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Siamack A. Shirazi
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Proceedings Papers

Linear Versus Non-Linear Machine Learning Feature Selection for Erosion Rate Prediction

Yijie (Jamie) Li, Jun Zhang, Brett McKinney, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. FEDSM2024, Volume 2: Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC); Flow Visualization, V002T05A005, July 15–17, 2024
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2024-130309
https://doi.org/10.1115/FEDSM2024-130309
View Paper titled, Linear Versus Non-Linear Machine Learning Feature Selection for Erosion Rate Prediction
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Topics: Erosion, Feature selection, Machine learning
Proceedings Papers

Uncertainty Analysis in Solid Particle Erosion Through Validation and Refinement of Experimental Data and Comparison With CFD

Mubashir Hasan, Farshad Biglari, Asad Nadeem, Mazen M. Othayq, Siamack A. Shirazi, Soroor Karimi
Proc. ASME. FEDSM2024, Volume 2: Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC); Flow Visualization, V002T05A027, July 15–17, 2024
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2024-131389
https://doi.org/10.1115/FEDSM2024-131389
View Paper titled, Uncertainty Analysis in Solid Particle Erosion Through Validation and Refinement of Experimental Data and Comparison With CFD
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Topics: Computational fluid dynamics, Erosion, Flow (Dynamics), Particulate matter, Uncertainty analysis
Proceedings Papers

A Comprehensive Study for Defining the Uncertainty of Erosion Simulations

Elham Fallah Shojaie, Mubashir Hasan, Farzin Darihaki, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. FEDSM2024, Volume 2: Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC); Flow Visualization, V002T05A019, July 15–17, 2024
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2024-131145
https://doi.org/10.1115/FEDSM2024-131145
View Paper titled, A Comprehensive Study for Defining the Uncertainty of Erosion Simulations
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Topics: Computational fluid dynamics, Erosion, Flow (Dynamics), Simulation, Uncertainty
Proceedings Papers

Experimental and Modeling Study of Sand Transport in Slightly Upward Inclined Solid-Liquid Flow

Ronald E. Vieira, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T04A005, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-86786
https://doi.org/10.1115/FEDSM2022-86786
View Paper titled, Experimental and Modeling Study of Sand Transport in Slightly Upward Inclined Solid-Liquid Flow
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Topics: Flow (Dynamics), Modeling, Sands
Proceedings Papers

Uncertainty Quantification and Sensitivity Analysis of Semi-Mechanistic Models for Sand Erosion in Elbows for Single and Multiphase Flows

Ronald E. Vieira, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T04A001, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-79746
https://doi.org/10.1115/FEDSM2022-79746
View Paper titled, Uncertainty Quantification and Sensitivity Analysis of Semi-Mechanistic Models for Sand Erosion in Elbows for Single and Multiphase Flows
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Topics: Engineering simulation, Erosion, Multiphase flow, Sands, Sensitivity analysis, Simulation, Uncertainty quantification
Proceedings Papers

Numerical and Experimental Investigations of the Effect of Distance Between Two Elbows in Series in Gas-Solid Flows on Solid Particle Erosion

Mazen M. Othayq, Faris S. Bilal, Thiana A. Sedrez, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T05A005, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-86729
https://doi.org/10.1115/FEDSM2022-86729
View Paper titled, Numerical and Experimental Investigations of the Effect of Distance Between Two Elbows in Series in Gas-Solid Flows on Solid Particle Erosion
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Topics: Erosion, Flow (Dynamics), High pressure (Physics), Particle size, Particulate matter
Proceedings Papers

A CFD Study on the Effects of Sand Particle Size on Erosion of an Elbow

Ghulam Haider, Thiana Sedrez, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T04A008, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-86962
https://doi.org/10.1115/FEDSM2022-86962
View Paper titled, A CFD Study on the Effects of Sand Particle Size on Erosion of an Elbow
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Topics: Computational fluid dynamics, Erosion, Multiphase flow, Particle size, Particulate matter, Sands
Proceedings Papers

The Effect of Phase Interaction Forces and Particle Rotation on Solid Particle Erosion in Liquid-Solid and Liquid-Gas-Solid Flows

