System-Based Resilience Assessment of Networked Transportation Systems in Metropolitan Areas: Case of Greater Los Angeles. - Eyuphan Koc; Barbaros Cetiner; Ellen Jisu Lee; Lucio Soibelman; Ertugrul Taciroglu; Anya Nutakki (EG-ICE, 2018)

Building Information Modeling and Classification by Visual Learning At A City Scale. - Qian Yu; Chaofeng Wang; Barbaros Cetiner; Stella X. Yu; Frank McKenna; Ertugrul Taciroglu; Kincho H. Law (CoRR, 2019)

CRAFT: Comprehensive Resilience Assessment Framework for Transportation Systems in Urban Areas. - Eyuphan Koc; Barbaros Cetiner; Adam Rose; Lucio Soibelman; Ertugrul Taciroglu; Dan Wei (Adv. Eng. Informatics, 2020)

Real-time regional seismic damage assessment framework based on long short-term memory neural network. - Yongjia Xu; Xinzheng Lu 001; Barbaros Cetiner; Ertugrul Taciroglu (Comput. Aided Civ. Infrastructure Eng., 2021)

Classification of Soft-Story Buildings Using Deep Learning with Density Features Extracted from 3D Point Clouds. - Peng-Yu Chen; Zheng Yi Wu; Ertugrul Taciroglu (J. Comput. Civ. Eng., 2021)

Microstructural evaluation and recommendations for face masks in community use to reduce the transmission of respiratory infectious diseases. - Alp Karakoç; Arttu Miettinen; Emrah Sözümert; Llion Evans; Hüseyin Yigitler; Basak Bostanci; Ertugrul Taciroglu; Riku Jäntti (Comput. Methods Programs Biomed., 2022)

Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping. - Mohammad Hesam Soleimani-Babakamali; Roksana Soleimani-Babakamali; Kourosh Nasrollahzadeh; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu (CoRR, 2022)

Identification of Nonlinear Soil Properties from Downhole Array Data Using a Bayesian Model Updating Approach. - Farid Ghahari; Fariba Abazarsa; Hamed Ebrahimian; Wenyang Zhang; Pedro Arduino; Ertugrul Taciroglu (Sensors, 2022)

Bridge Digital Twinning Using an Output-Only Bayesian Model Updating Method and Recorded Seismic Measurements. - Farid Ghahari; Niloofar Malekghaini; Hamed Ebrahimian; Ertugrul Taciroglu (Sensors, 2022)

Sustainable Earthquake Resilience with the Versatile Shape Memory Alloy (SMA)-Based Superelasticity-Assisted Slider. - Peyman Narjabadifam; Mohammad N. Noori; Ertugrul Taciroglu; Jian Zhang 041; Behrokh Khoshnevis; Donatello Cardone; Dipanjan Basu; Tao Wang; Eltahry Elghandour; Ehsan Noroozinejad Farsangi; Reza Lotfi; Mahdi Chavoshi; et al. (Sensors, 2022)

A Bibliometric Analysis of Artificial Intelligence-Based Solutions to Challenges in Wildfire Fuel Mapping. - Riyaaz Uddien Shaik; Mohamad Alipour; Ertugrul Taciroglu (IGARSS, 2023)

Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN). - Debasish Jana; Sven Malama; Sriram Narasimhan; Ertugrul Taciroglu (CoRR, 2023)

Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. - Ozer Can Devecioglu; Serkan Kiranyaz; Amer Elhmes; Sadok Sassi; Turker Ince; Onur Avci; Mohammad Hesam Soleimani-Babakamali; Ertugrul Taciroglu; Moncef Gabbouj (CoRR, 2023)

Automatic Roof Type Classification Through Machine Learning for Regional Wind Risk Assessment. - Shuochuan Meng; Mohammad Hesam Soleimani-Babakamali; Ertugrul Taciroglu (CoRR, 2023)

