NHERI Computational Symposium

February 5-7, 2025

List of Presenters


  • Ababio, Godfred: Poster Session, "Sociodemographic Disparities in the Risk Reduction Benefits Derived from Cripple Wall Retrofits in the City of Los Angeles"
  • Abbasi, Diako: Session 4A, "Addressing Gaps in FEMA’s Public Assistance: The Role of Private Insurance and Public-Private Partnerships"
  • Abukassab, Omar: Poster Session, "Regional Seismic Landslide Prediction using XGBoost"
  • Adhikari, Pramodit: Session 7A, "Leveraging Machine Learning and AI for Enhanced Tornado Resilience in Community Infrastructure"
  • Amini, Erfan: Poster Session, "Simulating Climate Change Impacts on Urban Compound Coastal and Pluvial Flooding Using a Street-Scale Hydrodynamic Model"
  • Amini, Mehrshad: Session 8C, "Model-to-data validation of coastal flood damage models for buildings impacted by Hurricane Ian (2022) at Fort Myers Beach, Florida"
  • Amini, Kooshan: Session 9B, "Integrated Framework for Coastal Community Resilience to Storm Events: A Case Study of the Galveston Testbed"
  • Araújo R., Gustavo A.: Session 9C, "GPU-Accelerated Structural Dynamic Analysis with an Unconditionally Stable Explicit Time Integration Scheme and a Preconditioned Conjugate Gradient Solver"
  • Atila, Haimiti: Session 7C, "Metamodeling of Dynamic Nonlinear Systems with Uncertainties Through Graph Neural Networks"
  • Audi, Josette: Poster Session, "Data-Enabled Validation of Regional Hurricane Damage Models with Variance-Based Sensitivity Analysis: A Case Study of Hurricane Ian"
  • Baddipalli, Shivalinga: Session 10A, "Comparison of Detailed and Simplified Seismic Loss Estimate Methodologies and their Sensitivity to Analysis Choices for a Steel Building Inventory"
  • Bangalore Satish, Aakash: Session 10A, "Adaptive Gaussian Process Surrogate Modeling for Efficient Iterative Bayesian Calibration of Expensive Numerical Models"
  • Beck, Abigail: Session 4A, "Equity-Based Retrofitting to Mitigate Outage Impact Risk for Galveston’s Electric Distribution Network"
  • Blagojevic, Nikola: Session 2, "Application Programming Interfaces For Integrating Infrastructure Models Into A Regional System-Of-Interdependent-Systems Disaster Recovery Simulator"
  • Blowes, Kristen: Session 9A, "Using ATC-138 to Inform Functional Recovery Design Provisions"
  • Bonus, Justin: Session 3B, "The SimCenter Multi-Physics Engine for Experimental Facility Digital Twin Deployment, DataDepot Interfaced Surrogate Models with Uncertainty Quantification, and Regional Natural Hazard Recovery Simulations with Multiple Hazards, Multiple Scales, and Multiple Fidelities"
  • Boswell, Hunter: Session 4B, "High Fidelity Direct Numerical Simulations of Intense Wave-Wall Impacts"
  • Braik, Abdullah: Session 3A, "Post-Tornado Automated Building Damage Evaluation and Recovery Prediction by Integrating Remote Sensing, Deep Learning, and Restoration Models"
  • Brandenberg, Scott: Session 10B, "Relational Databases for Accessible, AI-ready Data Dissemination"
  • Burton, Henry: Session 10B, "Multi-Hazard Non-Relational Database for Disaster Impact Predictive Modeling"
  • Burton, Henry: Session 11, "Benchmarking the performance of alternative strategies for gaining computational efficiency in regional seismic risk and resilience assessments"
  • Calana Somoza, Gabriela: Session 4C, "Regional hazard and exposure modeling for wildfire risk assessment"
  • Campos, Richard: Session 2, "Urban Fire and High Wind Impacts on Electrical Distribution Network Performance and Restoration in the Southern Great Plains"
  • Cetinkaya, Mustafa: Poster Session, "Seismic Fragility Analysis and Resilience Assessment of Standard Ordinary Concrete Box Girder Bridges with SMA-Reinforced ECC Columns: In Accordance with Possible Design Scenarios in California"
