian-Yassar; Farzad Mashayek; Vitaliy Yurkiv (2024). Journal of Power Sources, 595, 234065.
Materials, interfaces & intelligent design
Role of CO2 and Glycerol in the Formation of Urchin-Like Strontium Carbonate Particles
Alireza Ghorbani; Vitaliy Yurkiv; Josué M. Gonçalves; Azadeh Amiri; Timothy G. Ritter; Mahmoud Tamadoni Saray; Reza Shahbazian-Yassar (2024). ACS Sustainable Chemistry & Engineering, 12(8), 3185-3195.