keywords
- Uncertainty quantification
- Contact Info
Hariri Ardebili, Mohammad Amin
Positions
- Research Affiliate, Civil, Environmental and Architectural Engineering
Research Areas
Research
Publications
selected publications
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conference proceeding
- Application of Endurance Time method in seismic assessment of mid-rise and high-rise steel moment and braced frames. 111-116. 2012
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Numerical simulation of reservoir fluctuation effects on the nonlinear dynamic response of concrete arch dams.
Wit Transactions on Engineering Sciences.
427-438.
2010
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journal article
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The role of climate change and corrosion modeling strategy in dynamic response of pile-supported wharves.
Soil Dynamics and Earthquake Engineering.
108922-108922.
2024
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Utilization of stochastic ground motion simulations for scenario-based performance assessment of geo-structures.
Reliability Engineering and System Safety.
110375-110375.
2024
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Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics.
Big Data.
2024
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Deconvolved Intensifying Artificial Accelerations (DIAA): Theory and application in geostructures.
Computers and Geotechnics.
106291-106291.
2024
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Systematic quantification of modeling uncertainties in tank–foundation coupled systems.
Engineering Structures.
117876-117876.
2024
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Post-2023 Türkiye earthquake risk assessment of cascade dams in upper Euphrates basin.
100164-100164.
2024
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Probabilistic sensitivity matrices under stressor uncertainty.
Soil Dynamics and Earthquake Engineering.
108551-108551.
2024
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An automated machine-learning-assisted stochastic-fuzzy multi-criteria decision making tool: Addressing record-to-record variability in seismic design.
Applied Soft Computing.
2024
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Dams in the wake-up call of the 2023 Türkiye earthquake sequence: Insights from observed damages, risk assessment, and monitoring.
International Journal of Disaster Risk Reduction.
104284-104284.
2024
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Modeling and material uncertainty quantification of RC structural components.
Structural Safety.
102401-102401.
2024
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The role of artificial intelligence and digital technologies in dam engineering: Narrative review and outlook.
Engineering Applications of Artificial Intelligence.
2023
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Uncertainty and bias in generic ground motion sets used for PBEE.
Structures.
105088-105088.
2023
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An Explainable Probabilistic Model for Health Monitoring of Concrete Dam via Optimized Sparse Bayesian Learning and Sensitivity Analysis.
Structural Control and Health Monitoring.
2023
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Parameter Selection for Concrete Constitutive Models in Finite Element Analysis of Composite Columns.
Buildings.
2023
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Generalized uncertainty in surrogate models for concrete strength prediction.
Engineering Applications of Artificial Intelligence.
2023
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Dimensionality reduction techniques in structural and earthquake engineering.
Engineering Structures.
2023
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Needs for Portfolio Risk Assessment of Aging Dams in the United States.
Journal of Water Resources Planning and Management.
2023
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Soft Computing and Machine Learning in Dam Engineering.
Water: an open access journal.
2023
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Life-cycle cost analysis of pile-supported wharves under multi-hazard condition: aging and shaking.
Structure and Infrastructure Engineering: maintenance, management, life-cycle design and performance.
269-289.
2023
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A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams.
Advanced Engineering Informatics: the science of supporting knowledge-intensive activities.
2023
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An Automated Machine Learning Engine with Inverse Analysis for Seismic Design of Dams.
Water: an open access journal.
2022
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An Integrated Sensitivity and Uncertainty Quantification of Fragility Functions in RC Frames.
Sustainability.
2022
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Structural uncertainty quantification with partial information.
Expert Systems with Applications.
2022
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An uncertainty-aware dynamic shape optimization framework: Gravity dam design.
Reliability Engineering and System Safety.
2022
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Coupling machine learning and stochastic finite element to evaluate heterogeneous concrete infrastructure.
Engineering Structures.
2022
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A Perspective towards Multi-Hazard Resilient Systems: Natural Hazards and Pandemics.
Sustainability.
4508-4508.
2022
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Machine learning-aided PSDM for dams with stochastic ground motions.
Advanced Engineering Informatics: the science of supporting knowledge-intensive activities.
2022
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Resource Efficiency and Thermal Comfort of 3D Printable Concrete Building Envelopes Optimized by Performance Enhancing Insulation: A Numerical Study.
Energies.
2022
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Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods.
Applied Soft Computing.
2021
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Triboelectric Nanogenerators for Energy Harvesting in Ocean: A Review on Application and Hybridization.
Energies.
2021
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Superposed Natural Hazards and Pandemics: Breaking Dams, Floods, and COVID-19.
Sustainability.