  • Chen, Mengting: Poster Session, "Spatiotemporal Analysis of Rainfall Erosivity in Oklahoma"
  • Cheng, Minghui: Session 8B, "A framework for managing life-cycle risk of coastal bridge network using digital twin technology"
  • Chern, Chrystal: Poster Session, "Computational Tools for Structural Health Monitoring at Scale"
  • Chu, Xiaolei: Session 4A, "Modeling Collective Emotional Polarization in Response to Hazards"
  • Congdon, Gregory: Poster Session, "Numerical Modelling of a Retrofittted Unreinforced Masonry Shake Test"
  • Cook, Dustin: Session 8C, "NED: A refactored Nonstructural Element Database for performance-based engineering"
  • Coulibaly, Abdoul Aziz Sandotin: Session 7C, "Long Short-Term Memory Networks as Emulators for Nonlinear Structural Dynamic Finite Element (FE) Models"
  • del-Castillo-Negrete, Carlos: Session 10B, "Data-Driven Frameworks for Global Storm Surge Prediction"
  • Dell'Aira, Francesco: Poster Session, "Towards a generalized, scalable framework for effective green stormwater infrastructure implementation based on hydrologic connectivity"
  • Di Bacco, Mario: Session 7C, "Leveraging multi-source data for enhanced flood damage modeling with explicit input uncertainty management"
  • Duarte, Thays: Poster Session, "Error quantification and data requirement for simulation of non-gaussian multivariate wind processes through data-informed stochastic models"
  • Elawady, Amal: Session 3A, "Observations and Analysis of Wind Pressures on Partially Elevated Coastal Buildings: Insights from Field Damage and Wind Tunnel Testing"
  • Elhami-Khorasani, Negar: Session 11, "A Workflow for Evaluating Wildfire Risk in Wildland-Urban Interface Communities"
  • Enderami, Amin: Poster Session, "Measuring Post-Disaster Accessibility to Essential Goods and Services: Proximity, Availability, Adequacy, and Acceptability Dimensions"
  • Enderami, Amin: Session 10C, "Simulating Communities using Hetero-Functional Graph Theory: An Interconnected Model of Physical, Social, Economic and Governance Systems"
  • Eskandarinejad, Alireza: Session 3C, "Multivariate Adaptive Regression Splines Model Predictions for Seismic-Induced Landslide Displacements: A Comparative Study of two input datasets"
  • Esteva, Maria: Session 10B, "What Makes Natural Hazards Data AI-Ready?"
  • Gaire, Prakash: Poster Session, "Effectiveness of Machine Learning Models in Predicting Engineering Demand Parameters Across Diverse Structural Datasets"
  • Galasso, Carmine: Session 9A, "A Probabilistic Framework for Estimating Post-earthquake Building Recovery Time in Regional Risk Assessment"
  • Garcia, Estefan: Session 3C, "Recent Developments in Hazard Modeling from a Particulate Perspective"
  • Gebreyesus, Yosef: Poster Session, "Holistic risk assessment of aging wooden residential buildings subjected to seismic hazards"
  • Geleta, Tsinuel: Session 4B, "The implications of CFD mesh design on building wind loads"
  • Gernay, Thomas: Session 4C, "Advances in modeling of wildfire impacts on reinforced concrete infrastructure"
  • Giardina, Giorgia: Session 8A, "Assessing building damage after the 2021 Nippes earthquake and the 2023 Kahramanmaraş earthquake sequence: a Machine Learning approach using post-event Very High Resolution SAR data"
  • Giardina, Giorgia: Poster Session, "Remote Sensing-based Assessment of Post-Earthquake Building Reconstruction"
  • Gomez, Miguel: Session 8A, "High-resolution risk assessment of railway networks: A case study of the Bay Area Rapid Transit system"
  • Gong, Weibing: Session 3C, "A Framework for Forecasting and Runout Estimation of Regional Co-Seismic Landslides"
  • Gonzalez-Duenas, Catalina: Session 7A, "Role of Mangrove Forests in Housing Infrastructure Resilience During Tropical Storms"
