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Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations

Reliability engineering & system safety, 2023-04, Vol.232, p.109045, Article 109045

2023

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A particle interaction-based crack model using an improved smoothed particle hydrodynamics for fatigue crack growth simulations

International journal of fracture, 2021-06, Vol.229 (2), p.229-244

2021

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Global Sensitivity Analysis in Aerodynamic Design using Shapley Effects and Polynomial Chaos Regression

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Contact framework for total Lagrangian smoothed particle hydrodynamics using an adaptive hybrid kernel scheme

International journal for numerical methods in engineering, 2024-04, Vol.125 (7), p.n/a

2024

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Vortex particle method with iterative Brinkman penalization for simulation of flow past sharp-shape bodies

International journal of micro air vehicles, 2022-07, Vol.14, p.175682932211139

2022

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A comparative study of multi-objective expected improvement for aerodynamic design

Aerospace science and technology, 2019-08, Vol.91, p.548-560

2019

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On kernel functions for bi-fidelity Gaussian process regressions

Structural and multidisciplinary optimization, 2023-02, Vol.66 (2), p.37, Article 37

2023

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Fluid–structure coupling in time domain for dynamic stall using purely Lagrangian vortex method

CEAS aeronautical journal, 2021-04, Vol.12 (2), p.381-399

2021

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Multi-objective design space exploration using explainable surrogate models

Structural and multidisciplinary optimization, 2024-03, Vol.67 (3), p.38, Article 38

2024

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Smooth Particle Hydrodynamics (SPH) for Simulating 2D Elastodynamics Problems

Applied Mechanics and Materials, 2016-06, Vol.842 (Materials and Technologies in Modern Mechanical Engineering), p.127-131

2016

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Numerical Simulation of 2D Flow around Deforming Fish-Like Body

Applied Mechanics and Materials, 2016-06, Vol.842 (Materials and Technologies in Modern Mechanical Engineering), p.228-232

2016

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Visualizing the velocity fields and fluid behavior of a solution using artificial intelligence during EndoActivator activation

Dental Journal, 2022-09, Vol.55 (3), p.125-129

2022

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Flutter Speed Determination of Two Degree of Freedom Model Using Discrete Vortex Method

Applied Mechanics and Materials, 2014-10, Vol.660 (Advances in Mechanical, Materials and Manufacturing Engineering), p.639-643

2014

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Global sensitivity analysis via multi-fidelity polynomial chaos expansion

Reliability engineering & system safety, 2018-02, Vol.170, p.175-190

2018

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Point collocation with mollified piecewise polynomial approximants for high‐order partial differential equations

International journal for numerical methods in engineering, 2024-06, Vol.125 (18), p.n/a

2024

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Evolutionary Algorithm Based Multi-Objective Aerodynamics Optimization Method for Low Reynolds Number Airfoil

Applied Mechanics and Materials, 2014-10, Vol.660 (Advances in Mechanical, Materials and Manufacturing Engineering), p.487-491

2014

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Core Spreading Vortex Method for Simulating 3D Flow around Bluff Bodies

Journal of Engineering and Technological Sciences, 2014, Vol.46 (4), p.436-454

2014

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Discretization Corrected Particle Strength Exchange for Steady State Linear Elasticity

Journal of Engineering and Technological Sciences, 2022-07, Vol.54 (4), p.220403

2022

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On dimensionality reduction via partial least squares for Kriging-based reliability analysis with active learning

Reliability engineering & system safety, 2021-11, Vol.215, p.107848, Article 107848

2021

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Performance assessment of Kriging with partial least squares for high-dimensional uncertainty and sensitivity analysis

Structural and multidisciplinary optimization, 2023-05, Vol.66 (5), p.115, Article 115

2023

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Global sensitivity analysis of stochastic re-entry trajectory using explainable surrogate models

Acta astronautica, 2024-09, Vol.222, p.109-125

2024

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Maximizing the thrust performance of flexible caudal fin panels via experimental optimization

Ocean engineering, 2022-12, Vol.266, p.112969, Article 112969

2022

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SPH Method for Crack Growth Modelling using Particle Deletion and Interaction Pair-based Framework

Procedia Structural Integrity, 2024, Vol.52, p.583-593

2024

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A 2D corotational formulation for dynamic analysis of flexible beams undergoing extremely large deformation

AIP Conference Proceedings, 2020, Vol.2226 (1)

2020

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Unsteady Vortex Dynamics of Two-Dimensional Pitching Flat Plate Using Lagrangian Vortex Method

2021 International Symposium on Electrical, Electronics and Information Engineering, 2021, p.5-9

2021

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Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations

A particle interaction-based crack model using an improved smoothed particle hydrodynamics for fatigue crack growth simulations

Global Sensitivity Analysis in Aerodynamic Design using Shapley Effects and Polynomial Chaos Regression

Contact framework for total Lagrangian smoothed particle hydrodynamics using an adaptive hybrid kernel scheme

Vortex particle method with iterative Brinkman penalization for simulation of flow past sharp-shape bodies

A comparative study of multi-objective expected improvement for aerodynamic design

On kernel functions for bi-fidelity Gaussian process regressions

Fluid–structure coupling in time domain for dynamic stall using purely Lagrangian vortex method

Multi-objective design space exploration using explainable surrogate models

Smooth Particle Hydrodynamics (SPH) for Simulating 2D Elastodynamics Problems

Numerical Simulation of 2D Flow around Deforming Fish-Like Body

Visualizing the velocity fields and fluid behavior of a solution using artificial intelligence during EndoActivator activation

Flutter Speed Determination of Two Degree of Freedom Model Using Discrete Vortex Method

Global sensitivity analysis via multi-fidelity polynomial chaos expansion

Point collocation with mollified piecewise polynomial approximants for high‐order partial differential equations

Evolutionary Algorithm Based Multi-Objective Aerodynamics Optimization Method for Low Reynolds Number Airfoil

Core Spreading Vortex Method for Simulating 3D Flow around Bluff Bodies

Discretization Corrected Particle Strength Exchange for Steady State Linear Elasticity

On dimensionality reduction via partial least squares for Kriging-based reliability analysis with active learning

Performance assessment of Kriging with partial least squares for high-dimensional uncertainty and sensitivity analysis

Global sensitivity analysis of stochastic re-entry trajectory using explainable surrogate models

Maximizing the thrust performance of flexible caudal fin panels via experimental optimization

SPH Method for Crack Growth Modelling using Particle Deletion and Interaction Pair-based Framework

A 2D corotational formulation for dynamic analysis of flexible beams undergoing extremely large deformation

Unsteady Vortex Dynamics of Two-Dimensional Pitching Flat Plate Using Lagrangian Vortex Method

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