2021
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An RF-PCE Hybrid Surrogate Model for Sensitivity Analysis of Dams.
Water: an open access journal.
2021
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Kernel Matrix Approximation on Class-Imbalanced Data With an Application to Scientific Simulation.
IEEE Access.
83579-83591.
2021
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Neural Networks and Imbalanced Learning for Data-Driven Scientific Computing With Uncertainties.
IEEE Access.
15334-15350.
2021
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Prediction, monitoring, and interpretation of dam leakage flow via adaptative kernel extreme learning machine.
Measurement.
2020
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Safety and reliability assessment of heterogeneous concrete components in nuclear structures.
Reliability Engineering and System Safety.
2020
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Response of low-percentage FRC slabs under impact loading: Experimental, numerical, and soft computing methods.
Structures.
975-988.
2020
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Total risk and seismic hazard analysis of large embankment dams: case study of Northwest Anatolia, Turkey.
329-338.
2020
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Engaging soft computing in material and modeling uncertainty quantification of dam engineering problems.
Soft Computing.
11583-11604.
2020
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Living in a Multi-Risk Chaotic Condition: Pandemic, Natural Hazards and Complex Emergencies.
International Journal of Environmental Research and Public Health.
2020
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Stochastic analysis of concrete dams with alkali aggregate reaction.
Cement and Concrete Research.
2020
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Aging of Concrete Structures and Infrastructures: Causes, Consequences, and Cures (C-3).
Advances in Materials Science and Engineering.
2020
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Advances in Dam Engineering.
Infrastructures.
39-39.
2020
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Instrumented Health Monitoring of an Earth Dam.
Infrastructures.
2020
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Vibration Anatomy and Damage Detection in Power Transmission Towers with Limited Sensors.
Diversity.
2020
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A series of forecasting models for seismic evaluation of dams based on ground motion meta-features.
Engineering Structures.
2020
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Polynomial chaos expansion for uncertainty quantification of dam engineering problems.
Engineering Structures.
2020
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Seismic mitigation of substation cable connected equipment using friction pendulum systems.
Structural Engineering and Mechanics.
785-796.
2019
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Integrative experimental and numerical study of ASR affected nuclear concrete containments.
Materials and Structures.
2019
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Optimal FRP Jacket Placement in RC Frame Structures Towards a Resilient Seismic Design.
Sustainability.
2019
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On the Dynamic Capacity of Concrete Dams.
Infrastructures.
2019
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Probabilistic Identification of Seismic Response Mechanism in a Class of Similar Arch Dams.
Infrastructures.
2019
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A cost-effective neural network-based damage detection procedure for cylindrical equipment.
Advances in Mechanical Engineering.
2019
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Developing a Library of Shear Walls Database and the Neural Network Based Predictive Meta-Model.
Applied Sciences.
2019
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Matrix completion for cost reduction in finite element simulations under hybrid uncertainties.
Applied Mathematical Modelling: simulation and computation for engineering and environmental systems.
164-180.
2019
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Numerical simulation of large-scale structural systems.
Advances in Mechanical Engineering.
2019
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Seismic capacity and fragility analysis of an ASR-affected nuclear containment vessel structure.
Nuclear Engineering and Design: an international journal devoted to the thermal, mechanical, materials, and structural aspects of nuclear fission energy.
140-156.
2019
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Anatomy of the vibration characteristics in old arch dams by random field theory.
Engineering Structures.
460-475.
2019
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An Improved Strength Reduction-Based Slope Stability Analysis.
Geosciences.
2019
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Efficient seismic reliability analysis of large-scale coupled systems including epistemic and aleatory uncertainties.
Soil Dynamics and Earthquake Engineering.
761-773.
2019
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Experimental cyclic test and failure modes of a full scale enhanced modular steel plate shear wall.
Engineering Failure Analysis.
283-288.
2019
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Taguchi design-based seismic reliability analysis of geostructures.
Georisk.
34-52.
2019
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MCS-based response surface metamodels and optimal design of experiments for gravity dams.
Structure and Infrastructure Engineering: maintenance, management, life-cycle design and performance.
1641-1663.
2018
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Risk, Reliability, Resilience (R3) and beyond in dam engineering: A state-of-the-art review.
International Journal of Disaster Risk Reduction.
806-831.
2018
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Sensitivity and uncertainty analysis of AAR affected reinforced concrete shear walls.
Engineering Structures.
334-345.
2018
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Force density ratios of flexible borders to membrane in tension fabric structures.
Structural Engineering and Mechanics.
555-563.
2018
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Seismic risk prioritization of a large portfolio of dams: Revisited.
Advances in Mechanical Engineering.