  • Gori, Avantika: Session 9B, "Future shifts in tropical cyclone risks across the US due to storm climatology change and socioeconomic growth"
  • Gower, Trey: Poster Session, "AI-Driven Digital Twins for Multi-Phase Debris Flow Simulation in Natural Disasters"
  • Guerrero-Fernandez, Ernesto: Session 3B, "Modeling Sediment Movement in the Shallow-Water Framework: A Morpho-Hydrodynamic Approach with Numerical Simulations and Experimental Validation"
  • Hamburger, Rachel: Session 3A, "Computer-vision enabled subassembly damage detection from hurricanes using heterogeneous reconnaissance imagery"
  • Harris, Austin: Session 4A, "FLEE: An agent-based modeling framework to understand and improve hurricane evacuations"
  • Hasan, Fuad: Session 7A, "Uncovering Social Inequities in Flood Risk: A Bayesian Network Analysis for Urban Vulnerability"
  • Iqbal, Waqas: Session 3B, "Tsunami regional risk assessment of coastal bridges due to Cascadia Subduction Earthquake"
  • Jayasekara, Jayasekara R.: Session 3B, "Uncertainty Quantification in Tsunami-Driven Debris Damming at Elevated Coastal Structures Using Non-Deterministic Kriging"
  • Jia, Yiming: Session 9B, "Nonstationary joint probability analysis of coastal wind and flood hazards under climate change impact"
  • Jiang, Jieling: Session 3A, "Holistic collapse assessment of envelope and structural systems of high-rise buildings in extreme winds"
  • Jung, WoongHee: Session 7B, "Efficient real-time probabilistic storm surge risk assessment through adaptive multi-fidelity Monte Carlo"
  • K C, Sajan: Poster Session, "Evaluation and Comparison of Bias in Simulated Ground Motions for Moderate Magnitude Earthquakes in Southern California and San Francisco Bay Area"
  • K C, Sajan: Session 8A, "Validating Wharf Damage at Port of Oakland from the 1989 Loma Prieta Earthquake: A Study of Liquefaction Effects Using Earthquake Simulations and Uncertainty Quantification"
  • Kafle, Nischal: Poster Session, "Comparing methodologies to detect trends in extreme rainfall statistics in the Southeastern US"
  • Kareem, Ahsan: Session 4B, "Drone-base Photogrammetry for the simulation of Wind Field and Associated loads on Buildings in Urban Clusters"
  • Karki, Aman: Session 10A, "Influence of Damage Modeling Uncertainty on Assessment of Structural Collapse under Dynamic Earthquake Loading"
  • Kaur, Kiranjot: Session 8A, "Assessing Post-Earthquake Emergency Healthcare Accessibility Considering Damage to Hospital Buildings and Transportation Infrastructure"
  • Khan, Sifat Raihan: Poster Session, "Self-Adaptive Evolutionary Optimization Approach to Enhance CFD Prediction of Wind Pressures on Buildings"
  • Kijewski-Correa, Tracy: Session 10B, "Promoting Data Reuse in Computational Simulation Workflows in Natural Hazards Engineering"
  • Klepac, Steven: Session 2, "BuiLD-FORCE: Building-Level Damage Forecasting of Regional Coastal Events"
  • Ko, Minhyeok: Session 9C, "Deep Learning-based Digital Twin Models for Real-time Monitoring of Onshore Wind Turbines"
  • Koduru, Smitha: Poster Session, "Resilience Metric for Post-Flood Road Network"
  • Kota, Meera L.: Session 3C, "Performing probabilistic liquefaction hazard analysis inside the hazard integral, including impacts of sea level rise"
  • Kourehpaz, Pouria: Session 7A, "Modeling and Computational Challenges in Post-disaster Building Recovery under Multiple Hazard Scenarios"
  • Lee, Ji Yun: Session 4C, "A Stochastic Subset Selection Approach for Efficient Regional Wildfire Risk Assessment"
  • Lee, Jangjae: Poster Session, "An Integrated Model For Predicting Power Outages During Various Types Of Extreme Weather Events In Texas"
  • Lee, Chin-Long: Poster Session, "How to model energy dissipation without using problematic Rayleigh damping?"
