Interpretable Machine Learning for Assessing the Cumulative Damage of a Reinforced Concrete Frame Induced by Seismic Sequences

PC Lazaridis, IE Kavvadias, K Demertzis, L Iliadis… - Sustainability, 2023 - mdpi.com
Recently developed Machine Learning (ML) interpretability techniques have the potential to
explain how predictors influence the dependent variable in high-dimensional and non-linear …

[HTML][HTML] Performance of Strengthened Accelerated Oscillator Damper for Vibration Control of Bridges

Q Zhao, Y Tan, M Sun, Y Jiang, P Wang, F Meng, Z Li - Applied Sciences, 2024 - mdpi.com
Vibration control has emerged as a significant concern in civil engineering, aiming to
minimize the displacement and stress exerted on structures during seismic events. The …

[HTML][HTML] Utilizing advanced machine learning approaches to assess the seismic fragility of non-engineered masonry structures

E Harirchian, SEA Hosseini, V Novelli, T Lahmer… - Results in …, 2024 - Elsevier
Seismic fragility assessment provides a substantial tool for assessing the seismic resilience
of these buildings. However, using traditional numerical methods to derive fragility curves …

[HTML][HTML] Special Issue on Advanced Technologies in Seismic Design, Assessment and Retrofitting

K Morfidis, K Kostinakis - Applied Sciences, 2024 - mdpi.com
The seismic design of new structures, as well as the assessment of seismic vulnerability and
the retrofitting or rehabilitation of existing structures, are two important research fields in civil …

Accurate Estimation of Inter-Story Drift Ratio in Multistory Framed Buildings Using a Novel Continuous Beam Model

H Çolak, HT Türker, H Coşkun - Applied Sciences, 2023 - mdpi.com
This study presents a novel method for accurately predicting the dynamic behavior of
multistory frame buildings under earthquake ground motion. The proposed method allows …

[PDF][PDF] Utilizing GIS and GeoAI for Accessibility Analysis of Neighbourhood Parks and Post-Disaster Recovery in McDonough County, Illinois

M Cozzolino - 2024 - researchgate.net
This study examines the application of Geographic Information Systems (GIS) and
Geospatial Artificial Intelligence (GeoAI) to evaluate accessibility to neighborhood parks and …

[PDF][PDF] UNCONVENTIONAL ANALYSIS OF SEISMIC ACTIVITY AND THE LIKELIHOOD OF A SIGNIFICANT SEISMIC PHASE IN ROMANIA STARTING 2024

D Grigore, M Macovei - researchgate.net
Seismic forecasting-an unsolved challenge for science. From the application of
mathematical-statistical methods (Purcaru, 1974, 1979) to increasingly complex analyses …