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2022 Annual Modeling and Simulation Conference (ANNSIM)

July 18 2022 to July 20 2022

San Diego, CA, USA

ISBN: 978-1-71-385288-9

Table of Contents

Front MatterFreely available from IEEE.pp. i-iii
Composing Modeling And Simulation With Machine Learning In JuliaFull-text access may be available. Sign in or learn about subscription options.pp. 1-17
by Chris Rackauckas, Maja Gwozdz, Anand Jain, Yingbo Ma, Francesco Martinuzzi, Utkarsh Rajput, Elliot Saba, Viral B. Shah, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Avik Pal, Chris Laughman
Taxonomy, Tools, And A Framework For Combining Simulation Models With AI/ML ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 18-29
by Vijay Gehlot, Peter Rokowski, Elliot B. Sloane, Nilmini Wickramasinghe
Devs Model Construction As A Reinforcement Learning ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 30-41
by Istvan David, Eugene Syriani
Automated Generation of Patient Population for Discrete-Event Simulation Using Process MiningFull-text access may be available. Sign in or learn about subscription options.pp. 42-53
by Jules Le Lay, Julia Neveu, Benjamin Dalmas, Vincent Augusto
Automated Model Discovery For Steering Behavior SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 54-65
by Hai Le, Xiaolin Hu
On The Modeling Of P2P Systems as Temporal Networks: a Case Study With Data StreamingFull-text access may be available. Sign in or learn about subscription options.pp. 66-77
by Luca Serena, Mirko Zichichi, Gabriele D’Angelo, Stefano Ferretti
Knowledge Structures Over Simulation UnitsFull-text access may be available. Sign in or learn about subscription options.pp. 78-89
by Eduard Kamburjan, Einar Broch Johnsen
A New Modeling Framework For Cyber-Physical And Human SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 90-101
by Milad Poursoltan, Nathalie Pinède, Bruno Vallespir, Mamadou Kaba Traore
Integration Of The Mape-K Loop In Digital TwinsFull-text access may be available. Sign in or learn about subscription options.pp. 102-113
by Hao Feng, Cláudio Gomes, Santiago Gil, Peter H. Mikkelsen, Daniella Tola, Peter Gorm Larsen, Michael Sandberg
The Modular Design Evaluation Model: Support For Decision-Making In Cyber-Physical Systems DesignFull-text access may be available. Sign in or learn about subscription options.pp. 114-125
by Marina Rantanen-Modéer
A Digital Twin Based Approach For Ensuring Business Continuity Plan And Safe Return To WorkplaceFull-text access may be available. Sign in or learn about subscription options.pp. 126-139
by Souvik Barat, Dushyanthi Mulpuru, Abhishek Yadav, Anwesha Basu, Vinay Kulkarni, Savitha Samudrala, Avinash Bhide, Prabha Thomas, Keerthi Krishna, Arun Yadav, Abhijit Mazumder
Model And Evaluation Of A Superconducting-Logic Based Hybrid CPU-Accelerator SystemFull-text access may be available. Sign in or learn about subscription options.pp. 140-151
by Meenatchi Jagasivamani, Christine Fong, Kenneth Goodnow, Robert Voigt
The Effects of Numerical Precision In Scientific ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 152-163
by Raul Murillo, Alberto A. Del Barrio, Guillermo Botella
Encoding Protest Duration In An Agent-Based Model As Characteristic Phase TransitionsFull-text access may be available. Sign in or learn about subscription options.pp. 164-175
by Brian J. Goode, Bianica Pires
Toward A Movement Paradigm For Artificial Human AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 176-187
by Thomas Clemen, Nima Ahmady-Moghaddam, Daniel Glake, Ulfia A. Lenfers, Florian Ocker, Daniel Osterholz, Jonathan Ströbele
How Can We Provide Better Simulation-Based Policy Support?Full-text access may be available. Sign in or learn about subscription options.pp. 188-198
by Andreas Tolk, Thomas Clemen, Nigel Gilbert, Charles M. Macal
Using Generative Adversarial Networks to Assist Synthetic Population Creation for SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Srihan Kotnana, David Han, Taylor Anderson, Andreas Züfle, Hamdi Kavak
Validation Of EPSim - An Embedded Platform Simulator For Control-Embedded Co-DesignFull-text access may be available. Sign in or learn about subscription options.pp. 211-222
by Ken Vanherpen, Paul De Meulenaere, Yon Vanommeslaeghe, Davy Maes