  • Li, Bowei: Poster Session, "Hurricane-induced Damage Risk Assessment for Building Envelope Systems: A Real-time Forecast Framework"
  • Li, Bo: Session 10C, "Time-series clustering method reveals key properties of power system resilience curves"
  • Lochhead, Mia: Session 10A, "Enhanced Methods for Residential Building Stock Inventory Development for Seismic Assessment in California"
  • Lucero, Franklin: Poster Session, "Uncertainty Quantification in Seismic-induced Building Debris Tsunami Evacuation"
  • Luo, Ning: Session 2, "Coupled CFD-DEM Modelling of Bio-stabilized Coastal Sand Dunes in Storm Surge"
  • Lynett, Patrick: Session 3B, "WebGPU for Coastal Hazards: Making State-of-the-Art Available to All"
  • Ma, Junwei: Session 8B, "Non-locality and Spillover Effects of Residential Flood Damage on Community Recovery: Insights from High-resolution Flood Claim and Mobility Data"
  • Macedo, Jorge: Session 3C, "On the potential of physics informed neural networks for geotechnical earthquake engineering"
  • Macedo, Jorge: Poster Session, "Leveraging Machine Learning and HPC for assessing penetration data"
  • Madbhavi, Rahul: Poster Session, "Disruption Propagation in Interdependent Infrastructures: A Heterofunctional Graph Theoretic Approach"
  • Malik, Faisal Nissar: Session 9C, "RTHS of a 3 story MRF-DBF frame with soil-structure interaction using neural networks"
  • Manheim, Derek: Session 2, "A Regional Scale Markov State Transition Modeling Framework for Prediction of Post-Disaster Mental Health Impacts in Disadvantaged Communities"
  • Maple, Margit: Session 9C, "Validated numerical modeling of coastal groundwater variability and response to tides and sea level rise at Cardiff State Beach"
  • Martí, Andrea: Session 10C, "Optimization of Complex Interdependent Systems during Wildfire Response"
  • Masters, Forrest: Session 1, "Fading the line between simulation and reality through innovation in field observations in extreme storms and wind tunnel technology"
  • Meiler, Simona: Session 7C, "From Uncertainty Toward Action: Climate Risk Modeling and Robust Decision-Making Under Uncertainty"
  • Melaku, Abiy: Session 4B, "Towards developing a comprehensive aerodynamic database for low-rise buildings using CFD: validation against wind tunnel data"
  • Meng, Shiwei: Session 9B, "Multi-level Probabilistic Resilience Assessment for Bridges under Hurricanes"
  • Meselhe, Amina: Session 2, "Connectivity and Coastal Infrastructure Performance Following a Cascadia Subduction Zone Multi-Hazard Event"
  • Mirghafouri, Seyedalireza: Session 3B, "Integrating Experimental Data and Numerical Modeling to Address Tsunami-induced Scour and Structural Response"
  • Miura, Yuki: Session 9B, "Identifying, measuring, and managing socioeconomic impacts of floods amid climate change"
  • Mivehchi, Maziar: Session 3C, "Application of Machine Learning Algorithms in Calibrating Plasticity Models for Liquefiable Geosystems"
  • Monavarian, Alireza: Poster Session, "SWMM-TK: an open-source toolkit for enhancing stormwater infrastructure resilience under increased flooding risk"
  • Mongold, Emily: Session 2, "Combining exposure data and vulnerability models for regional multi-hazard risk assessment"
  • Moran, Cristian: Poster Session, "X2Sim: Rapid digital twin creation from text and videos for natural hazard modeling"
  • Mozumder, Pallab: Poster Session, "Developing a Composite Index to Measure Health Disparity to Hydroclimatic Disasters in U.S. Coastal Areas"
  • Murphy, Jacob: Poster Session, "Machine Learning for Improved Landslide Susceptibility Analysis with Limited Data"
  • Naeimi, Sina: Session 10C, "Integration of REWET into R2D Tool, Alameda Case Study"
  • Nakamura, Emily: Poster Session, "Development of a Parametrized Fragility Database for Performance-Based Structural Fire Engineering"
  • Ni, Xuechen: Poster Session, "Assessing Transportation System Resilience for Coastal Testbeds under Hurricane-Induced Storm Surge"
  • Oh, Sebin: Session 8C, "Collective Behaviors and Phase Transitions in Regional Seismic Risk Metrics"
  • Okonkwo, Chukwuma: Poster Session, "Understanding HVSR Curve Characteristics for Site Characterization using AutoEncoders"
  • Opabola, Eyitayo: Session 8A, "Dynamic risk modeling of civil infrastructure systems susceptible to multihazard impact"
