PUBLICATIONS

@conference{	Naeem2026_90	,

title = {Evaluating eVTOL Integration in Intermodel Transport: A Multi-Stakeholder Simulation Study},

author = {N. Naeem and P. S. Prakasha},

url = {https://colossus-sos-project.eu/cloud/index.php/s/8232n3cL5iXngjs},

year  = {2026},

date = {2026-01-01},

address = {Orlando},

organization = {AIAA Scitech	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	van2026_117	,

title = {Creation of manufacturing cost estimation surrogate models for applications in a cross-organizational design workflow},

author = {T. Laan and T. Lefebvre and N. Bartoli},

url = {https://colossus-sos-project.eu/cloud/index.php/s/eQ2HFpYCjzmZ7ti},

year  = {2026},

date = {2026-01-01},

address = {Orlando},

organization = {AIAA Scitech	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Flink2025_18	,

title = {RCE Release 10.7.0},

author = {J. Flink and R. Mischke and D. Wichter and L. Rosenbach and M. Wagner},

url = {https://zenodo.org/records/17878323},

year  = {2025},

date = {2025-12-01},

organization = {,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Lovaco2025_61	,

title = {Communication Architectures for System of Systems Engineering},

author = {J. Lovaco and K. Zuber and R. C. Munjulury and P. Krus},

url = {https://colossus-sos-project.eu/cloud/index.php/s/Zj8JcjRHqJXEne8},

year  = {2025},

date = {2025-11-01},

address = {Torino},

organization = {CEAS-AIDAA	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Lovaco2025_100	,

title = {Modular OODA-Based Agents for Scalable and Adaptive AI in System-of-Systems Modelling and Simulation},

author = {J. Lovaco and K. Zuber and R. C. Munjulury and C. Jouannet and P. Krus},

url = {https://colossus-sos-project.eu/cloud/index.php/s/xnPGeyw327ewABj},

year  = {2025},

date = {2025-11-01},

address = {Torino},

organization = {CEAS-AIDAA	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Lovaco2025_104	b,

title = {The Large Language Model Pilot: Generative Artificial Intelligence for Cyber-Physical Flight Simulations},

author = {J. Lovaco and R. C. Munjulury and P. Krus},

url = {https://colossus-sos-project.eu/cloud/index.php/s/9Wmm9xBR7oiPwoZ},

year  = {2025},

date = {2025-10-01},

address = {Stockholm},

organization = {12th Swedish Aerospace Congress	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Molinaro2025_59	,

title = {Life Cycle Assessment of Innovative Propulsion Technologies},

author = {F. Molinaro and M. Fioriti},

url = {https://colossus-sos-project.eu/cloud/index.php/s/BSJG4L2X2e2nKFp},

year  = {2025},

date = {2025-10-01},

address = {Madrid},

organization = {EASN	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Akbari2025_102	,

title = {Enterprise Decision-Making in System-of-Systems Considering Different Levels of Centralized Managemeng},

author = {J. Akbari and G. Donelli and L. Knöös Franzén and L. Boggero and B. Nagel and C. Jouannet},

url = {https://colossus-sos-project.eu/cloud/index.php/s/4wmEB4SMxd3rsi8},

year  = {2025},

date = {2025-06-01},

address = {Tirana},

organization = {20th Annual System of Systems Engineering Conference (SoSE)	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Gonel2025_82	,

title = {Frequency aware surrogate modelling with SMT kernels for advanced data forecasting},

author = {N. Gonel and P. Saves and J. Morlier},

url = {https://colossus-sos-project.eu/cloud/index.php/s/SaT755M2tTdgKge},

year  = {2025},

date = {2025-04-01},

address = {Lisbon},

organization = {AeroBest	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Saves2025_103	,

title = {SMT: the Surrogate Modeling Toolbox: Explainability with mixed variables applied to multi-agent systems},

