Junzi Sun, Ph.D.
Books: 2 Journal articles: 15 Conference papers: 41

Publications

2023

  1. Evaluating Transatlantic Flight Emissions and Inefficiencies Using Space-Based ADS-B Data
    Conference 2023
    Sun, Junzi ; Tassanbi, Aidana ; Obojski, Piotrek ; and Plantholt, Philip
    In Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain
    Copy Sun, J., Tassanbi, A., Obojski, P., & Plantholt, P. (2023, December). Evaluating Transatlantic Flight Emissions and Inefficiencies Using Space-Based ADS-B Data. Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain.
    Copy
    @inproceedings{sun20232evaluating,
      title = {Evaluating Transatlantic Flight Emissions and Inefficiencies Using Space-Based ADS-B Data},
      author = {Sun, Junzi and Tassanbi, Aidana and Obojski, Piotrek and Plantholt, Philip},
      booktitle = {Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain},
      year = {2023},
      month = dec,
      link = {https://doi.org/10.61009/SID.2023.1.41},
      tag = {sus}
    }
  2. Contrail Altitude Estimation Based on Shadows Detected in Landsat Imagery
    Conference 2023
    Roosenbrand, Esther ; Sun, Junzi ; and Hoesktra, Jacco
    In Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain
    Copy Roosenbrand, E., Sun, J., & Hoesktra, J. (2023, December). Contrail Altitude Estimation Based on Shadows Detected in Landsat Imagery. Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain.
    Copy
    @inproceedings{roosenbrand2023,
      title = {Contrail Altitude Estimation Based on Shadows Detected in Landsat Imagery},
      author = {Roosenbrand, Esther and Sun, Junzi and Hoesktra, Jacco},
      booktitle = {Proceedings of the 13th SESAR Innovation Days, Sevilla, Spain},
      year = {2023},
      month = dec,
      link = {https://doi.org/10.61009/SID.2023.1.06},
      tag = {sus, ai}
    }
  3. Contrail minimization through altitude diversions: A feasibility study leveraging global data
    Journal 2023
    DOI: 10.1016/j.trip.2023.100953
    Roosenbrand, Esther ; Sun, Junzi ; and Hoekstra, Jacco
    Transportation Research Interdisciplinary Perspectives
    Copy Roosenbrand, E., Sun, J., & Hoekstra, J. (2023). Contrail minimization through altitude diversions: A feasibility study leveraging global data. Transportation Research Interdisciplinary Perspectives, 22, 100953. https://doi.org/10.1016/j.trip.2023.100953
    Copy
    @article{roosenbrand2023contrail,
      title = {Contrail minimization through altitude diversions: A feasibility study leveraging global data},
      author = {Roosenbrand, Esther and Sun, Junzi and Hoekstra, Jacco},
      journal = {Transportation Research Interdisciplinary Perspectives},
      volume = {22},
      pages = {100953},
      year = {2023},
      month = nov,
      publisher = {Elsevier},
      doi = {10.1016/j.trip.2023.100953},
      link = {https://doi.org/10.1016/j.trip.2023.100953}
    }
  4. Fast contrail estimation with OpenSky data
    Conference 2023
    DOI: 10.59490/joas.2023.7264
    Sun, Junzi ; and Roosenbrand, Esther
    In Proceedings of 10th OpenSky Symposium
    Copy Sun, J., & Roosenbrand, E. (2023, November). Fast contrail estimation with OpenSky data. Proceedings of 10th OpenSky Symposium. https://doi.org/10.59490/joas.2023.7264
    Copy
    @inproceedings{sun2023fast,
      title = {Fast contrail estimation with OpenSky data},
      author = {Sun, Junzi and Roosenbrand, Esther},
      booktitle = {Proceedings of 10th OpenSky Symposium},
      publisher = {Journal of Open Aviation Science},
      month = nov,
      year = {2023},
      doi = {10.59490/joas.2023.7264},
      link = {https://doi.org/10.59490/joas.2023.7264},
      tag = {sus}
    }
  5. Compilation of an open-source traffic and CO2 emissions dataset for commercial aviation
    Conference 2023
    Salgas, Antoine ; Sun, Junzi ; Delbecq, Scott ; Planès, Thomas ; and Lafforgue, Gilles
    In Proceedings of 10th OpenSky Symposium
    Copy Salgas, A., Sun, J., Delbecq, S., Planès, T., & Lafforgue, G. (2023, November). Compilation of an open-source traffic and CO2 emissions dataset for commercial aviation. Proceedings of 10th OpenSky Symposium.