  • Padgett, Jamie: Session 5, "Smart and equitable models for quantifying multi-hazard risk and resilience of infrastructure"
  • Pajaro Miranda, Cesar: Session 3C, "Validation of hybrid broadband ground-motion simulation for large-magnitude earthquakes in New Zealand"
  • Pakzad, Amin: Poster Session, "High-Fidelity Dynamic Analysis of Pile Foundations: A Step-by-Step Procedure with Emphasis on Realistic Modeling and High-Performance Computing"
  • Perez, Claudio: Poster Session, "Recent Advances in the Nonlinear Simulation of Beam-Columns: Mathematical Foundations and OpenSees Implementations"
  • Pervaiz, Fahad: Session 4B, "Assessing Hydrodynamic Impact of Debris Accumulation on Bridges Using Computational Fluid Dynamics Modeling"
  • Pham, Huy: Poster Session, "Inverse Design of Seismically Isolated Steel Structural Systems for Functional Recovery"
  • Porada, Maria: Session 4A, "Modeling Household Decision-Making for Structural Retrofit Processes"
  • Poudel, Himamshu: Session 3A, "Fragility Analysis of Transmission Towers through Physics-Based Modeling of Tornado-Induced Wind and Debris Impact Loads"
  • Raman, Rahul: Poster Session, "Detailed finite element modeling of URM Walls retrofitted with steel strongbacks "
  • Ray, Tathagata: Poster Session, "Floor-isolation for mitigation of non-structural damage and human injury"
  • Renteria, Willington: Poster Session, "CelerisAi: A Python-Taichi-Based Nearshore Wave Modeling Framework for Integrated AI Applications"
  • Rezaei, Mohammad: Poster Session, "Creating a San Diego County Regional Hazard Risk Assessment with the R2D Tool: Challenges and Opportunities for Mitigation Planning"
  • Rezaie, Ali: Session 7B, "Introducing coastal ecosystems in flood risk models for valuing nature-based solutions for coastal resilience and climate adaptation"
  • Ricles, James: Session 9C, "Neural network aided real-time model updating of digital twins in Real-Time Hybrid Simulations"
  • Rincon, Raul: Session 7A, "Resilience Assessment of Networked Systems Through Model Integration and Model Interoperability"
  • Roueche, David: Session 2, "Improving the Predictability of Building-Scale Wind Performance Coupling Physics-Based and Machine Learning Approaches"
  • Russin, Emma: Session 10C, "Synthesizing drinking water distribution networks based on readily available data "
  • Safari, Safoura: Session 8B, "EV Charging Station Accessibility and Usage During Extreme Weather Events: Insights from Hurricane Beryl"
  • Sanad, Abdel-Aziz: Session 3A, "Towards Efficient Surrogate Models for Wind Fragility in Transmission Tower Damage Assessment"
  • Sanderson, Dylan: Session 8B, "Preparing for future hazards amplified by sea-level rise: Considering impacts to infrastructure and intelligent agents"
  • Sanon, Christina: Session 2, "Building Damage Assessment and Retrofitting Prioritization in Massachusetts Using High Resolution Site Characterization Map"
  • Santos Cruz, Armando Ulises: Session 7B, "Efficient Coastal Flood-Inundation Mapping Using Machine Learning-Enhanced Static Model"
  • Scorzini, Anna Rita: Session 3B, "Machine learning for enhancing tsunami damage assessment in coastal areas: insights from the 2011 Great East Japan event"
  • Selamet, Serdar: Poster Session, "Structural Fire Analysis using OpenSeesPy"
  • Shaik, Riyaaz: Session 4C, "Developing a Fire Vulnerability Rating for Buildings in the Wildland-Urban Interface using High-Resolution Satellite Data and Interpretable Machine Learning"
  • Shams, Rashid: Poster Session, "Sub-Basins and Spatial Distribution of Ground Motion Amplification in the Southern California Region"
  • Shams, Rashid: Session 3C, "A Causal Perspective on Basin Effects"
  • Sharma, Neetesh: Session 10C, "Generating Synthetic Power Distribution Inventory for Regional Risk Assessment"
  • Shi, Shitao: Session 9C, "Innovative Research Workflow for Seismic Design and Performance Assessment Using HPC and DesignSafe CI for Enhanced Accuracy and Efficiency"
  • Shrivastava, Shivam: Session 8C, "Post-Disaster Damage Assessment from High-Resolution Satellite Imagery using D-LinkNet with Hierarchical Transformer Difference Blocks"
  • Simbort Zeballos, Enrique Gerardo: Poster Session, "Model Updating of Dam-Water-Foundation Rock System Applied to Pine Flat Concrete Gravity Dam"
  • Singh, Rohit Ranjan: Session 9A, "Quantification of Resilience Using Resilience Deficit Index"
