Computational intelligence-based models for estimating the fundamental period of infilled reinforced concrete frames
M Mirrashid, H Naderpour - Journal of Building Engineering, 2022 - Elsevier
One of the most important parameters used in the frame design process is the fundamental
period. Numerous relationships are provided in the regulations and articles to determine the …
period. Numerous relationships are provided in the regulations and articles to determine the …
Evaluation of damping modification factors for floor response spectra via machine learning model
In the last few decades, the seismic performance of Non-structural components (NSCs) has
been a subject of extensive research. The dynamic behavior of NSCs, can cause damage to …
been a subject of extensive research. The dynamic behavior of NSCs, can cause damage to …
Artificial neural network-based prediction model of elastic floor response spectra incorporating dynamic primary-secondary structure interaction
ML Annamdasu, SP Challagulla, DPN Kontoni… - Soil Dynamics and …, 2024 - Elsevier
The evaluation of the Floor Response Spectrum (FRS) holds paramount significance in
assessing the seismic behavior of secondary structures. Precise FRS prediction empowers …
assessing the seismic behavior of secondary structures. Precise FRS prediction empowers …
Predicting the maximum seismic response of the soil-pile-superstructure system using random forests
Seismic fragility analysis has been considered an efficient method for seismic performance
assessment of soil-pile-superstructure systems (SPSSs). However, seismic fragility analysis …
assessment of soil-pile-superstructure systems (SPSSs). However, seismic fragility analysis …
Application of metaheuristic algorithms in prediction of earthquake peak ground acceleration
SP Challagulla, AK Suluguru… - The Journal of …, 2023 - Wiley Online Library
The seismic resilience of a structure has been evaluated using peak ground acceleration
(PGA). Ground motion parameters such as source characteristics, local site conditions are …
(PGA). Ground motion parameters such as source characteristics, local site conditions are …
Neural networks-based spring element for second-order analysis of pile-supported structures with nonlinear soil-structure interaction
This paper proposes a novel structural analysis approach, the neural networks-based spring
element (NNSE) method, to synergize machine learning (ML) techniques with the line finite …
element (NNSE) method, to synergize machine learning (ML) techniques with the line finite …
Utilizing Artificial Neural Networks and Random Forests to Forecast the Dynamic Amplification Factors of Non-Structural Components
Soft stories in buildings are well-known to present structural vulnerabilities during seismic
events, and the failure of non-structural components (NSCs) has been evident in past …
events, and the failure of non-structural components (NSCs) has been evident in past …
A Practical Method for Determining Dynamic Characteristics of Buildings Under the Effect of Foundation Rotations
KB Bozdogan, E Keskin, D Ozturk - International Journal of …, 2024 - World Scientific
In multi-storey buildings, unforeseen foundation rotations can change the building's
behavior. Therefore, these effects should be taken into account in the analysis. In the studies …
behavior. Therefore, these effects should be taken into account in the analysis. In the studies …
Seismic response prediction for buildings with sliding live loads using neural networks
The seismic response of primary structures (PS) can be significantly influenced by live loads,
particularly when these loads consist of stacked bodies that are capable of sliding during …
particularly when these loads consist of stacked bodies that are capable of sliding during …
A Method for Determination of Moment Contribution Ratio under Foundation Rotation in Shear Wall-Frame Systems
KB Bozdogan, E Keskin - Buildings, 2024 - mdpi.com
In shear wall-frame systems, the foundation rotation that may occur under the shear walls
changes the displacements and interstory drift ratios and changes the internal force …
changes the displacements and interstory drift ratios and changes the internal force …