Nonlinear Time-History Analysis of Soil-Structure Systems Incorporating Frequency-Dependent Impedance Functions. - S. Farid Ghahari; Alborz Ghofrani; Jian Zhang 041; Ertugrul Taciroglu (CoRR, 2023)

Estimation of Downed Woody Time-Lag Fuel Loadings with Multimodal Remote Sensing Data and Ensemble Machine Learning Regression Model. - Riyaaz Uddien Shaik; Mohamad Alipour; Eric Rowell; Bharathan Balaji; Adam C. Watts; Ertugrul Taciroglu (IGARSS, 2024)

Integrating vision and lidar based hyperlocal metadata for optimal capacity expansion planning in hillside road networks. - Sven Malama; Debasish Jana; Sriram Narasimhan; Ertugrul Taciroglu (Adv. Eng. Informatics, 2024)

High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. - Ozer Can Devecioglu; Serkan Kiranyaz; Zafer Yilmaz; Onur Avci; Moncef Gabbouj; Ertugrul Taciroglu (CoRR, 2024)

Computer vision tools for early post-disaster assessment: Enhancing generalizability. - Rojiar Soleimani; Mohammad Hesam Soleimani-Babakamali; Shuochuan Meng; Onur Avci; Ertugrul Taciroglu (Eng. Appl. Artif. Intell., 2024)

Prior knowledge-infused neural network for efficient performance assessment of structures through few-shot incremental learning. - Shizhi Chen; De-Cheng Feng; Ertugrul Taciroglu (Comput. Aided Civ. Infrastructure Eng., 2024)

Quantitative multi-index residual capacities assessment of structural components through deep-learning-based image processing: A proof-of-concept study on masonry walls. - Wen-Zheng Cai; Shizhi Chen; De-Cheng Feng; Ertugrul Taciroglu (Adv. Eng. Informatics, 2025)

FUELVISION: A multimodal data fusion and multimodel ensemble algorithm for wildfire fuels mapping. - Riyaaz Uddien Shaik; Mohamad Alipour; Eric Rowell; Bharathan Balaji; Adam C. Watts; Ertugrul Taciroglu (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Multi-Source Transfer Learning for zero-shot Structural Damage Detection. - Mohammad Hesam Soleimani-Babakamali; Roksana Soleimani-Babakamali; Arash Kashfi-Yeganeh; Kourosh Nasrollahzadeh; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu (Appl. Soft Comput., 2025)

Transforming regression to classification for enhancing extrapolation capacity of data-driven structural behavior prediction. - Shi-Zhi Chen; Xiang-Yu Wang; Xin-Rui Ma; Tao Wang 131; Mohammad Askari; Ertugrul Taciroglu (Expert Syst. Appl., 2025)

Risk-Optimal and Equitable Retrofitting Strategy Using a Siamese Graph Neural Network for Earthquake-Induced Landslide Hazards. - Sven Malama; Debasish Jana; Sriram Narasimhan; Ertugrul Taciroglu (J. Comput. Civ. Eng., 2025)

Remote Sensing and Mapping of Fine Woody Carbon With Satellite Imagery and Super Learner. - Riyaaz Uddien Shaik; Mohamad Alipour; Eric Rowell; Adam C. Watts; Christopher W. Woodall; Ertugrul Taciroglu (IEEE Geosci. Remote. Sens. Lett., 2025)

Improving wildfire resilience of road networks through generative models. - Debasish Jana; Sven Malama; Fernando Szasdi Bardales; Riyaaz Uddien Shaik; Sriram Narasimhan; Negar Elhami-Khorasani; Ertugrul Taciroglu (Reliab. Eng. Syst. Saf., 2025)

Structural Vibration Monitoring with Diffractive Optical Processors. - Yuntian Wang; Zafer Yilmaz; Yuhang Li; Edward Liu; Eric Ahlberg; Farid Ghahari; Ertugrul Taciroglu; Aydogan Ozcan (CoRR, 2025)