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Artificial Neural Networks Applied in Civil Engineering

Applied sciences, 2023-01, Vol.13 (2), p.1131

Lagaros, Nikos D.

2023

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A Simple Matlab Code for Material Design Optimization Using Reduced Order Models

Materials, 2022-07, Vol.15 (14), p.4972

2022

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Artificial Intelligence (AI) Applied in Civil Engineering

Applied sciences, 2022-08, Vol.12 (15), p.7595

2022

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Neural network based prediction schemes of the non-linear seismic response of 3D buildings

Advances in engineering software (1992), 2012-02, Vol.44 (1), p.92-115

2012

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MLGen: Generative Design Framework Based on Machine Learning and Topology Optimization

Applied sciences, 2021-12, Vol.11 (24), p.12044

2021

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An efficient 3D homogenization-based topology optimization methodology

Computational mechanics, 2021-02, Vol.67 (2), p.481-496

2021

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Multi-Scale Concurrent Topology Optimization Based on BESO, Implemented in MATLAB

Applied sciences, 2023-09, Vol.13 (18), p.10545

2023

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Vision Transformer for Flood Detection Using Satellite Images from Sentinel-1 and Sentinel-2

Water (Basel), 2024-06, Vol.16 (12), p.1670

2024

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Topology Optimization Based Material Design for 3D Domains Using MATLAB

Applied sciences, 2022-11, Vol.12 (21), p.10902

2022

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The MLDAR Model: Machine Learning-Based Denoising of Structural Response Signals Generated by Ambient Vibration

Computation, 2024-02, Vol.12 (2), p.31

2024

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Nonlinear Finite Element Analysis of γ-Graphyne Structures under Shearing

Molecules (Basel, Switzerland), 2022-03, Vol.27 (5), p.1729

2022

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MLPER: A Machine Learning-Based Prediction Model for Building Earthquake Response Using Ambient Vibration Measurements

Applied sciences, 2023-10, Vol.13 (19), p.10622

2023

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Reliability-based structural optimization using neural networks and Monte Carlo simulation

Computer methods in applied mechanics and engineering, 2002-06, Vol.191 (32), p.3491-3507

2002

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NLFEA of Sulfate-Damaged Circular CFT Steel Columns Confined with CFRP Composites and Subjected to Axial and Cyclic Lateral Loads

Buildings (Basel), 2022-03, Vol.12 (3), p.296

2022

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Topology optimization aided structural design: Interpretation, computational aspects and 3D printing

Heliyon, 2017-10, Vol.3 (10), p.e00431-e00431, Article e00431

2017

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The environmental and economic impact of structural optimization

Structural and multidisciplinary optimization, 2018-10, Vol.58 (4), p.1751-1768

Lagaros, Nikos D.

2018

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Design Aspects of Additive Manufacturing at Microscale: A Review

Micromachines (Basel), 2022-05, Vol.13 (5), p.775

2022

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Enhancing Onshore Wind Tower Foundations: A Comprehensive Automated Design Approach

CivilEng, 2024-09, Vol.5 (3), p.736-759

2024

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Deep Learning-Based Accuracy Upgrade of Reduced Order Models in Topology Optimization

Applied sciences, 2021-12, Vol.11 (24), p.12005

2021

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Accelerated topology optimization by means of deep learning

Structural and multidisciplinary optimization, 2020-09, Vol.62 (3), p.1185-1212

2020

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First Level Pre- and Post-Earthquake Building Seismic Assessment Protocol Based on Dynamic Characteristics Extracted In Situ

Infrastructures (Basel), 2022-09, Vol.7 (9), p.115

2022

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Cascade Structural Sizing Optimization with Large Numbers of Design Variables

CivilEng, 2022-09, Vol.3 (3), p.717-733

2022

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Conceptual design of structural systems based on topology optimization and prefabricated components

Computers & structures, 2020-01, Vol.226, p.106136, Article 106136

2020

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Neural Network-Based Prediction: The Case of Reinforced Concrete Members under Simple and Complex Loading

Applied sciences, 2021-06, Vol.11 (11), p.4975

2021

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Innovative Computational Techniques for Multi-Criteria Decision Making, in the Context of Cultural Heritage Structures’ Fire Protection: Theory

Heritage, 2022-09, Vol.5 (3), p.1719-1733

2022

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Artificial Neural Networks Applied in Civil Engineering

A Simple Matlab Code for Material Design Optimization Using Reduced Order Models

Artificial Intelligence (AI) Applied in Civil Engineering

Neural network based prediction schemes of the non-linear seismic response of 3D buildings

MLGen: Generative Design Framework Based on Machine Learning and Topology Optimization

An efficient 3D homogenization-based topology optimization methodology

Multi-Scale Concurrent Topology Optimization Based on BESO, Implemented in MATLAB

Vision Transformer for Flood Detection Using Satellite Images from Sentinel-1 and Sentinel-2

Topology Optimization Based Material Design for 3D Domains Using MATLAB

The MLDAR Model: Machine Learning-Based Denoising of Structural Response Signals Generated by Ambient Vibration

Nonlinear Finite Element Analysis of γ-Graphyne Structures under Shearing

MLPER: A Machine Learning-Based Prediction Model for Building Earthquake Response Using Ambient Vibration Measurements

Reliability-based structural optimization using neural networks and Monte Carlo simulation

NLFEA of Sulfate-Damaged Circular CFT Steel Columns Confined with CFRP Composites and Subjected to Axial and Cyclic Lateral Loads

Topology optimization aided structural design: Interpretation, computational aspects and 3D printing

The environmental and economic impact of structural optimization

Design Aspects of Additive Manufacturing at Microscale: A Review

Enhancing Onshore Wind Tower Foundations: A Comprehensive Automated Design Approach

Deep Learning-Based Accuracy Upgrade of Reduced Order Models in Topology Optimization

Accelerated topology optimization by means of deep learning

First Level Pre- and Post-Earthquake Building Seismic Assessment Protocol Based on Dynamic Characteristics Extracted In Situ

Cascade Structural Sizing Optimization with Large Numbers of Design Variables

Conceptual design of structural systems based on topology optimization and prefabricated components

Neural Network-Based Prediction: The Case of Reinforced Concrete Members under Simple and Complex Loading

Innovative Computational Techniques for Multi-Criteria Decision Making, in the Context of Cultural Heritage Structures’ Fire Protection: Theory

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