    Copy
    @inproceedings{salgas2023compilation,
      title = {Compilation of an open-source traffic and CO2 emissions dataset for commercial aviation},
      author = {Salgas, Antoine and Sun, Junzi and Delbecq, Scott and Plan{\`e}s, Thomas and Lafforgue, Gilles},
      booktitle = {Proceedings of 10th OpenSky Symposium},
      publisher = {Journal of Open Aviation Science},
      month = nov,
      year = {2023},
      link = {https://doi.org/10.59490/joas.2023.7201}
    }
  6. OpenSky Report 2023: Low Altitude Traffic Awareness for Light Aircraft with FLARM
    Conference 2023
    Olive, Xavier ; Strohmeier, Martin ; Sun, Junzi ; and Tresoldi, Giorgio
    In Proceedings of the 41th Digital Avionics Systems Conference
    Copy Olive, X., Strohmeier, M., Sun, J., & Tresoldi, G. (2023, September). OpenSky Report 2023: Low Altitude Traffic Awareness for Light Aircraft with FLARM. Proceedings of the 41th Digital Avionics Systems Conference. https://www.cs.ox.ac.uk/files/14442/3052.pdf
    Copy
    @inproceedings{olive2023opensky,
      title = {OpenSky Report 2023: Low Altitude Traffic Awareness for Light Aircraft with FLARM},
      author = {Olive, Xavier and Strohmeier, Martin and Sun, Junzi and Tresoldi, Giorgio},
      booktitle = {Proceedings of the 41th Digital Avionics Systems Conference},
      year = {2023},
      month = sep,
      url = {https://www.cs.ox.ac.uk/files/14442/3052.pdf},
      tag = {surv},
      award = true
    }
  7. Optimizing Global Flight Altitudes for Contrail Reduction: Insights from Open Flight and Weather Balloon Data
    Conference 2023
    Roosenbrand, Esther ; Sun, Junzi ; and Hoekstra, Jacco
    In 15th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Roosenbrand, E., Sun, J., & Hoekstra, J. (2023, June). Optimizing Global Flight Altitudes for Contrail Reduction: Insights from Open Flight and Weather Balloon Data. 15th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{roosenbrand2023optimizing,
      title = {Optimizing Global Flight Altitudes for Contrail Reduction: Insights from Open Flight and Weather Balloon Data},
      author = {Roosenbrand, Esther and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {15th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2023},
      month = jun,
      link = {https://drive.google.com/file/d/1vouiT2kyZojeauc6QHEgJBtQEMb8dVXg/view}
    }
  8. Estimating Wind Fields Using Physically Inspired Neural Networks With Aircraft Surveillance Data
    Conference 2023
    Malfliet, Jari ; Sun, Junzi ; and Hoekstra, Jacco
    In 15th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Malfliet, J., Sun, J., & Hoekstra, J. (2023, June). Estimating Wind Fields Using Physically Inspired Neural Networks With Aircraft Surveillance Data. 15th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{malfliet2023estimating,
      title = {Estimating Wind Fields Using Physically Inspired Neural Networks With Aircraft Surveillance Data},
      author = {Malfliet, Jari and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {15th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2023},
      month = jun,
      link = {https://drive.google.com/file/d/1nx0JY5wjEHQY8QtqMP7rZp2-fvZEgJdl/view}
    }
  9. Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space
    preprint 2023
    Sun, Junzi ; and Roosenbrand, Esther
    Copy Sun, J., & Roosenbrand, E. (2023). Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space.
