DAY 1 – SOSE 2026

09:00 -10:00	Opening SoSE2026 & Keynote 1: Jos Benschop, ASML Session Chair: Gerrit Muller

10:00 – 10:30		BREAK

Session 1: Education Room: 5119 Session Chair: Maarten Bonnema
10:30-10:55	Paper 1.1	RELbot: Modular Mobile Robot for University-Level Robotics Education Labs Jan Broenink; Luuk B.l. Lenders; Sander M. Smits; Gijs Van Oort
11:00-11:25	Paper 1.2	Interlocking NMOS Modules for Transistor Level Logic Education Under a System of Systems Framework Yuri das Chagas Silva; Lucas Paiva Dias; João Victor da Rosa Schervensquy; Eduardo Ceretta Moreira
11:30-11:55	Paper 1.3	Using Air Force Operation Modelling to Teach MBSE, and Conversely Jesús Sánchez; Olivier Bartheye; Jeremy Buisson; Nicolas Belloir; Jamal El-Hachem

Session 2: SoSE Design and V&V methods Room: 5120 Session Chair: Kristin Falk
10:30-10:55	Paper 2.1	Guidance for System of Systems Engineering Teams: How Core Elements Address Challenges Mohammadreza Torkjazi; Thomas A McDermott, Jr; Ali K Raz
11:00-11:25	Paper 2.2	A Conceptual Model for Co-Engineering User-Centered and Transactional Systems of Systems: Formalizing Alliance Governance and Value Creation Pablo Sepúlveda; Eric Bonjour; Éric Levrat; Jean-Pierre Micaelli
11:30-11:55	Paper 2.3	Evaluation of the Applicability and Effectiveness of a Model-Based Activity for Supporting the Synthesis of Validation Environments Patrick Grycz; Katharina Bause; Tobias Düser

Session 3: Decision making Room: 5129 Session Chair: Judith Dahmann
10:30-10:55	Paper 3.1	Orchestrating Norway’s Defense Ecosystem for Improved Utilization of Its Innovation Capabilities Vibeche Grødum Dahlskås; Gerrit Muller
11:00-11:25	Paper 3.2	Criteria for Selecting Alternative Maritime Fuels for the Norwegian Coastal Fleet Swantje Krupp; Jan Emblemsvåg; Ann Rigmor Nerheim
11:30-11:55	Paper 3.3	Decisions on Urban Planning as a System of System Sara Janhäll; Pontus Svenson

Special Session A: Defence and Security Room: 5115 Session Chair: Omar Hammami
10:30-10:55	Paper A1	A System-of-Systems Simulation Framework for C2-Driven Multi-Sensor Operations Handan Çalışkan Güngör; Mustafa Yorulmaz; Damla Bulut; Serkan Kaya
11:00-11:25	Paper A2	Toward Resilient System-Level Explainable AI in Defense System-of-Systems: Gap-Aware Confidence Recalibration Fatih Bildirici PhDc; Keziban Seçkin Codal; Özge Batur
11:30-11:55	Paper A3	Scavenging on SoS Assets: A Reality Check Hugues Paumard; Omar El Hammami

12:00-13:00		LUNCH

13:00 -14:00	Keynote 2: Hildegunn McLernon, Kongsberg Maritime Session Chair: Jakob Axelsson

Session 4: SoS Architecture I Room: 5119 Session Chair: TBA
14:30 – 14:55	Paper 4.1	Enhancing A3 Architecture Overviews for Systems-of-Systems: The SEGER Multi-Dimensional Model Systems-of-Systems Jakup Ratkoceri; G. Maarten Bonnema
15:00 -15:25	Paper 4.2	From Product Data to Circular Infrastructure: A System-of-Systems Analysis of Digital Product Passports Ecosystem Behzad Behdani; Viola Gallina
15:30-15:55	Paper 4.3	Challenges in Digital Information Streams from Architecting to the Full Lifecycle Gerrit Muller; Klaas Wijbrans, Roland Mathijssen

Session 5: Simulation, modeling and analysis methods Room 5120 Session Chair: Bryan Watson
14:30 – 14:55	Paper 5.1	An Initial Model-Based Approach to Subsystem-Level Requirements Verification Jana Wendt; Torben Gruening; Umut Volkan Kizgin; Thomas Vietor; Dirk Clasen
15:00 -15:25	Paper 5.2	Engineering Governance and Interoperability for Healthcare Systems of Systems Through Ontology-Based Modeling Mohamed Mogahed; Mo Mansouri
15:30-15:55	Paper 5.3	Resilience in Transportation Systems-of-Systems: Challenges in Modeling and Analysis Jakob Axelsson; Lei Chen; Sida Jiang; Katja Vuorenmaa Berdica

INCOSE Systems of Systems working group Session Chairs: Judith Dahmann & Alan Harding
14:30 – 15:55		INCOSE SoS Project Wildfire

16:00 – 16:20		Break (20 min.)