2018
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Random finite element method for the seismic analysis of gravity dams.
Engineering Structures.
405-420.
2018
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Random Response Spectrum Analysis of Gravity Dam Classes: Simplified, Practical, and Fast Approach.
Earthquake Spectra.
941-975.
2018
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Risk-Informed Condition Assessment of a Bridge with Alkali-Aggregate Reaction.
ACI Structural Journal.
475-487.
2018
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Simplified reliability analysis of multi hazard risk in gravity dams via machine learning techniques.
Archives of Civil and Mechanical Engineering.
592-610.
2018
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Response Surface Method for Material Uncertainty Quantification of Infrastructures.
Shock and Vibration: shock and vibration control - crashworthiness - structural dynamics - impact engineering - sound.
2018
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Risk, Reliability, and Uncertainty Quantification of Structural Systems Subjected to Shock and Vibration.
Shock and Vibration: shock and vibration control - crashworthiness - structural dynamics - impact engineering - sound.
2018
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Support vector machine based reliability analysis of concrete dams.
Soil Dynamics and Earthquake Engineering.
276-295.
2018
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Analytical failure probability model for generic gravity dam classes.
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.
546-557.
2017
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Single and multi-hazard capacity functions for concrete dams.
Soil Dynamics and Earthquake Engineering.
234-249.
2017
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Vibration and Control in Structures under Single and Multiple Hazards.
Shock and Vibration: shock and vibration control - crashworthiness - structural dynamics - impact engineering - sound.
2017
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Effect of alkali-silica reaction on the shear strength of reinforced concrete structural members. A numerical and statistical study.
Nuclear Engineering and Design: an international journal devoted to the thermal, mechanical, materials, and structural aspects of nuclear fission energy.
295-310.
2016
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Seismic fragility analysis of concrete dams: A state-of-the-art review.
Engineering Structures.
374-399.
2016
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FEM-based parametric analysis of a typical gravity dam considering input excitation mechanism.
Soil Dynamics and Earthquake Engineering.
22-43.
2016
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Quantification of seismic potential failure modes in concrete dams.
Earthquake Engineering and Structural Dynamics.
979-997.
2016
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Sensitivity and uncertainty quantification of the cohesive crack model.
Engineering Fracture Mechanics.
18-35.
2016
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A frictional damping based design methodology for structures.
Proceedings of the Institution of Civil Engineers: Structures and Buildings.
174-183.
2016
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A new class of seismic damage and performance indices for arch dams via ETA method.
Engineering Structures.
145-160.
2016
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Collapse Fragility Curves for Concrete Dams: Comprehensive Study.
Journal of Structural Engineering.
2016
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Probabilistic seismic demand model and optimal intensity measure for concrete dams.
Structural Safety.
67-85.
2016
- Impact of solar radiation on the uncoupled transient thermo-structural response of an arch dam. Scientia Iranica: international journal of science and technology. 1435-1448. 2015
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Seismic analysis of a coupled dam-reservoir-foundation system considering pressure effects at opened joints.
Structure and Infrastructure Engineering: maintenance, management, life-cycle design and performance.
833-850.
2015
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Seismic cracking and instability of concrete dams: Smeared crack approach.
Engineering Failure Analysis.
45-60.
2015
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Impact of load combination on the stability analysis of an arch dam subjected to stochastic non-uniform excitations.
European Journal of Environmental and Civil Engineering.
263-277.
2015
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Quantitative failure metric for gravity dams.
Earthquake Engineering and Structural Dynamics.
461-480.
2015
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A mathematical model for the kinetics of the alkali-silica chemical reaction.
Cement and Concrete Research.
184-195.
2015
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Integrative seismic safety evaluation of a high concrete arch dam.
Soil Dynamics and Earthquake Engineering.
85-101.
2014
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A proposed aging management program for alkali silica reactions in a nuclear power plant.
Nuclear Engineering and Design: an international journal devoted to the thermal, mechanical, materials, and structural aspects of nuclear fission energy.
248-264.
2014
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Seismic Stability Assessment of a High-Rise Concrete Tower Utilizing Endurance Time Analysis.
International Journal of Structural Stability and Dynamics.
2014
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Performance-based seismic assessment of steel frames using endurance time analysis.
Engineering Structures.
216-234.
2014
- Comparative study of endurance time and time history methods in seismic analysis of high arch dams. International Journal of Civil Engineering. 219-236. 2014
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Structural safety evaluation of Karun III Dam and calibration of its finite element model using instrumentation and site observation.
Case Studies in Structural Engineering.
6-12.
2014
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Impact of Foundation Nonlinearity on the Crack Propagation of High Concrete Dams.