A MSaaS Platform for Business Process Modeling & SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 223-234
by Paolo Bocciarelli, Andrea D’Ambrogio, Matteo Maria Emanuele Cialei
LUUNU — Blockchain, MISP, Model Cards and Federated Learning Enabled Cyber Threat Intelligence Sharing PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 235-245
by Eranga Bandara, Sachin Shetty, Ravi Mukkamala, Abdul Rahaman, Xueping Liang
Adversarial Machine Learning Using Convolutional Neural Network With ImagenetFull-text access may be available. Sign in or learn about subscription options.pp. 246-257
by Utsab Khakurel, Danda B. Rawat
Analysis Of The Impact Of Cyber Attack On Semiconductor Manufacturing Energy QuantificationFull-text access may be available. Sign in or learn about subscription options.pp. 258-269
by Busra Ezici, Paulo Costa, Jie Xu
Synthesizing Diagnostic Burn Images For Deep Learning ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 270-281
by Bernhard Schenkenfelder, Sophie Kaltenleithner, Bertram Sabrowsky-Hirsch, Christoph Klug, David B. Lumenta, Josef Scharinger
Implementation Of A Dynamic And Extensible Mechanical Ventilator Model For Real-Time Physiological SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 282-293
by Jeffrey B. Webb, Aaron Bray, Harald Scheirich, Joseph VanPelt, Rachel B. Clipp, Justina Gerard, Stefan Frembgen
Time- And Frequency-Based Independent Evaluation Of QRST Cancellation Techniques For Single-Lead Electrocardiograms During Atrial FibrillationFull-text access may be available. Sign in or learn about subscription options.pp. 294-304
by Nicholas F. Price, Omer Berenfeld, Vijay Devabhaktuni, Makarand Deo
Interactive Hemodynamic Simulation Model of A Cross-Scale Cardiovascular SystemFull-text access may be available. Sign in or learn about subscription options.pp. 305-316
by Sarah Hofmann, Andreas Müller, Sebastian von Mammen
Multi-Modality Breast MRI Segmentation Using NNU-NET For Preoperative Planning Of Robotic Surgery NavigationFull-text access may be available. Sign in or learn about subscription options.pp. 317-328
by Motaz Alqaoud, John Plemmons, Eric Feliberti, Krishnanand Kaipa, Siqin Dong, Gabor Fichtinger, Yiming Xiao, Michel Audette
Extensive Simulation Of Human-Robot Interaction For Critical Care TelemedicineFull-text access may be available. Sign in or learn about subscription options.pp. 329-340
by Inki Kim, Anthony Nepomuceno, Shandra Jamison, Jon Michel, Thenkurussi Kesavadas
Modeling Cardiac Cell Biophysics Using Long-Short-Term Memory NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 341-350
by Bruna Gonçalves, Makarand Deo
Simulation-Based Framework To Develop A Control System For Functional Electrical StimulationFull-text access may be available. Sign in or learn about subscription options.pp. 351-360
by Minsik Hong, Brady A. Hasse, Andrew J. Fuglevand, Jerzy W. Rozenblit
Fall Detection Using Self-Supervised Pre-Training ModelFull-text access may be available. Sign in or learn about subscription options.pp. 361-371
by Haben Yhdego, Michel Audette, Christopher Paolini
Context-Aware Security Modes For Medical DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 372-382
by Michael Riegler, Johannes Sametinger, Jerzy W. Rozenblit
Integrative Physiology-Coupled Pilot-Centered Flight SimulationFull-text access may be available. Sign in or learn about subscription options.pp. 383-391
by Shawn Harrison, Anna Bulysheva, Brett Newman, Michelle Audette, Rachel Clipp, Jeff Webb, Marsha Mitchum
Fully Automated Conversion Of Glioma Clinical MRI Scans Into A 3D Virtual Reality Model For Presurgical PlanningFull-text access may be available. Sign in or learn about subscription options.pp. 392-403
by Nick Tucker, Bradley P. Sutton, Chase Duncan, Colin Lu, Sanmi Koyejo, Andrew J. Tsung, Jane Maksimovic, Tate Ralph, Sister M. Pieta, Matthew T. Bramlet
Data Assimilation For Simulation-Based Real-Time Prediction/AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 404-415
by Xiaolin Hu
ESS: EMF-Based Simulation Specification, A Domain-Specific Language For Model Validation ExperimentsFull-text access may be available. Sign in or learn about subscription options.pp. 416-427
by Joost Mertens, Joachim Denil
A Quantized State Integrator With Second Order Errors Over Monotonic SegmentsFull-text access may be available. Sign in or learn about subscription options.pp. 428-436