Session 6: SoS Architecture II Room: 5119 Session Chair: Lorraine Brisacier
16:20 – 16:45	Paper 6.1	A Conceptual Approach to Classifying Circular Value Creation Architectures as Systems of Systems Zahra Ghazanfarpour; Marius Hermsen; Christopher T Dormeier; Mark Mennenga
16:50 -17:15	Paper 6.2	Redesigning Public EVSE: Towards a System Architecture for Flexible Region-Oriented Charge Points Tim Woertman; J. Roberto Reyes Garcia; G. Maarten Bonnema; Chris Heineman

Session 7: Control and monitoring Room: 5120 Session Chair: John Mulholland
16:20 – 16:45	Paper 7.1	Edge-Optimized DINOv3-YOLOv8-DeepSORT: A Self-Supervised Approach for Real-Time Cross-Dataset Wildlife Surveillance Kanda Tshinu
16:50 -17:15	Paper 7.2	Evolution of the Swarm Test Arena for Resilient Systems: A System-of-Systems Case Study Jonah Kohlmeyer; Bryan Watson

Session 8: SoS Competency Room: 5129 Session Chair: Omid Razbani
16:20 – 16:45	Paper 8.1	SoS Evolution is Change Leadership Thomas A McDermott, Jr
16:50 -17:15	Paper 8.2	A System-of-Systems Digital Twin for Organisational Competency Management Giampiero Granatella; Maura Cerioli; Giovanni Lagorio; Angelo Lupo

09:00 -10:00	Keynote 3: Karen Czachorowski, AkerBP Session Chair: Maarten Bonnema

10:00 – 10:30		BREAK

Session 9: Systems Modeling Room: 5119 Session Chair: Gerrit Muller
10:30-10:55	Paper 9.1	Exploring Aspects of Co-Opetition in System of Systems Terese Besker; Sara Janhäll; Pontus Svenson
11:00-11:25	Paper 9.2	Interoperable Multilevel System-of-Systems Modeling and Comfort-Oriented Control for Cooperative Fleets of Assistive Wheelchairs Yehya Sharif; Gilles Tagne; Rochdi Merzouki; Christophe Sueur
11:30-11:55	Paper 9.3	Delay Modelling in Complex Industrial Systems via Bayesian Networks Rafael Leite Patrão; Ece Çoksayar; Alessia Napoleone

Session 10: SoS governance and policies Room: 5120 Session Chair: Jakob Axelsson
10:30-10:55	Paper 10.1	Governance as a Structural Design Variable: An Empirical Study of Performance-Autonomy Value Spaces in Systems of Systems Chihiro Shimoyama; Yutaka Matsubara
11:00-11:25	Paper 10.2	Engineering Documentation as a System of Systems Negin Yashmi; Kostas Nizamis; Jakup Ratkoceri; G. Maarten Bonnema
11:30-11:55	Paper 10.3	Agreement Processes and Enterprise Governance for SoS Evolution Thomas A McDermott, Jr; Ali K Raz

Special Session B: Robotics Room: 5129 Session Chair: Omar Hammami
10:30-10:55	Paper B1	A Robotic Setup for Adaptive EV-Battery Disassembly Using ROS2 in an near-Industrial Environment Martin Økter; Vegard Brekke; Eirik Dybdahl; Ilya Tyapin; Martin Choux
11:00-11:25	Paper B2	Framework for Feedback Elicitation in Virtual-Reality-Based Reinforcement Learning from Human Feedback Andreas Poppele; Viktor Werbilo; Andrea Vogt; Alexandra Coroiu; Carl Wedepohl; Ritu Ahmed; Sven Hallerbach
11:30-11:55	Paper B3	Layered Resilience for Perimeter Surveillance: A System Engineering View of Physical and Digital Twins for Circulating Drone Fleets Loic Lagadec; Loïc Plassart; Jannik Laval; Ciprian Teodorov; Charbel Aoun

12:00-13:00		LUNCH

13:00 -14:00	Keynote 4: Jørgen Hals, Corpower Ocean Session Chair: Satya Kokkula

Session 11: SoS Frameworks I Room: 5119 Session Chair: Thomas McDermott Jr.
14:30-14:55	Paper 11.1	An Artefact-Based Framework for Operational Context Alignment in AI Systems Engineering Afef Awadid; Kevin Mantissa; Joseph Machrouh; Philippe Boeri; Christophe Guettier; Hatem Hajri; Michel Poujol; Juliette Mattioli
15:00-15:25	Paper 11.2	A Machine Learning Based Framework for Early Detection of Water Quality Incidents in River Systems of Systems Abbass Chreim; Simon Nachtergaele; Andy Louwyck; Rochdi Merzouki
15:30-15:55	Paper 11.3	A System-of-Systems Framework for Total Cost of Ownership in Road-Cargo Transport Antonia Haring; Toheed Ghandriz