    Copy
    @preprint{sun2023flight,
      title = {Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough Space},
      author = {Sun, Junzi and Roosenbrand, Esther},
      year = {2023},
      eprint = {2307.12032},
      archiveprefix = {arXiv},
      primaryclass = {cs.CV},
      tag = {ai, sus}
    }
  10. Environmental inefficiencies for arrival flights at European airports
    Journal 2023
    DOI: 10.1371/journal.pone.0287612
    Olive, Xavier ; Sun, Junzi ; Basora, Luis ; and Spinielli, Enrico
    PLoS One
    Copy Olive, X., Sun, J., Basora, L., & Spinielli, E. (2023). Environmental inefficiencies for arrival flights at European airports. PLoS One, 18(6), e0287612. https://doi.org/10.1371/journal.pone.0287612
    Copy
    @article{olive2023environmental,
      title = {Environmental inefficiencies for arrival flights at European airports},
      author = {Olive, Xavier and Sun, Junzi and Basora, Luis and Spinielli, Enrico},
      journal = {{PLoS One}},
      volume = {18},
      number = {6},
      pages = {e0287612},
      year = {2023},
      publisher = {Public Library of Science San Francisco, CA USA},
      link = {https://doi.org/10.1371/journal.pone.0287612},
      doi = {10.1371/journal.pone.0287612}
    }
  11. Polynomial Chaos Expansion-Based Enhanced Gaussian Process Regression for Wind Velocity Field Estimation from Aircraft-Derived Data
    Journal 2023
    DOI: 10.3390/math11041018
    Marinescu, Marius ; Olivares, Alberto ; Staffetti, Ernesto ; and Sun, Junzi
    Mathematics
    Copy Marinescu, M., Olivares, A., Staffetti, E., & Sun, J. (2023). Polynomial Chaos Expansion-Based Enhanced Gaussian Process Regression for Wind Velocity Field Estimation from Aircraft-Derived Data. Mathematics, 11(4), 1018. https://doi.org/10.3390/math11041018
    Copy
    @article{marinescu2023polynomial,
      title = {Polynomial Chaos Expansion-Based Enhanced Gaussian Process Regression for Wind Velocity Field Estimation from Aircraft-Derived Data},
      author = {Marinescu, Marius and Olivares, Alberto and Staffetti, Ernesto and Sun, Junzi},
      journal = {Mathematics},
      volume = {11},
      number = {4},
      pages = {1018},
      year = {2023},
      publisher = {MDPI},
      link = {https://doi.org/10.3390/math11041018},
      doi = {10.3390/math11041018},
      tag = {meteo}
    }

2022

  1. Evaluating Aviation Emission Inefficiencies and Reduction Challenges with Electric Flights
    Conference 2022
    Sun, Junzi ; Olive, Xavier ; and Delahaye, Daniel
    In Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary
    Copy Sun, J., Olive, X., & Delahaye, D. (2022, December). Evaluating Aviation Emission Inefficiencies and Reduction Challenges with Electric Flights. Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary.
    Copy
    @inproceedings{sun2022evaluating,
      title = {Evaluating Aviation Emission Inefficiencies and Reduction Challenges with Electric Flights},
      author = {Sun, Junzi and Olive, Xavier and Delahaye, Daniel},
      booktitle = {Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary},
      year = {2022},
      month = dec,
      link = {https://research.tudelft.nl/files/151906465/sids22_paper_106.pdf},
      award = true
    }
  2. Examining Contrail Formation Models with Open Flight and Remote Sensing Data
    Conference 2022
    Roosenbrand, Esther ; Sun, Junzi ; and Hoekstra, Jacco
    In Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary
    Copy Roosenbrand, E., Sun, J., & Hoekstra, J. (2022, December). Examining Contrail Formation Models with Open Flight and Remote Sensing Data. Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary.
    Copy
    @inproceedings{roosenbrand2022examining,
      title = {Examining Contrail Formation Models with Open Flight and Remote Sensing Data},
      author = {Roosenbrand, Esther and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary},
      year = {2022},
      month = dec,
      link = {https://research.tudelft.nl/files/151906511/sids22_paper_77.pdf}
    }
  3. Preliminary Design and Capacity Study of Automatic Dependent Surveillance for Drones
    Conference 2022
    Vlaskin, Aleksandr ; Sun, Junzi ; and Hoekstra, Jacco
    In Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary
    Copy Vlaskin, A., Sun, J., & Hoekstra, J. (2022, December). Preliminary Design and Capacity Study of Automatic Dependent Surveillance for Drones. Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary.
    Copy
    @inproceedings{vlaskin2022preliminary,
      title = {Preliminary Design and Capacity Study of Automatic Dependent Surveillance for Drones},
      author = {Vlaskin, Aleksandr and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {Proceedings of the 12th SESAR Innovation Days, Budapest, Hungary},
      year = {2022},
      month = dec,
      tag = {surv},
      link = {https://research.tudelft.nl/files/151906542/sids22_paper_107.pdf}
    }
  4. Environmental Footprint of Private and Business Jets
    Conference 2022
    Sun, Junzi ; Olive, Xavier ; and Strohmeier, Martin
    In Proceedings of 10th OpenSky Symposium
    Copy Sun, J., Olive, X., & Strohmeier, M. (2022, November). Environmental Footprint of Private and Business Jets. Proceedings of 10th OpenSky Symposium.