author = {P. Saves and N. Bartoli and T. Lefebvre},

url = {https://colossus-sos-project.eu/cloud/index.php/s/qLKstsrAXsTEkEX},

year  = {2025},

date = {2025-03-01},

address = {Toulouse},

organization = {MIMICO	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Robani2025_88	,

title = {SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration},

author = {M. Robani and P. Palar and L. Zuhal and P. Saves and J. Morlier},

url = {https://hal.science/hal-04816698v1},

year  = {2025},

date = {2025-01-01},

address = {Orlando},

organization = {AIAA Scitech	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Saves2025_128	,

title = {Gaussian process for Bayesian optimization with mixed hierarchical variables: Application to electric-hybrid aircraft eco-design},

author = {P. Saves and E. Van Nguyen and N. Bartoli and T. Lefebvre and Y. Diouane and J. Morlier},

url = {https://colossus-sos-project.eu/cloud/index.php/s/LdBqXwF2abtxBCd},

year  = {2025},

date = {2025-01-01},

address = {Toulouse},

organization = {Towards Sustainable Aviation	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Robani2025_88	b,

title = {SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration},

author = {M. Robani and P. Palar and L. Zuhal and P. Saves and J. Morlier},

url = {https://hal.science/hal-04816698v1},

year  = {2025},

date = {2025-01-01},

address = {Orlando},

organization = {AIAA Scitech	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Kalliatakis2024_111	,

title = {Improving Aerial Wildfire Fighting Effectiveness Using Future Climate Sensitivities and Novel Aircraft Concepts},

author = {N. Kalliatakis and N. Naeem and P. S. Prakasha and B. Nagel},

url = {https://colossus-sos-project.eu/cloud/index.php/s/dCSxddX3cBgwfSA},

year  = {2024},

date = {2024-11-01},

address = {Warsaw},

organization = {READ	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Benedetti2024_128	,

title = {Aircraft design using CEASIOMpy: A Modular and Open-Source Python Environment for Aircraft Design – A Tool for rapid evaluations},

author = {G. Benedetti and R. Gauthier and J. Oppelstrup and A. Rizzi and J. B. Vos and M. Zhang},

url = {https://colossus-sos-project.eu/cloud/index.php/s/bNJ5aRwFwRSgaBT},

year  = {2024},

date = {2024-11-01},

address = {Warsaw},

organization = {READ	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Halle-Hannan2024_74	,

title = {A graph-structured distance for heterogeneous datasets with meta variables},

author = {E. Halle-Hannan and P. Saves and C. Audet and N. Bartoli and J. Bussemaker and Y. Diouane and R. Lafage and S. Le Digabel and T. Lefebvre and J. Morlier and E. Nguyen Van},

url = {https://colossus-sos-project.eu/cloud/index.php/s/8ymNfQDbWA4kW8Q},

year  = {2024},

date = {2024-09-01},

address = {Toulouse},

organization = {AISSAI	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Prakasha2024_139	,

title = {COLOSSUS EU Project - Collaborative System of Systems Exploration of Aviation Products, Services and Business Models: Overview and Approach},

author = {P. S. Prakasha and N. Naeem and K. Amadori and J. Akbari and F. Nicolosi and L. K. Franzen and M. Ruocco and B. Nagel},

url = {https://colossus-sos-project.eu/cloud/index.php/s/YjFXgwAktDYjoTg},

year  = {2024},

date = {2024-09-01},

address = {Florence},

organization = {ICAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Nugnes2024_115	,

title = {A System of Systems Aircraft Design Framework Demonstration using a seaplane transport network in the Greek islands},

author = {V. Nugnes and C. Varriale and P. Ratei and P.S and Prakasha and B. Nagel},

url = {https://colossus-sos-project.eu/cloud/index.php/s/rW82wbcCEGown4Y},

year  = {2024},

date = {2024-09-01},

address = {Florence},

organization = {ICAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Franzen2024_81	,

title = {Concept of Operations in an Agent-Based Simulations: A System-Of-Systems Approach},

