Publications

Journal Papers

Schaumann D., Putievsky Pilosof N., Gath-Morad M., Kalay Y.. 2020. "Simulating the impact of facility design on operations: A study in an internal medicine ward”. Facilities. Vol. 38 No. 7/8, pp. 501-522
Haworth B., Usman M., Schaumann D., Chakraborty N., Berseth G., Faloutsos P., Kapadia M. 2020. “Gamification of Crowd-Driven Environment Design”. Computer Graphics and Applications. Vol. 41 No. 4, pp. 107-117
Schaumann D., Moon S., Usman M., Goldstein R., Breslav S., Khan A., Faloutsos P., Kapadia M. 2019. “JOIN: An Integrated Platform for Joint Simulation of Building-Occupant Interactions”, Architectural Science Review. Vol. 63 No. 3/4, pp. 339-350
Berseth G., Haworth B., Usman M., Schaumann D., Khayatkhoei M., Kapadia M., Faloutsos P. 2019. “Interactive Architectural Design with Diverse Solution Exploration”. IEEE Transactions on Visualization and Computer Graphics. Vol. 27 No. 1, pp. 111-124
Schaumann D., Putievsky Pilosof N., Sopher H., Yahav J., Kalay Y. E. 2019. “Simulating Multi-Agent Narratives for Pre-Occupancy Evaluation of Architectural Designs”. Automation in Construction. Vol. 106
Zhang X., Schaumann D., Haworth B., Faloutsos P., Kapadia M. 2019. “Coupling Agent Motivations and Spatial Behaviors for Authoring Multi-Agent Narratives”.Computer Animation and Virtual Worlds. 30. Vol. 30 No. 3-4, pp.
Schaumann D., Breslav S., Goldstein R., Kahn A., Kalay Y.. 2017. “Simulating use scenarios in hospitals using multi-agent narratives”. Journal of Building Performance Simulation 10 (5-6)
Schaumann D., Putievsky Pilosof N., Date K., Kalay Y. E. 2016. “A study of human behavior simulation in Architectural Design of Hospital Facilities”. Annali dell’Istituto Superiore di Sanità, 52 (01)
Hong S. W., Schaumann D., Kalay Y. E. 2016. “Human Behavior Simulation in Architectural Design Project: an Observational Study in an Academic Course” Computers, Environment and Urban Systems, 60.
Simeone D., Cursi S., Toldo I., Schaumann D.. 2016. “A simulation model for building occupancy prediction”. TeMA–Tempo, Materia e Architettura. 1 (02)

