Hodjat Shiri

Associate Professor

Memorial University of Newfoundland

Canada

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Hodjat Shiri is an Associate Professor at Memorial University of Newfoundland, Canada. His research focuses on machine learning applications in geotechnical engineering and environmental assessment, particularly concerning seabed interactions, pipeline responses, and the modeling of frozen soils. His recent articles include topics such as the prediction of drag embedment anchor efficiency and the influence of ice gouging on pipeline structure.

Articles (20)

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Collaborators (2)

Masoud Mahdianpari

Memorial University of Newfoundland

CANADA

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Esmaeil Kouhgardi

Memorial University of Newfoundland

CANADA

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Hodjat Shiri

Research Interests

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About

Articles (20)

Extra Tree Regression Algorithm for Simulation of Iceberg Draft and Subgouge Soil Characteristics

Predicting Efficiency and Capacity of Drag Embedment Anchors in Sand Seabed Using Tree Machine Learning Algorithms

Autonomous Tracking of Steel Lazy Wave Risers Using a Hybrid Vision–Acoustic AUV Framework

Determining Non-Dimensional Group of Parameters Governing the Prediction of Penetration Depth and Holding Capacity of Drag Embedment Anchors Using Linear Regression

Fatigue damage assessment of steel catenary risers in the touchdown zone accounting for soil remoulding and reconsolidation effects

The influence of pipeline–backfill–trench interaction on pipeline response to ice gouging: a numerical investigation

Effect of backfilling stiffness and configuration on seabed failure mechanisms and pipeline response to ice gouging

Comprehensive Landsat-Based Analysis of Long-Term Surface Water Dynamics over Wetlands and Waterbodies in North America

Machine Learning–Enhanced Modeling of Stress–Strain Behavior of Frozen Sandy Soil

Analytical Modeling of the Lazy-Wave Hydrogen Production Riser (HPR) with Incorporation of Seabed Interaction in the Touchdown Zone

A hybrid model to simulate the trench effect on the fatigue analysis of steel catenary risers in the touchdown zone

Deformation of trenched multilayer pipelines during large lateral displacement due to subsea geohazards

Prediction of Ice-Induced Subgouge Soil Deformation in Sand Using Group Method of Data Handling–Based Neural Network

Assessment of the Response of Trenched–Backfilled Pipelines to Strike-Slip Faults: An Analytical Approach

Iceberg-seabed interaction analysis in sand by a random forest algorithm

Iceberg-seabed interaction evaluation in clay seabed using tree-based machine learning algorithms

Impact of damaged external polymeric layer on axial compressive response of flexible pipes

The response of layered seabed to ice gouging: Sand over clay

Monitoring Shoreline and Land Use/Land Cover Changes in Sandbanks Provincial Park Using Remote Sensing and Climate Data

Finite element analysis of flexible pipes under compression: A study on the damaged high strength tape and its effects on tensile armor instability

Collaborators (2)

Masoud Mahdianpari

Esmaeil Kouhgardi

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