Thiana A. Sedrez, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T05A007, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-86755
https://doi.org/10.1115/FEDSM2022-86755
View Paper titled, The Effect of Phase Interaction Forces and Particle Rotation on Solid Particle Erosion in Liquid-Solid and Liquid-Gas-Solid Flows
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Topics: Computational fluid dynamics, Erosion, Flow (Dynamics), Particulate matter, Rotation
Proceedings Papers

Sand Erosion Measurements and Simulations Under Churn Flow Conditions in Elbows in Series

Yeshwanth Raj Rajkumar, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. FEDSM2022, Volume 2: Multiphase Flow (MFTC); Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC), V002T04A018, August 3–5, 2022
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2022-87714
https://doi.org/10.1115/FEDSM2022-87714
View Paper titled, Sand Erosion Measurements and Simulations Under Churn Flow Conditions in Elbows in Series
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Topics: Engineering simulation, Erosion, Flow (Dynamics), Sands, Simulation, Particulate matter, Computational fluid dynamics, Pipelines, Stainless steel, Stress
Journal Articles

A Novel Trajectory-Based Mechanistic Model for Predicting Solid Particle Erosion in Elbows

Farzin Darihaki, Jun Zhang, Siamack A. Shirazi, Brenton S. McLaury
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. January 2023, 145(1): 013101.
Paper No: JERT-22-1057
https://doi.org/10.1115/1.4054701
Published Online: July 11, 2022
View Article titled, A Novel Trajectory-Based Mechanistic Model for Predicting Solid Particle Erosion in Elbows
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Topics: Computational fluid dynamics, Erosion, Fluids, Particulate matter, Water, Trajectories (Physics), Flow (Dynamics), Pipes
Proceedings Papers

Investigation of Particle Size Effects on Solid Particle Erosion of Elbows in Series for Liquid-Solid Flows

Yeshwanthraj Rajkumar, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. FEDSM2021, Volume 3: Fluid Mechanics; Micro and Nano Fluid Dynamics; Multiphase Flow, V003T08A006, August 10–12, 2021
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2021-65875
https://doi.org/10.1115/FEDSM2021-65875
View Paper titled, Investigation of Particle Size Effects on Solid Particle Erosion of Elbows in Series for Liquid-Solid Flows
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Topics: Erosion, Flow (Dynamics), Particle size, Particulate matter, Computational fluid dynamics, Fluids, Engineering simulation, Pipes, Simulation, Stress
Proceedings Papers

Experimental Study of the Effect of Particle Size on Erosion of Elbows in Series for Annular Gas-Liquid Flows

Mazen Othayq, Ghulam Haider, Ronald E. Vieira, Siamack A. Shirazi
Proc. ASME. FEDSM2021, Volume 3: Fluid Mechanics; Micro and Nano Fluid Dynamics; Multiphase Flow, V003T08A004, August 10–12, 2021
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2021-64375
https://doi.org/10.1115/FEDSM2021-64375
View Paper titled, Experimental Study of the Effect of Particle Size on Erosion of Elbows in Series for Annular Gas-Liquid Flows
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Topics: Erosion, Flow (Dynamics), Particle size, Particulate matter
Proceedings Papers

Application of Scale-Resolving Simulations and Hybrid Models for Contraction-Expansion Pipe Flows

Farzin Darihaki, Jun Zhang, Siamack A. Shirazi
Proc. ASME. FEDSM2021, Volume 1: Aerospace Engineering Division Joint Track; Computational Fluid Dynamics, V001T02A026, August 10–12, 2021
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2021-65917
https://doi.org/10.1115/FEDSM2021-65917
View Paper titled, Application of Scale-Resolving Simulations and Hybrid Models for Contraction-Expansion Pipe Flows
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Topics: Engineering simulation, Pipe flow, Simulation, Flow (Dynamics), Turbulence, Reynolds-averaged Navier–Stokes equations, Computational fluid dynamics, Pipes, Boundary layers, Eddies (Fluid dynamics)
Proceedings Papers

Uncertainty Estimation in CFD Simulations of Erosion for Elbows

Elham Fallah Shojaie, Thiana A. Sedrez, Farzin Darihaki, Siamack A. Shirazi
Proc. ASME. FEDSM2021, Volume 1: Aerospace Engineering Division Joint Track; Computational Fluid Dynamics, V001T02A027, August 10–12, 2021
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2021-65987
https://doi.org/10.1115/FEDSM2021-65987
View Paper titled, Uncertainty Estimation in CFD Simulations of Erosion for Elbows
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Topics: Computational fluid dynamics, Erosion, Simulation, Uncertainty, Particulate matter, Turbulence, Flow (Dynamics), Approximation, Fluids, Modeling
Proceedings Papers

