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Farzad Mashayek

University of Illinois at Chicago - Department of Mechanical and Industrial Engineering

SCHOLARLY PAPERS

4

DOWNLOADS

338

TOTAL CITATIONS

2

Scholarly Papers (4)

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1.

A Combined Multiphysics Modeling and Deep Learning Framework to Predict Thermal Runaway in Cylindrical Li-Ion Batteries

Downloads 149 (306,221)
Citation 2

A Combined Multiphysics Modeling and Deep Learning Framework to Predict Thermal Runaway in Cylindrical Li-Ion Batteries

Number of pages: 44 Posted: 24 Aug 2022
Basab Ranjan Das Goswami, Massimiliano Mastrogiorgio, Marco Ragone, Vahid Jabbari, Reza Shahbazian-Yassar, Farzad Mashayek and Vitaliy Yurkiv
University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering and University of Illinois at Chicago - Department of Mechanical and Industrial Engineering
Downloads 149 (497,016)
Citation 2

Abstract:

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thermal runaway, multiphysics model, machine learning, deep learning, computer vision, real-time object detection.

2.

Moose-Based Finite Element Framework for Mass-Conserving Two-Phase Flow Simulations on Adaptive Grids Using the Diffuse Interface Approach and a Lagrange Multiplier

Number of pages: 88 Posted: 09 Jul 2024
Ali Mostafavi, Mohammadmahdi Ranjbar, Vitaliy R. Yurkiv, Alexander L. Yarin and Farzad Mashayek
University of Arizona, University of Arizona, University of Arizona, University of Illinois at Chicago and University of Illinois at Chicago - Department of Mechanical and Industrial Engineering
Downloads 111 (635,507)

Abstract:

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MOOSE, two-phase flow, Cahn-Hilliard Navier-Stokes, Finite element, Lagrange multiplier, Adaptive grids

3.

Evolution of Grain Boundaries in Multi-Principal Alloys: Insights into Phase Stability and Structural Complexity

Number of pages: 39 Posted: 20 May 2025
Ishraque Zaman Borshon, Azadeh Amiri, Farzad Mashayek, Reza Shahbazian-Yassar and Vitaliy R. Yurkiv
University of Arizona, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering and University of Arizona
Downloads 40 (1,209,354)

Abstract:

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Density functional theory (DFT), Medium entropy alloys, Multicomponent diffusion, Grain boundaries (GBs), High angle annular dark field (HAADF)

4.

Ab Initio Modeling and Experimental Analysis of Electronic Conductivity in Pedot:Pss-Peo Films for Extrusion-Based Manufacturing

Number of pages: 37 Posted: 19 Apr 2024
Vitaliy R. Yurkiv, Xinnian Wang, Yongil Kim, Yayue Pan, Farzad Mashayek and Alexander L. Yarin
University of Arizona, University of Illinois Chicago, University of Illinois Chicago, University of Illinois at Chicago, University of Illinois at Chicago - Department of Mechanical and Industrial Engineering and University of Illinois at Chicago
Downloads 38 (1,209,354)

Abstract:

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Density functional theory, charge density, PEDOT:PSS