by Rasika Mahawattege, James Nutaro
Model And Simulation Scalability Traits For Interaction (Nexus) Modeling Of Water And Energy SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 437-448
by Mostafa D. Fard, Hessam S. Sarjoughian
Geographical Sevird Covid-19 Model With Travel RestrictionsFull-text access may be available. Sign in or learn about subscription options.pp. 449-460
by Cristina Ruiz Martin, Nirmal Patel, Gabriel Wainer
Multi-Paradigm Modelling For Model Based Systems Engineering: Extending The FTG + PMFull-text access may be available. Sign in or learn about subscription options.pp. 461-474
by Randy Paredis, Joeri Exelmans, Hans Vangheluwe
A Novel Multi-Criteria Workflow Based on Reverse Solar Envelopes for the Design of Residential ClustersFull-text access may be available. Sign in or learn about subscription options.pp. 475-486
by Abel Sepúlveda, Francesco De Luca
Optimization-Based Design Exploration of the Mutual Influence Between Building Massing and Façade DesignFull-text access may be available. Sign in or learn about subscription options.pp. 487-499
by Xuehan Liu, Likai Wang, Guohua Ji
Infomorphism: Urban Planning For Renewable Energy Integration Via Simulated Energy Exchange NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 500-511
by Fengqi Li, Alexandros Tsamis, Kristen R. Schell
A Novel Gan-Based Method For Building Surface Wind Pressure PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 512-522
by Lin Sun, Shuqi Cao, Likai Wang, Guohua Ji
How The Urban Microclimate And Outdoor Thermal Comfort Can Affect Intra-City Mobility Patterns: Evidence From New York CityFull-text access may be available. Sign in or learn about subscription options.pp. 523-536
by Yang Yang, Desai Wang, Timur Dogan
Sketch To Build: An Intuitive Design Platform For Sustainable Housing ComplexesFull-text access may be available. Sign in or learn about subscription options.pp. 537-548
by ZhongMing Peter Zhang, Taro Narahara
Exploring Spatial Patterns In Sustainable Integrated Districts: A Methodology For Early-Phase Urban Network AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 549-558
by Anjanaa Devi Srikanth, Srilalitha Gopalakrishnan, Chirag Hablani, Thomas Schroepfer
Determining Critical Points To Control Electric Lighting To Meet Circadian Lighting Requirements And Minimize Energy UseFull-text access may be available. Sign in or learn about subscription options.pp. 559-568
by Belal Abboushi, Sarah Safranek
A Stochastic Approach To Simulate And Optimize The Coating Uniformity Of Rotational Molding For Microalgae FacadesFull-text access may be available. Sign in or learn about subscription options.pp. 569-580
by Chengde Wu, Garrett Herbst, Arturo Lujan, Kyoung Hee Kim
Dynamic Subset Sensitivity Analysis For Design ExplorationFull-text access may be available. Sign in or learn about subscription options.pp. 581-592
by Laura Hinkle, Gregory Pavlak, Nathan Brown, Leland Curtis
An Optimization Framework And Tool For Context-Sensitive Solar-Driven Design Using Cellular Automata (SDCA)Full-text access may be available. Sign in or learn about subscription options.pp. 593-604
by Seth Luitjohan, Mehdi Ashayeri, Narjes Abbasabadi
Server-Based Mixed-Reality System For Multiple Devices To Visualize A Large Architectural Model And SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 605-616
by Ryoma Tsujimoto, Tomohiro Fukuda, Nobuyoshi Yabuki
Building Envelope Object Detection Using YOLO ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 617-630
by Norhan Bayomi, Mohanned El Kholy, John E. Fernandez, Senem Velipasalar, Tarek Rakha
An Urban Feasibility Study Into Balancing Upfront Embodied Carbon Emissions Through Integrated Green Areas As Carbon OffsetsFull-text access may be available. Sign in or learn about subscription options.pp. 631-643
by Emily Newmarch, Michael Donn, Simon Twose, David Dowdell, Fiona Short
Integrating Immersive Virtual Environment User Studies into Architectural Design Practice: A Pre-Occupancy User Study of Train Station Waiting Preferences With VREVALFull-text access may be available. Sign in or learn about subscription options.pp. 644-655
by Grayson Bailey, Olaf Kammler, René Weiser, Sven Schneider, Ekaterina Fuchkina
Predicting Cooling Energy Demands of Adaptive Facades Using Artificial Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 656-669