Session 12: Social-technical problems Room: 5120 Session Chair: Jakup Ratkoceri
14:30-14:55	Paper 12.1	Research Design for Analyzing Impact of a 230 MW AI Data Center on Electricity Prices and Consumer Behavior in Northern Norway Laura Kreutz; Satyanarayana Kokkula; Gerrit Muller; Omid Razbani
15:00-15:25	Paper 12.2	Systems Thinking: Navigating the Systems of Systems Problem Domain Joyce D Martin; Jakob Axelsson
15:30-15:55	Paper 12.3	Graduate Education as a Collaborative System of Systems David A Flanigan

Session X: Security and Risk Session Chair: TBA
14:30-14:55	Paper X.1	Lifecycle Aware Risk Assessment Framework for Drilling System of Systems Using Dynamic FMECA and Fuzzy Fault Trees Tayyaba Tanveer; Syed Bacha Hussain Bukhari; Sergey Safonov; Clement Fortin

12:00-13:00		BREAK (20 min.)

Session 13: SoS Emergence Room: 5119 Session Chair: Jan Broenink
16:20-16:45	Paper 13.1	Explainability as an Emergent Property in AI-Enabled System-of-Systems: A Case Study of Autonomous Flight Plan Approval in U-Space Neno Ruseno; Jamal M. A. Safi; Haytham B. Ali; Emre Koyuncu; Aurilla Aurelie Arntzen Bechina
16:50-17:15	Paper 13.2	Reframing Design-for-Ilities in Systems of Systems Engineering Under Hierarchical Emergence Bryan Watson

Session 14: SoS Frameworks II Room: 5120 Session Chair: Mo Mansouri
16:20-16:45	Paper 14.1	A Metric-Driven Framework for Estimating Software Carbon Intensity of Cloud-Hosted Applications Mahima B; Meenakshi Dsouza
16:50-17:15	Paper 14.2	A System-of-Systems Resilience Analysis Framework Based on Stackelberg Evolution Game Huanjun Zhang; Yutaka Matsubara

Special Session C: Smart Manufacturing Systems Room: 5129 Session Chair: Daryl Powell
16:20-16:45	Paper C1	Real-Time Filament Width Prediction Using a System-of-Systems Mixture-of-Experts Framework Ame Saleh Ali; Othman Lakhal; Abdelkader Belarouci; Rochdi Merzouki
16:50-17:15	Paper C2	Lean as a System of Learning Systems Daryl Powell

09:00 -10:00	Keynote 5: Christopher Jouannet, SAAB Session Chair: Kristin Falk

10:00 – 10:30		BREAK

Session 15: MBSE Room: 5119 Session Chair: TBA
10:30-10:55	Paper 15.1	MBSE-Aware Multi-Agent AI for Simulation Configuration Isa Banagar; Dominik Walica; Amin Andwari; Juho Könnö
11:00-11:25	Paper 15.2	AI-Based Formalization of Natural Language Requirements into SysML v2 for Model-Based Systems Engineering Simon Dehn; Simon Schnürer; Georg Jacobs; Frederik Moers
11:30-11:55	Paper 15.3	A Holistic Approach to Uncertainty Quantification in System Modeling Using SysMLv2 Alexis Bernhard; Daniel Schneider; Achim Wagner

Session 16: Cybersecurity Room: 5120 Session Chair: TBA
10:30-10:55	Paper 16.1	Managing Cybersecurity for the Onboarding Process of New Constituents in System-of-Systems Terese Besker; Kenneth Lind
11:00-11:25	Paper 16.2	Adaptive, Intelligent, Recovery System (AIRS) for CFIT Prevention: A Systems-Theoretic and Certification-Aware Design Johan Sundell; Doug Drury
11:30-11:55	Paper 16.3

Session 17: AI & Machine learning Room: 5129 Session Chair: Ali K. Raz
10:30-10:55	Paper 17.1	Scenario-Based Validation of AI-Enabled Maritime Autonomous Systems: A Layered Multi-Phase Approach Daniel Autenrieth; Alexander Steinmetz; Daniel Paland; Noelle Rousselle; Christoph Baier; Ann-Marie Parrey; Joel Aschmann; Marcel Dechert; Feryal Fulya Horozal; Sebastian Scholze
11:00-11:25	Paper 17.2	Automated Merging of Multi-Source Engineering Documents Using LLM Decision Making Thilo Braun; Nicolai Schoch; Mohamed Elsheikh; Sebastian Palacio; Nika Strem
11:30-11:55	Paper 17.3	A Transformer-Based Approach for Nitrate Concentration Estimation in a Pilot-Scale Denitrification Reactor Md Zia Uddin; Sølve Eidnes; Kjell Rune Jonassen

12:00-12:10		THANKS AND CLOSING SoSE2026 Room: Kinosal Oksen

13:00-14:00		LUNCH & FAREWELL

21st Annual System of Systems Engineering (SoSE) Conference 2026

The World as Systems of Systems

Paper Presentation Sessions