Application of a Mechanistic Erosion and Abrasion Model to Pulverized Coal (PC) Injections

Lawrence D. Berg, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. POWER2021, ASME 2021 Power Conference, V001T05A002, July 20–22, 2021
Publisher: American Society of Mechanical Engineers
Paper No: POWER2021-63620
https://doi.org/10.1115/POWER2021-63620
View Paper titled, Application of a Mechanistic Erosion and Abrasion Model to Pulverized Coal (PC) Injections
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Topics: Abrasion, Coal, Erosion, Nozzles
Journal Articles

Transient Large Eddy Simulation of Slurry Erosion in Submerged Impinging Jets

Qiuchen Wang, Qiyu Huang, Xu Sun, Jun Zhang, Soroor Karimi, Siamack A. Shirazi
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. June 2021, 143(6): 062107.
Paper No: JERT-20-1760
https://doi.org/10.1115/1.4050484
Published Online: April 9, 2021
View Article titled, Transient Large Eddy Simulation of Slurry Erosion in Submerged Impinging Jets
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Topics: Erosion, Flow (Dynamics), Particulate matter, Slurries, Fluids, Transients (Dynamics), Modeling, Large eddy simulation, Jets, Fluid dynamics
Journal Articles

Experimental and Numerical Evaluation of the Effect of Particle Size on Slurry Erosion Prediction

Qiuchen Wang, Qiyu Huang, Xu Sun, Jun Zhang, Soroor Karimi, Siamack A. Shirazi
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. July 2021, 143(7): 073101.
Paper No: JERT-20-1736
https://doi.org/10.1115/1.4049417
Published Online: January 18, 2021
View Article titled, Experimental and Numerical Evaluation of the Effect of Particle Size on Slurry Erosion Prediction
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Topics: Erosion, Particulate matter, Slurries, Particle size
Proceedings Papers

Evaluation of Erosion Equations in Submerged Impinging Jets

Qiuchen Wang, Qiyu Huang, Xu Sun, Jun Zhang, Soroor Karimi, Siamack A. Shirazi
Proc. ASME. FEDSM2020, Volume 1: Fluid Applications and Systems; Fluid Measurement and Instrumentation, V001T01A022, July 13–15, 2020
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2020-20255
https://doi.org/10.1115/FEDSM2020-20255
View Paper titled, Evaluation of Erosion Equations in Submerged Impinging Jets
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Topics: Computational fluid dynamics, Erosion, Jets, Particulate matter, Slurries
Proceedings Papers

Erosion Testing and Modeling of a Triangular Elbow As Compared to a Circular Elbow

Srinivas S. Kolla, Alireza Asgharpour, Siamack A. Shirazi, Gabriel Silva
Proc. ASME. FEDSM2020, Volume 2: Fluid Mechanics; Multiphase Flows, V002T04A012, July 13–15, 2020
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2020-20337
https://doi.org/10.1115/FEDSM2020-20337
View Paper titled, Erosion Testing and Modeling of a Triangular Elbow As Compared to a Circular Elbow
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Topics: Erosion, Modeling, Testing, Computational fluid dynamics, Flow (Dynamics), Particulate matter, Pipes, Cross section (Physics), Flow visualization, Fracture (Process)
Proceedings Papers

Predicting Solid Particle Erosion and Uncertainty in Elbows by Artificial Intelligence Methods

Soroor Karimi, Bohan Xu, Alireza Asgharpour, Siamack A. Shirazi, Sandip Sen
Proc. ASME. FEDSM2020, Volume 2: Fluid Mechanics; Multiphase Flows, V002T04A014, July 13–15, 2020
Publisher: American Society of Mechanical Engineers
Paper No: FEDSM2020-20458
https://doi.org/10.1115/FEDSM2020-20458
View Paper titled, Predicting Solid Particle Erosion and Uncertainty in Elbows by Artificial Intelligence Methods
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Topics: Artificial intelligence, Erosion, Particulate matter, Uncertainty