1. Saswata Paul. Formal Verification of Decentralized Coordination in Autonomous Multi-Agent Aerospace Systems. PhD thesis, Rensselaer Polytechnic Institute, 2022. Keyword(s): formal verification, Athena, distributed systems, distributed computing, air traffic management, autonomous systems, runtime verification, cyber physical systems. [Abstract] [bibtex-entry]

1. Peiyuan Zhou, Saswata Paul, Airin Dutta, Carlos Varela, and Fotis Kopsaftopoulos. On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series Models, pages 44-52. Springer Nature Switzerland, Cham, 2024. ISBN: 978-3-031-52670-1. Keyword(s): AR models, CRLB, fly-by-feel, state awareness.. [Abstract] [bibtex-entry]



2. Elkin Cruz-Camacho, Ahmad Amer, Fotis Kopsaftopoulos, and Carlos A. Varela. Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models. Journal of Aerospace Information Systems, 20(1):3-16, 2023. Keyword(s): Formal verification, Agda, Safety envelopes, Runtime verification, dddas. [Abstract] [bibtex-entry]



3. Sida Chen, Shigeru Imai, Wennan Zhu, and Carlos A. Varela. Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics, pages 103-127. Springer International Publishing, Cham, 2022. ISBN: 978-3-030-74568-4. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]



4. Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, and Carlos A. Varela. Towards Formal Correctness Envelopes for Dynamic Data-Driven Aerospace Systems. In Frederica Darema and Erik Blasch, editors, Handbook of Dynamic Data-Driven Application Systems. Springer, 2020. Note: Preprint. To appear. Keyword(s): dddas, data streaming, cyber physical systems, distributed computing, formal verification, air traffic management. [Abstract] [bibtex-entry]

1. Shabbir Ahmed, Ahmad Amer, Carlos Varela, and Fotis Kopsaftopoulos. Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models. In Dynamic Data-Driven Application Systems (InfoSymbiotics/DDDAS 2020), Cambridge, MA, October 2020. [Abstract] [bibtex-entry]



2. Elkin Cruz-Camacho, Saswata Paul, Fotis Kopsaftopoulos, and Carlos A. Varela. Towards Provably Correct Probabilistic Flight Systems. In Frederica Darema, Erik Blasch, Sai Ravela, and Alex Aved, editors, Dynamic Data Driven Application Systems, Cham, pages 236-244, 2020. Springer International Publishing. ISBN: 978-3-030-61725-7. Keyword(s): formal verification, runtime verification. [Abstract] [bibtex-entry]



3. Sinclair Gurny, Jason Falvo, and Carlos A. Varela. Aircraft Weight Estimation During Takeoff Using Declarative Machine Learning. In The 39th AIAA/IEEE Digital Avionics Systems Conference (DASC 2020), October 2020. Keyword(s): cyber physical systems, avionics, machine learning, dddas. [Abstract] [bibtex-entry]



4. Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, and Carlos A. Varela. Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. In Frederica Darema, Erik Blasch, Sai Ravela, and Alex Aved, editors, Dynamic Data Driven Application Systems, Cham, pages 245-252, 2020. Springer International Publishing. ISBN: 978-3-030-61725-7. Keyword(s): dddas, formal verification, Athena, distributed systems, distributed computing, air traffic management, cyber physical systems, runtime verification. [Abstract] [bibtex-entry]



5. E. Blasch, J. D. Ashdown, C. A. Varela, F. Kopsaftopoulos, and R. H. Newkirk. Dynamic Data Driven Analytics for Multi-domain Environments. In Next-Generation Sensor Systems and Applications Track at 2019 SPIE Defense + Commercial Sensing Conference, Baltimore, MD, April 2019. Keyword(s): data streaming, dddas, cyber physical systems. [Abstract] [bibtex-entry]



6. S. Breese, F. Kopsaftopoulos, and C. A. Varela. Towards Proving Runtime Properties of Data-Driven Systems Using Safety Envelopes. In The 12th International Workshop on Structural Health Monitoring, Stanford, CA, September 2019. Keyword(s): cyber physical systems, dddas, formal verification. [Abstract] [bibtex-entry]



7. Shigeru Imai, Frederick Hole, and Carlos A. Varela. Self-Healing Data Streams Using Multiple Models of Analytical Redundancy. In The 38th AIAA/IEEE Digital Avionics Systems Conference (DASC 2019), San Diego, CA, September 2019. Keyword(s): pilots, data streaming, dddas, cyber physical systems. [Abstract] [bibtex-entry]



8. Saswata Paul, Frederick Hole, Alexandra Zytek, and Carlos A. Varela. Wind-Aware Trajectory Planning For Fixed-Wing Aircraft in Loss of Thrust Emergencies. In The 37th AIAA/IEEE Digital Avionics Systems Conference (DASC 2018), London, England, pages 558-567, September 2018. Keyword(s): dddas, data streaming, cyber physical systems, trajectory generation. [Abstract] [bibtex-entry]



9. Saswata Paul, Frederick Hole, Alexandra Zytek, and Carlos A. Varela. Flight Trajectory Planning for Fixed Wing Aircraft in Loss of Thrust Emergencies. In Dynamic Data-Driven Application Systems (InfoSymbiotics/DDDAS 2017), Cambridge, MA, August 2017. Keyword(s): dddas, cyber physical systems, data streaming, trajectory generation. [Abstract] [bibtex-entry]



10. Sida Chen, Shigeru Imai, Wennan Zhu, and Carlos A. Varela. Towards Learning Spatio-Temporal Data Stream Relationships for Failure Detection in Avionics. In Dynamic Data-Driven Application Systems (DDDAS 2016), Hartford, CT, August 2016. Note: Appears in Handbook of Dynamic Data-Driven Application Systems. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



11. Shigeru Imai, Alessandro Galli, and Carlos A. Varela. Dynamic Data-Driven Avionics Systems: Inferring Failure Modes from Data Streams. In Dynamic Data-Driven Application Systems (DDDAS 2015), Reykjavik, Iceland, June 2015. Keyword(s): programming languages, data streaming, cyber physical systems. [Abstract] [bibtex-entry]

1. Sinclair Gurny. Learning Models from Avionics Data Streams. Master's thesis, Rensselaer Polytechnic Institute, May 2020. Keyword(s): cyber physical systems, avionics, machine learning, dddas. [Abstract] [bibtex-entry]



2. Carlos A. Varela. Too many airplane systems rely on too few sensors, April 2019. Note: Article published in TheConversation.com. Keyword(s): cyber physical systems, dddas. [bibtex-entry]



3. Saswata Paul. Emergency Trajectory Generation for Fixed-Wing Aircraft. Master's thesis, Rensselaer Polytechnic Institute, December 2018. Keyword(s): dddas, data streaming, cyber physical systems, trajectory generation. [Abstract] [bibtex-entry]



4. Stacy Patterson and Carlos A. Varela. Steering Complex Systems using a Dynamic, Data-Driven Modeling Approach. Streaming Technology Requirements, Application and Middleware (STREAM2016), March 2016. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]



5. Carlos A Varela. Dynamic Data Driven Avionics Systems. Streaming Technology Requirements, Application and Middleware (STREAM2015), October 2015. Keyword(s): programming languages, cyber physical systems, data streaming. [Abstract] [bibtex-entry]

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