by Ammar Alammar, Wassim Jabi
Software Architecture For Integrating Devs Simulation Into BIMFull-text access may be available. Sign in or learn about subscription options.pp. 670-681
by Mitali Patel, Vinu Subashini Rajus, Gabriel Wainer
Shading Design For Outdoor Learning in Warm And Hot Climates Using Evolutionary Computation: A Case Study In Houston TXFull-text access may be available. Sign in or learn about subscription options.pp. 682-693
by Mili Kyropoulou
Natural Ventilation In A Warming Climate: An Evaluation Of Computational Simulation Methods And MetricsFull-text access may be available. Sign in or learn about subscription options.pp. 694-705
by Nada Tarkhan, Sarah Mokhtar, Ramon Elias Weber, Christoph Reinhart
Capturing Façade Diversity in Urban Settings Using an Automated Window to Wall Ratio Extraction and Detection WorkflowFull-text access may be available. Sign in or learn about subscription options.pp. 706-717
by Nada Tarkhan, Samuel Letellier-Duchesne, Christoph Reinhart
The Influence Of Covid Related Ventilation Rate Changes On The Energy Consumption And Infection Probability Of The Buildings: Underfloor And Overhead Air Distribution SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 718-729
by Roshanak Ashrafi, Mona Azarbayjani, Hamed Tabkhi, Mohammadamin Sheikhshahrokhdehkordi
Deep Sandscapes: Design Tool for Robotic Sand-Shaping with GAN-Based Heightmap PredictionsFull-text access may be available. Sign in or learn about subscription options.pp. 730-741
by Ko Tsuruta, Simon Joris Griffioen, Jesús Medina Ibáñez, Ryan Luke Johns
A Simulation-Based Approach To Mitigate Disease Transmission Risk From Aerosol Particles In BuildingsFull-text access may be available. Sign in or learn about subscription options.pp. 742-752
by Hooman Parhizkar, Siobhan Rockcastle, Mark Fretz, Kevin G. Van Den Wymelenberg
Impact Assessment Of Energy Conservation Measures On Building Energy Consumption, Carbon Emission, And Adaptation Cost Using Future Weather DataFull-text access may be available. Sign in or learn about subscription options.pp. 753-766
by Zahra Zolfaghari, Twisha Raja, Patricia Kusumadjaja, Daniel Salinas, Udiksha Nagaraj Kapini, Patrick Pease
Software-Defined Optical Local Area Network Architecture And Priority Traffic Performance AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 767-777
by Peristera A. Baziana
Incremental Text Clustering Algorithm For Cloud-Based Data Management In Scientific Research PapersFull-text access may be available. Sign in or learn about subscription options.pp. 778-789
by Mahfuja Nilufar, Abdolreza Abhari
Controller Area Network Discrete-Event System Specification For Independent Node TestingFull-text access may be available. Sign in or learn about subscription options.pp. 790-801
by Maaz Jamal, Joseph Boi-Ukeme, Gabriel Wainer
Distributed Resource Allocation In 5g Networks With Multi-Agent Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 802-813
by Jon Menard, Ala’a Al-Habashna, Gabriel Wainer, Gary Boudreau
Enabling Collaborative Modeling Through A Web Library of DEVS ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 814-823
by Hamza Qassoud, Bruno St. Aubin, Gabriel Wainer, Cristina Ruiz-Martin
Boolean Logical Operator Driven Selective Data Filtering For Large DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 824-838
by Glenn Davidson, Shikharesh Majumdar
An Iot Based Smart Monitoring System Detecting Patient FallsFull-text access may be available. Sign in or learn about subscription options.pp. 839-850
by Hassan Rajaei
Video Analytic Data Reduction Model For Fog ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 851-862
by Abdolreza Abhari, Dipak Pudasaini
Supply Chain Simulation As A Service To Increase Adaptation Capability In ManufacturingFull-text access may be available. Sign in or learn about subscription options.pp. 863-876
by Tamas Kiss, Gabor Terstyanszky, Resmi Arjun, Saskia Sardesai, Michael Dominik Goertz, Matthias Wangenheim
A Simulation Framework For Studying Foreign Reliance On Regional Supply Chains At The Industry LevelFull-text access may be available. Sign in or learn about subscription options.pp. 877-887
by Scott L. Rosen, Andrew E. Hong, Lauren A. Rayson, William S. Bland, Jennifer A. Richkus
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