    Copy
    @inproceedings{sun2022environmental,
      title = {Environmental Footprint of Private and Business Jets},
      author = {Sun, Junzi and Olive, Xavier and Strohmeier, Martin},
      booktitle = {Proceedings of 10th OpenSky Symposium},
      year = {2022},
      month = nov,
      publisher = {MDPI},
      link = {https://doi.org/10.3390/engproc2022028013},
      tag = {sus}
    }
  5. Evading the Public Eye: On Astroturfing in Open Aviation Data
    Conference 2022
    Strohmeier, Martin ; Olive, Xavier ; and Sun, Junzi
    In Proceedings of 10th OpenSky Symposium
    Copy Strohmeier, M., Olive, X., & Sun, J. (2022, November). Evading the Public Eye: On Astroturfing in Open Aviation Data. Proceedings of 10th OpenSky Symposium.
    Copy
    @inproceedings{strohmeier2022evading,
      title = {Evading the Public Eye: On Astroturfing in Open Aviation Data},
      author = {Strohmeier, Martin and Olive, Xavier and Sun, Junzi},
      booktitle = {Proceedings of 10th OpenSky Symposium},
      year = {2022},
      month = nov,
      publisher = {MDPI},
      link = {https://doi.org/10.3390/engproc2022028007}
    }
  6. OpenSky Report 2022: Evaluating Aviation Emissions Using Crowdsourced Open Flight Data
    Conference 2022
    Sun, Junzi ; Basora, Luis ; Olive, Xavier ; Strohmeier, Martin ; Schäfer, Matthias ; Martinovic, Ivan ; and Lenders, Vincent
    In Proceedings of the 40th Digital Avionics Systems Conference
    Copy Sun, J., Basora, L., Olive, X., Strohmeier, M., Schäfer, M., Martinovic, I., & Lenders, V. (2022, September). OpenSky Report 2022: Evaluating Aviation Emissions Using Crowdsourced Open Flight Data. Proceedings of the 40th Digital Avionics Systems Conference.
    Copy
    @inproceedings{sun2022opensky,
      title = {OpenSky Report 2022: Evaluating Aviation Emissions Using Crowdsourced Open Flight Data},
      author = {Sun, Junzi and Basora, Luis and Olive, Xavier and Strohmeier, Martin and Sch{\"a}fer, Matthias and Martinovic, Ivan and Lenders, Vincent},
      booktitle = {Proceedings of the 40th Digital Avionics Systems Conference},
      year = {2022},
      month = sep,
      link = {https://pure.tudelft.nl/ws/portalfiles/portal/140416750},
      tag = {sus}
    }
  7. OpenAP. top: Open Flight Trajectory Optimization for Air Transport and Sustainability Research
    Journal 2022
    DOI: 10.3390/aerospace9070383
    Sun, Junzi
    Aerospace
    Copy Sun, J. (2022). OpenAP. top: Open Flight Trajectory Optimization for Air Transport and Sustainability Research. Aerospace, 9(7), 383. https://doi.org/10.3390/aerospace9070383
    Copy
    @article{sun2022top,
      title = {OpenAP. top: Open Flight Trajectory Optimization for Air Transport and Sustainability Research},
      author = {Sun, Junzi},
      journal = {Aerospace},
      volume = {9},
      number = {7},
      pages = {383},
      year = {2022},
      month = jul,
      publisher = {Multidisciplinary Digital Publishing Institute},
      link = {https://doi.org/10.3390/aerospace9070383},
      doi = {10.3390/aerospace9070383},
      tag = {perf, sus}
    }
  8. Designing Recurrent and Graph Neural Networks to Predict Airport and Air Traffic Network Delays
    Conference 2022
    Sun, Junzi ; Dijkstra, Tristan ; Aristodemou, Constantinos ; Buzetelu, Vlad ; Falat, Theo ; Hogenelst, Tim ; Prins, Niels ; and Slijper, Benjamin
    In Proceedings of the 10th International Conference for Research in Air Transportation
    Copy Sun, J., Dijkstra, T., Aristodemou, C., Buzetelu, V., Falat, T., Hogenelst, T., Prins, N., & Slijper, B. (2022, June). Designing Recurrent and Graph Neural Networks to Predict Airport and Air Traffic Network Delays. Proceedings of the 10th International Conference for Research in Air Transportation.