  • Spacone, Enrico: Poster Session, "Hybrid GFRP/Steel dissipative connecition: a numerical validation study"
  • Spence, Seymour M.J.: Session 7C, "Metamodeling of High-Dimensional Nonlinear Stochastic Systems through Autoencoders and LSTM Networks"
  • Stavridis, Andreas: Session 8A, "Shakemaps for the 2015 Gorkha Earthquake in Nepal using Finite Element Analyses of Surveyed Buildings"
  • Subgranon, Arthriya: Session 3A, "Evaluating data requirements for calibration of stochastic wind models with a focus on extreme responses"
  • Sun, Chao: Session 4B, "Quantifying Combined Wind-wave Loads on Offshore Wind Turbines"
  • Tackie-Otoo, Nii Otu: Session 8C, "Hurricane Wind Loss Modeling Using Insurance Claims Data"
  • Taflanidis, Alexandros: Session 7B, "Regional risk estimation using Gaussian Process metamodeling: application to storm-surge hazard"
  • Tahmasbi, Behnam: Session 4C, "The Role of Social Networks in Shaping Evacuation Behavior: A Case Study of the 2018 Campfire in Paradise, California"
  • Tatum, Garrett: Session 8C, "Capturing Wood Rot Implications for Community Resilience through Multi-scale Modeling"
  • Tien, Iris: Session 2, "Predicting impacts of flooding on water distribution systems considering sea level rise and population effects"
  • Toofani Movaghar, Parisa: Session 7B, "Computationally Efficient Regional Hazard Response Prediction Leveraging Sparse Graph Neural Networks"
  • Tseng, Ting-Hsiang: Session 9A, "Simulating the socio-technical interactions for community disaster recovery"
  • Tüfekci, Göktuğ: Poster Session, "Dynamic interaction effects in the vertical response of primary and secondary systems"
  • Vasleth, Eirik: Session 8B, "Development of A Combined Hurricane Storm Surge and River Runoff Model for the Texas Coast to understand transitional zones"
  • Vora, Tanmay: Session 4C, "Transport of Firebrands using an Eulerian Multiphase Approach to model simulations at Community Level"
  • Vyas, Piyush: Session 10B, "Relational Database for Analyzing Biocemented Sand in Seismic Mitigation"
  • Wang, Yi Victor: Poster Session, "Simulation for Verifying Empirical Predictive Models for Social Vulnerability"
  • Wang, Haizhong: Session 4C, "Human-centered Computational Approach to Social-technical Wildfire Resilience Research"
  • Wang, Wanting (Lisa): Session 7A, "Physical-Social Community Resilience Simulation and Validation via Longitudinal Tornado Reconnaissance Studies"
  • Wang, Jingya: Session 4A, "Comprehending Regional Risk Analysis: Integrating Dynamic Building Inventory into a Multi-stakeholder Decision-making Framework"
  • Wang, Haifeng: Poster Session, "Vision-Based Motion Measurement: A Gaussian Splatting Approach"
  • Wang, Lei: Session 8B, "Robust design of earthen levees in the face of flood hazards"
  • Wei, Yong: Session 3B, "Improving hazard assessments across the Pacific Northwest using high-performance simulations of time-dependent 3D earthquakes and tsunamis"
  • Wu, Teng: Session 9B, "Knowledge-Enhanced Deep Learning for Hurricane Track Synthesis under Changing Climate"
  • Wu, Chenhao: Session 10A, "Functional Recovery of Bridge Networks: Framework Development and Implementation"
  • Yan, Grace: Session 3A, "Applying the Coupled CM1 and CFD Simulation Approach to Simulate Tornado-Community Interaction"
  • Yen, Chu-Han (Clifford): Session 9C, "Hercules 2.0: A Powerful Regional Earthquake Simulator with Expanded Capabilities"
  • Yi, Sang-ri: Session 9A, "How to create useful and usable surrogate models for earthquake engineering – status quo, limitations, and opportunities"
  • Yilmaz, Zafer: Session 4C, "RoofSense: An AI-Based Algorithm for Mapping Roof Types Using High-Resolution Satellite Data"
  • Zaker Esteghamati, Mohsen: Poster Session, "How well can design-oriented machine learning models capture different performance-based earthquake engineering outputs? "
  • Zehsaz, Sonia: Poster Session, "Probabilistic Seismic Demand Models for Aging Bridges: A Machine Learning Perspective"
  • Zhang, Jize: Session 7B, "Surge-NF: Neural Fields inspired peak storm surge surrogate modeling with multi-task learning and positional encoding"
  • Zhu, Tinger: Session 4A, "Comparative analysis of macroeconomic models for indirect impacts of disasters"
  • Zsarnóczay, Adam: Session 10A, "Modeling residual drifts: Recent improvements, challenges and opportunities"