Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals

Simplified Life Cycle Cost Estimation of Low-Rise Steel Buildings Using Fundamental Period

(2023) Mohamed Noureldin et al.   Sustainability

Machine learning-based seismic assessment of framed structures with soil-structure interaction

(2023) Mohamed Noureldin et al.   Frontiers of Structural and Civil Engineering

The Effect of Soil-Structure Interaction on the Seismic Response of Structures Using Machine Learning, Finite Element Modeling and ASCE 7-16 Methods

(2023) Tabish Ali et al.   SENSORS

Multicategory damage detection and safety assessment of post‐earthquake reinforced concrete structures using deep learning

(2022) Dujian Zou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A machine learning procedure for seismic qualitative assessment and design of structures considering safety and serviceability

(2022) Mohamed Noureldin et al.   Journal of Building Engineering

Uncertainty Handling in Structural Damage Detection via Non-Probabilistic Meta-Models and Interval Mathematics, a Data-Analytics Approach

(2021) Ramin Ghiasi et al.   Applied Sciences-Basel

Characterization of local and global capacity criteria for collapse assessment of code-conforming RC buildings

(2021) Danilo D’Angela et al.   Bulletin of Earthquake Engineering

Optimum distribution of seismic energy dissipation devices using neural network and fuzzy inference system

(2021) M. Noureldin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Bayesian‐optimized unsupervised learning approach for structural damage detection

(2021) Kareem A. Eltouny et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Performance-based seismic retrofit of RC structures using concentric braced frames equipped with friction dampers and disc springs

(2021) Mohamed Noureldin et al.   ENGINEERING STRUCTURES

Machine-learning interpretability techniques for seismic performance assessment of infrastructure systems

(2021) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Probabilistic evaluation of seismic responses using deep learning method

(2020) Taeyong Kim et al.   STRUCTURAL SAFETY

Parameterized seismic life-cycle cost evaluation method for building structures

(2020) Mohamed Noureldin et al.   Structure and Infrastructure Engineering

Artificial neural networks in structural dynamics: A new modular radial basis function approach vs. convolutional and feedforward topologies

(2020) Marcus Stoffel et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

(2020) Yazhou Xie et al.   EARTHQUAKE SPECTRA

Real‐time regional seismic damage assessment framework based on long short‐term memory neural network

(2020) Yongjia Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Seismic Retrofit of Framed Buildings Using Self-Centering PC Frames

(2020) Mohamed Nour Eldin et al.   JOURNAL OF STRUCTURAL ENGINEERING

Machine learning applications for building structural design and performance assessment: State-of-the-art review

(2020) Han Sun et al.   Journal of Building Engineering

Deep learning-based classification of earthquake-impacted buildings using textual damage descriptions

(2019) Sujith Mangalathu et al.   International Journal of Disaster Risk Reduction

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

Deep long short-term memory networks for nonlinear structural seismic response prediction

(2019) Ruiyang Zhang et al.   COMPUTERS & STRUCTURES

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Neural Network-Based Uncertainty Quantification: A Survey of Methodologies and Applications

(2018) H. M. Dipu Kabir et al.   IEEE Access

Deep Convolutional Neural Network for Structural Dynamic Response Estimation and System Identification

(2018) Rih-Teng Wu et al.   JOURNAL OF ENGINEERING MECHANICS

Response prediction of nonlinear hysteretic systems by deep neural networks

(2018) Taeyong Kim et al.   NEURAL NETWORKS

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

Prediction of Maximum Story Drift of MDOF Structures under Simulated Wind Loads Using Artificial Neural Networks

(2017) Omar Payán-Serrano et al.   Applied Sciences-Basel

Ground Motion Prediction Equation Development by Heterogeneous Bayesian Learning

(2016) He-Qing Mu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

(2015) Alex Goldstein et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Probabilistic Assessment of Civil Infrastructure Resilience to Earthquakes

(2014) Paolo Franchin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

The impact of modelling uncertainties on the seismic performance assessment of reinforced concrete frame buildings

(2013) D. Celarec et al.   ENGINEERING STRUCTURES

Life-cycle cost assessment of RC and ECC frames using structural optimization

(2012) Bora Gencturk   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

OpenSees: A Framework for Earthquake Engineering Simulation

(2011) Frank McKenna   COMPUTING IN SCIENCE & ENGINEERING

Seismic Performance Evaluation of Facilities: Methodology and Implementation

(2009) T. Y. Yang et al.   JOURNAL OF STRUCTURAL ENGINEERING