    Copy
    @inproceedings{sun2022,
      title = {Designing Recurrent and Graph Neural Networks to Predict Airport and Air Traffic Network Delays},
      author = {Sun, Junzi and Dijkstra, Tristan and Aristodemou, Constantinos and Buzetelu, Vlad and Falat, Theo and Hogenelst, Tim and Prins, Niels and Slijper, Benjamin},
      booktitle = {Proceedings of the 10th International Conference for Research in Air Transportation},
      year = {2022},
      month = jun,
      link = {https://research.tudelft.nl/files/126274370/ICRAT2022_paper_37.pdf},
      tag = {ai},
      award = true
    }
  9. Environmental Impact Optimisation of Flight Plans in a Fixed and Free Route network
    Conference 2022
    Vergnes, Florent ; Bedouet, Judicaël ; Olive, Xavier ; and Sun, Junzi
    In Proceedings of the 10th International Conference for Research in Air Transportation
    Copy Vergnes, F., Bedouet, J., Olive, X., & Sun, J. (2022, June). Environmental Impact Optimisation of Flight Plans in a Fixed and Free Route network. Proceedings of the 10th International Conference for Research in Air Transportation.
    Copy
    @inproceedings{vergnes2022env,
      title = {Environmental Impact Optimisation of Flight Plans in a Fixed and Free Route network},
      author = {Vergnes, Florent and Bedouet, Judicaël and Olive, Xavier and Sun, Junzi},
      booktitle = {Proceedings of the 10th International Conference for Research in Air Transportation},
      year = {2022},
      month = jun,
      link = {https://research.tudelft.nl/files/126274460/ICRAT2022_paper_22.pdf},
      tag = {sus}
    }
  10. Assessing and Modelling Climate Optimal Flights Using Open Surveillance and Remote Sensing Data
    Conference 2022
    Roosenbrand, Esther ; Sun, Junzi ; Dedoussi, Irene ; Stam, Daphne ; and Hoekstra, Jacco
    In Proceedings of the 10th International Conference for Research in Air Transportation
    Copy Roosenbrand, E., Sun, J., Dedoussi, I., Stam, D., & Hoekstra, J. (2022, June). Assessing and Modelling Climate Optimal Flights Using Open Surveillance and Remote Sensing Data. Proceedings of the 10th International Conference for Research in Air Transportation.
    Copy
    @inproceedings{roosenbrand2022,
      title = {Assessing and Modelling Climate Optimal Flights Using Open Surveillance and Remote Sensing Data},
      author = {Roosenbrand, Esther and Sun, Junzi and Dedoussi, Irene and Stam, Daphne and Hoekstra, Jacco},
      booktitle = {Proceedings of the 10th International Conference for Research in Air Transportation},
      year = {2022},
      month = jun,
      link = {https://research.tudelft.nl/files/126274533/ICRAT2022_paper_2.pdf},
      tag = {sus}
    }
  11. Global Civil Aviation Emissions Estimates for 2017–2020 Using ADS-B Data
    Journal 2022
    DOI: 10.2514/1.C036763
    Quadros, FDA ; Snellen, M ; Sun, J ; and Dedoussi, IC
    Journal of Aircraft
    Copy Quadros, F. D. A., Snellen, M., Sun, J., & Dedoussi, I. C. (2022). Global Civil Aviation Emissions Estimates for 2017–2020 Using ADS-B Data. Journal of Aircraft. https://doi.org/10.2514/1.C036763
    Copy
    @article{quadros2022global,
      title = {Global Civil Aviation Emissions Estimates for 2017--2020 Using ADS-B Data},
      author = {Quadros, FDA and Snellen, M and Sun, J and Dedoussi, IC},
      journal = {Journal of Aircraft},
      year = {2022},
      month = may,
      publisher = {AIAA},
      link = {https://doi.org/10.2514/1.C036763},
      doi = {10.2514/1.C036763}
    }
  12. Aircraft Trajectory Prediction using ADS-B Data
    Conference 2022
    YANG, X ; Sun, Junzi ; and Rajan, RT
    In 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)
    Copy YANG, X., Sun, J., & Rajan, R. T. (2022, May). Aircraft Trajectory Prediction using ADS-B Data. 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022).