Conference Papers

Kalay Y., Schaumann D., Pai R., Wang A., Chen G. 2021. “Dynamic Building Activities Management in Healthcare Facilities: A Study in a Catheterization Lab". Symposium on Simulation for Architecture and Urban Design (SimAUD).
Kalay Y., Sathyanarayanan H., Schaumann D., Wang A., Chen G., Pai R.. 2020. “VLC-Enabled ‘Aware’ Buildings Management System ”. International Conference on Human-Computer Interaction (HCI).
Esposito D., Schaumann D., Camarda D., Kalay Y. “Multi-agent modeling and simulation of hospital acquired infection propagation dynamics by contact transmission in hospital wards”. International Conference on Practical Applications of Agents and Multi-Agent Systems.
Kalay Y., Sathyanarayanan H., Schaumann D., Wang A., Chen G., Pai R.. 2020. “Simulation-powered smart buildings enabled by visible light communication”. Symposium on Simulation for Architecture and Urban Design (SimAUD)
Azizi V., Patel S., Usman M., Schaumann D., Faloutsos P., Kapadia M.. 2020. “Floorplan Embedding with Latent Semantics and Human Behavior Annotations”. Symposium on Simulation for Architecture and Urban Design (SimAUD).
Esposito D., Schaumann D., Camarda D., Kalay Y. 2020. “A multi-agent simulator of Infection Spread in a Healthcare Environment”. International Conference on Practical Applications of Agents and Multi-Agent Systems.
Usman M., Mao Y., Schaumann D., Faloutsos P., Kapadia M.. 2020. “From Semantic-based Rule Checking to Simulation-powered Emergency Egress Analytics”. Symposium on Simulation for Architecture and Urban Design (SimAUD)
Usman M., Schaumann D., Haworth B., Kapadia M., Faloutsos P.. 2019. “Joint Exploration and Analysis of High- Dimensional Design–Occupancy Templates”. Proceedings of the 12th Annual International ACM Conference on Motion, Interaction, and Games (MIG).
Zhang X., Schaumann D., Faloutsos P., Kapadia M. 2019. “Knowledge-Powered Inference of Crowd Behaviors in Semantically Rich Environments”. Proceedings of the 15th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE). Atlanta, GA, USA.
Usman M., Schaumann D., Haworth B., Kapadia M., Faloutsos P.. 2019. “Joint Parametric Modeling of Buildings and Crowds for Human-Centric Simulation and Analysis”. Proceedings of the Computer-Aided Architectural Design Futures. Daejong, Korea.
Schaumann D., Sohn S. S., Usman M., Haworth B., Faloutsos P., Kapadia M. 2019. “Spatiotemporal Influence and Affordance Maps for Occupant Behavior Simulation”. Proceedings of the Computer-Aided Architectural Design Futures. Daejong, Korea.
Zhang X., Schaumann D., Haworth B., Faloutsos P., Kapadia M. 2019. “Multi-Constrained Authoring of Occupant Behavior Narratives in Architectural Design”. Symposium on Simulation for Architecture and Urban Design (SimAUD). Atlanta, Georgia, USA
Schaumann D., Moon S., Usman M., Goldstein R., Breslav S., Khan A., Faloutsos P., Kapadia M.. 2019. “Towards a Multi-Level and Multi-Paradigm Platform for Building Occupant Simulation”. Symposium on Simulation for Architecture and Urban Design (SimAUD). Atlanta, Georgia, USA.
Usman M., Schaumann D., Haworth B., Berseth G., Kapadia M., Faloutsos P.. 2018. “Interactive Spatial Analytics for Human- Aware Building Design”. Proceedings of the 11th Annual International ACM Conference on Motion, Interaction, and Games (MIG). Cyprus.
Gath-Morad M., Zinger M. , Schaumann D., Putievsky Pilosof N., Kalay Y.E. 2018. “A Dashboard Model to Support Spatio-Temporal Analysis of Simulated Human Behavior in Future Built Environments”. Symposium on Simulation for Architecture and Urban Design (SimAUD). Delft, Netherlands.
Schaumann D., Breslav S., Goldstein R., Kahn A., Kalay Y.. 2017. “Simulating the Behavior of Building Occupants using Multi-agent Narratives: A Preliminary Study in a Generic Hospital Ward”. Building Simulation conference (IBPSA). San Francisco, USA.
Schaumann D., Kalay Y.. Hong S. W. 2017. “A Form-Function-Use (FFU) model to simulate human behavior in built environments”. Envisioning Architecture (EAEA). Glasgow, Scotland.
Date K., Schaumann D., Kalay Y.. 2017. “A Parametric Approach To Simulating Use-Patterns in Buildings: The Case of Movement”. Education and research in Computer Aided Architectural Design in Europe (eCAADe). Rome, Italy.
Schaumann D., Date K., Kalay Y.. 2017. “An Event Modeling Language (EML) to simulate use patterns in built environments”. Symposium on Simulation for Architecture and Urban Design (SimAUD). Toronto, Canada.
Date K., Schaumann D., Kalay Y.. 2017. “Modeling Space To Support Use-Pattern Simulation In Buildings”. Symposium on Simulation for Architecture and Urban Design (SimAUD). Toronto, Canada.
Sopher H., Schaumann D., Kalay Y.. 2016. “Simulating Human Behavior in (un)Built Environments: Using an Actor Profiling Method”. International conference on spatial cognition (ICSC). Miami, USA
Schaumann D., Gath-Morad M., Zinger E., Putievsky Pilosof N., Sopher H., Brodeschi M., Date K., Kalay Y. E. 2016. “A Computational Framework to Simulate Human Spatial Behavior in Built Environments”. Symposium on Simulation for Architecture and Urban Design (SimAUD 2016).
Schaumann D., Kalay Y. E., Hong S. W., Simeone D.. 2015. “Simulating Human Behavior in not-yet Built Environments by means of Event- based Narratives”. Symposium on Simulation for Architecture and Urban Design (SimAUD 2015). SimAUD 2015 Best Paper Award + SpringSim 2015 Best Paper for Modeling & Simulation Practice
Hong S. W., Kalay Y. E., Schaumann D.. 2015. “The Effects of Human Behavior Simulation on Architectural Design Education”. 20th Annual Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2015).
Simeone D., Kalay Y. E., Schaumann D.. 2013. “Using game-like narrative to simulate human behaviour in built environments”. Open Systems: Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2013), Singapore, pp. 199- 208.
Simeone D., Kalay Y. E., Schaumann D.. 2013. “Modelling and Simulating Use Processes in Buildings”, in Computation and Performance, Proceedings of the 31st eCAADe Conference, Delft University of Technology.
Simeone D., Schaumann D., Kalay Y. E., Carrara G.. 2013. “Adding Users’ Dimension to BIM”, in Envisioning Architecture: Design, Evaluation, Communication – Proceedings of the 11th Conference of the European Architectural Envisioning Association (EAEA), Milan.