author = {L. K. Franzen},

url = {https://colossus-sos-project.eu/cloud/index.php/s/kPsGwHxkjgsgcx9},

year  = {2024},

date = {2024-09-01},

address = {Florence},

organization = {ICAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Tuccillo2024_72	,

title = {Multidisciplinary preliminary design process of hybrid-electric seaplane},

author = {M. Tuccillo and F. Nicolosi and P. Della Vecchia},

url = {https://colossus-sos-project.eu/cloud/index.php/s/JJSwZoQzFFCgWqj},

year  = {2024},

date = {2024-09-01},

address = {Florence},

organization = {ICAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Fioriti2024_87	,

title = {Environmental and economic assessment of an eVTOL aircraft fleet for Urban Air Mobility},

author = {M. Fioriti and M. Borghi and G. Pavan},

url = {https://colossus-sos-project.eu/cloud/index.php/s/jDMfmG5QWQSJqpz},

year  = {2024},

date = {2024-09-01},

address = {Florence},

organization = {ICAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Bussemaker2024_82	,

title = {Surrogate-Based Optimization of System Architectures Subject to Hidden Constraints},

author = {J. H. Bussemaker and P. Saves and N. Bartoli and T. Lefebvre and B. Nagel},

url = {https://colossus-sos-project.eu/cloud/index.php/s/xHoqyWrmjgrJzSf},

year  = {2024},

date = {2024-07-01},

address = {Las Vegas},

organization = {AIAA Aviation	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Bussemaker2024_116	,

title = {System Architecture Design Space Exploration: Integration with Computational Environments and Efficient Optimization},

author = {J. H. Bussemaker and L. Boggero and B. Nagel},

url = {https://colossus-sos-project.eu/cloud/index.php/s/iKGya47r8pHX7Ar},

year  = {2024},

date = {2024-07-01},

address = {Las Vegas},

organization = {AIAA Aviation	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Spieck2024_79	,

title = {A Capability-Focused Approach to Model Complex, Multi-Layered System-of-Systems},

author = {M. Spieck and L. K. Franzén and P. S. Prakasha and K. Amadori and N. Naeem},

url = {https://colossus-sos-project.eu/cloud/index.php/s/k8DDm6Fm3mwKnsi},

year  = {2024},

date = {2024-07-01},

address = {Las Vegas},

organization = {AIAA Aviation	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Lima2024_98	,

title = {A preliminary design framework for performance and noise assessment of urban air mobility vehicles},

author = {L. T. Lima Pereira and S. Wang and D. Ragni},

url = {https://colossus-sos-project.eu/cloud/index.php/s/J7M8ryLAYAKgqaK},

year  = {2024},

date = {2024-06-01},

address = {Rome},

organization = {AIAA/CEAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Saves2024_92	,

title = {System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility},

author = {P. Saves and J. H Bussemaker and R. Lafage and T. Lefebvre and N. Bartoli and Y. Diouane and J. Morlier},

url = {https://hal.science/hal-04590323},

year  = {2024},

date = {2024-06-01},

address = {Braunschweig},

organization = {ODAS	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Saves2024_84	,

title = {Surrogate-Based Modeling and Optimization of Expensive System Architectures Problems},

author = {P. Saves and J. H Bussemaker and R. Lafage and T. Lefebvre and N. Bartoli and Y. Diouane and J. Morlier},

url = {https://colossus-sos-project.eu/cloud/index.php/s/9R5zFKzypppDMzt},

year  = {2024},

date = {2024-06-01},

address = {Braunschweig},

organization = {Advances in AI for Aerospace Engineering	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{	Saves2024_128	,

title = {Gaussian process for Bayesian optimization with mixed hierarchical variables: Application to electric-hybrid aircraft eco-design},

author = {P. Saves and E. Nguyen Van and N. Bartoli and T. Lefebvre and Y. Diouane and J. Morlier},

url = {https://colossus-sos-project.eu/cloud/index.php/s/XqoQ9eJZenANWMz},

year  = {2024},

date = {2024-06-01},

address = {Paris},

organization = {RT-UQ Bayesian Optimization	,},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}