Soil Mechanics and Foundation Engineering.
72-82.
2014
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Nonlinear Seismic Assessment of Arch Dams and Investigation of Joint Behavior Using Endurance Time Analysis Method.
Arabian Journal for Science and Engineering Section B: Engineering.
3599-3615.
2014
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Estimation of probable damages in arch dams subjected to strong ground motions using endurance time acceleration functions.
KSCE Journal of Civil Engineering.
574-586.
2014
- STRUCTURAL SAFETY OF HIGH ARCH DAMS WITH VARIABLE WATER LEVELS BASED ON SEISMIC PERFORMANCE EVALUATION. Iranian Journal of Science and Technology: Transactions of Civil Engineering. 175-190. 2014
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Free and Forced Vibration Analysis of an Infilled Steel Frame: Experimental, Numerical, and Analytical Methods.
Shock and Vibration: shock and vibration control - crashworthiness - structural dynamics - impact engineering - sound.
2014
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Mathematical Modeling and Numerical Analysis of Thermal Distribution in Arch Dams considering Solar Radiation Effect.
The Scientific World Journal.
2014
- Pulvino and peripheral joint effects on static and seismic safety of concrete arch dams. Scientia Iranica: international journal of science and technology. 1579-1594. 2013
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Orthotropic Material and Anisotropic Damage Mechanics Approach for Numerically Seismic Assessment of Arch Dam-Reservoir-Foundation System.
Strength of Materials.
648-665.
2013
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A smeared crack model for seismic failure analysis of concrete gravity dams considering fracture energy effects.
Structural Engineering and Mechanics.
17-39.
2013
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Seismic analysis of high arch dams considering contraction-peripheral joints coupled effects.
Open Engineering.
549-564.
2013
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A COMPARATIVE STUDY OF SEISMIC STABILITY OF COUPLED ARCH DAM-FOUNDATION-RESERVOIR SYSTEMS USING INFINITE ELEMENTS AND VISCOUS BOUNDARY MODELS.
International Journal of Structural Stability and Dynamics.
2013
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Nonlinear seismic assessment of steel moment frames using time-history, incremental dynamic, and endurance time analysis methods.
Scientia Iranica: international journal of science and technology.
431-444.
2013
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FEASIBILITY STUDY OF DEZ ARCH DAM HEIGHTENING BASED ON NONLINEAR NUMERICAL ANALYSIS OF EXISTING DAM.
Archives of Civil Engineering.
21-49.
2013
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Nonlinear Response of High Arch Dams to Nonuniform Seismic Excitation Considering Joint Effects.
Journal of Engineering.
2013
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Wave passage and incoherency effects on seismic response of high arch dams.
Earthquake Engineering and Engineering Vibration.
567-578.
2012
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Effects of near-fault ground motions in seismic performance evaluation of a symmetric arch dam.
Soil Mechanics and Foundation Engineering.
192-199.
2012
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Reservoir Fluctuation Effects on Seismic Response of High Concrete Arch Dams Considering Material Nonlinearity.
9-20.
2012
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Free Surface Sloshing Effect on Dynamic Response of Rectangular Storage Tanks.
American Journal of Fluid Dynamics.
23-30.
2012
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Seismic Performance Evaluation and Analysis of Major Arch Dams Considering Material and Joint Nonlinearity Effects.
ISRN Civil Engineering.
1-10.
2012
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Nonlinear Analysis of Concrete Structural Components Using Co-axial Rotating Smeared Crack Model.
Journal of Applied Sciences.
221-232.
2012
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Perimetral Joint Effects on Stress Distribution and Seismic Behaviour of Arch Dams.
364-365.
2010
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The role of climate change and corrosion modeling strategy in dynamic response of pile-supported wharves.
Soil Dynamics and Earthquake Engineering.
108922-108922.
2024
Teaching
courses taught
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CVEN 3525 - Structural Analysis
Primary Instructor - Spring 2018
Studies structural analysis of statically determinate and indeterminate systems, deflections, energy methods, and force and stiffness methods. -
CVEN 6595 - Earthquake Engineering
Primary Instructor - Spring 2021 / Spring 2022 / Spring 2023
Analyzes and designs structures for earthquake load covering: properties of earthquake ground motions, ground motion prediction equations, seismic hazard analysis, response spectra, response of linear and nonlinear structures, construction of design spectra, seismic design methods, and building code requirements.
International Activities
geographic focus
- Canada Country
- China Country
- Iran (Islamic Republic of) Country
- Italy Country
- Japan Country
- Spain Country
- Swaziland Country
- United States of America Country