Book Chapters

Putievsky Pilosof N., Schaumann D., Sopher H., Yahav J., Kalay Y..2020. "Outpatient Clinic Design in Israel: Comparative Evaluation by Digital Simulation”. Integrating the Organization of Health Services, Worker Wellbeing and Quality of Care pp 377-383, Springer
Schaumann D., Kapadia M.. 2018. “Modeling Social and Spatial Behavior in Built Environments: Current Methods and Future Directions”. Social- behavioral modeling for complex systems. Wiley.
Gath Morad M., Schaumann D., Zinger E., Plaut P., Kalay Y.E. 2016. “How Smart is The Smart City? Assessing the Impact of ICT on Cities”. Lecture notes in Artificial intelligence, Springer
Kalay Y. E., Schaumann D., Hong S. W., Simeone D.. 2013. “Beyond BIM: next-generation building information modeling, to support form, function, and use of buildings”. In Building Information Modeling: BIM in Current and Future Practice, Chapter 24, John Wiley & Sons, Inc.
Simeone D., Schaumann D., Carrara G., Kalay Y. E.. 2013. “BIM and simulation of building use processes”. ICT, Automation and the Industry of the Built Environment: from the Information Exchange to the Field Management, Publisher: Maggioli Editore, Editors: Giuseppe Alaimo, Alessandro Carbonari, Angelo Ciribini, Bruno Daniotti, Guido Dell'Osso, Maria Antonietta Esposito, pp.264-279

Contributed Talks and Posters

De Stefani S., Schaumann D., Zhang X., Feldman J., Kapadia M. 2019. “The influence of space semantics on navigational choices in virtual settings”. Vision-Sciences Society, Tampa, Florida
Esposito D., Schaumann D., Camarda D., Kalay Y.E. 2018. “A multi-agent spatial cognition model to represent infection spread in hospitals”. International Conference on Spatial Cognition (ICSC), Rome. Published in Cognitive Processing, 19
Kalay Y. E., Schaumann D., Gath-Morad M., Morad Zinger E., Putievsky P. N.. 2015. “Simulating agents’ spatial and social cognition by means of a distributed artificial intelligence mechanism”. Abstract. Space and Situated Cognition: Proceedings of the Sixth International Conference on Spatial Cognition. Pp. 19
Schaumann D., Yehuda Y. E. 2014. “Simulating Human Behavior in Built Environments to support Evaluation in the Architectural Design Process”. Design Semantics Workshop, Bari, Italy, pp. 66-71.