    Copy
    @inproceedings{yang2022aircraft,
      title = {Aircraft Trajectory Prediction using ADS-B Data},
      author = {YANG, X and Sun, Junzi and Rajan, RT},
      booktitle = {42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)},
      year = {2022},
      month = may,
      link = {https://research.tudelft.nl/en/publications/aircraft-trajectory-prediction-using-ads-b-data},
      tag = {perf}
    }
  13. Wind velocity field estimation from aircraft derived data using Gaussian process regression
    Journal 2022
    DOI: 10.1371/journal.pone.0276185
    Marinescu, Marius ; Olivares, Alberto ; Staffetti, Ernesto ; and Sun, Junzi
    Plos one
    Copy Marinescu, M., Olivares, A., Staffetti, E., & Sun, J. (2022). Wind velocity field estimation from aircraft derived data using Gaussian process regression. Plos One, 17(10), e0276185. https://doi.org/10.1371/journal.pone.0276185
    Copy
    @article{marinescu2022wind,
      title = {Wind velocity field estimation from aircraft derived data using Gaussian process regression},
      author = {Marinescu, Marius and Olivares, Alberto and Staffetti, Ernesto and Sun, Junzi},
      journal = {Plos one},
      volume = {17},
      number = {10},
      pages = {e0276185},
      year = {2022},
      publisher = {Public Library of Science San Francisco, CA USA},
      link = {https://doi.org/10.1371/journal.pone.0276185},
      doi = {10.1371/journal.pone.0276185},
      tag = {meteo}
    }
  14. On the Estimation of Vector Wind Profiles Using Aircraft-Derived Data and Gaussian Process Regression
    Journal 2022
    DOI: 10.3390/aerospace9070377
    Marinescu, Marius ; Olivares, Alberto ; Staffetti, Ernesto ; and Sun, Junzi
    Aerospace
    Copy Marinescu, M., Olivares, A., Staffetti, E., & Sun, J. (2022). On the Estimation of Vector Wind Profiles Using Aircraft-Derived Data and Gaussian Process Regression. Aerospace, 9(7), 377. https://doi.org/10.3390/aerospace9070377
    Copy
    @article{marinescu2022estimation,
      title = {On the Estimation of Vector Wind Profiles Using Aircraft-Derived Data and Gaussian Process Regression},
      author = {Marinescu, Marius and Olivares, Alberto and Staffetti, Ernesto and Sun, Junzi},
      journal = {Aerospace},
      volume = {9},
      number = {7},
      pages = {377},
      year = {2022},
      publisher = {MDPI},
      link = {https://doi.org/10.3390/aerospace9070377},
      doi = {10.3390/aerospace9070377}
    }

2021

  1. METSIS: Hyperlocal Wind Nowcasting for U-space
    Conference 2021
    Sunil, Emmanuel ; Koerse, Ralph ; Selling, Stijn ; Doorn, Jan-Willem ; Brinkman, Thomas ; and Sun, Junzi
    In Proceedings of the 11th SESAR Innovation Days, Online
    Copy Sunil, E., Koerse, R., van Selling, S., van Doorn, J.-W., Brinkman, T., & Sun, J. (2021, December). METSIS: Hyperlocal Wind Nowcasting for U-space. Proceedings of the 11th SESAR Innovation Days, Online.
    Copy
    @inproceedings{sunil2021metsis,
      title = {METSIS: Hyperlocal Wind Nowcasting for U-space},
      author = {Sunil, Emmanuel and Koerse, Ralph and van Selling, Stijn and van Doorn, Jan-Willem and Brinkman, Thomas and Sun, Junzi},
      booktitle = {Proceedings of the 11th SESAR Innovation Days, Online},
      year = {2021},
      month = dec,
      link = {https://www.sesarju.eu/sites/default/files/documents/sid/2021/papers/SIDs_2021_paper_88.pdf},
      tag = {meteo}
    }
  2. Quantifying Accuracy and Uncertainty in Data-Driven Flight Trajectory Predictions with Gaussian Process Regression
    Conference 2021
    Graas, Rik ; Sun, Junzi ; and Hoekstra, Jacco
    In Proceedings of the 11th SESAR Innovation Days, Online
    Copy Graas, R., Sun, J., & Hoekstra, J. (2021, December). Quantifying Accuracy and Uncertainty in Data-Driven Flight Trajectory Predictions with Gaussian Process Regression. Proceedings of the 11th SESAR Innovation Days, Online.
    Copy
    @inproceedings{graas2021gprtp,
      title = {Quantifying Accuracy and Uncertainty in Data-Driven Flight Trajectory Predictions with Gaussian Process Regression},
      author = {Graas, Rik and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {Proceedings of the 11th SESAR Innovation Days, Online},
      year = {2021},
      month = dec,
      tag = {ai},
      link = {https://www.sesarju.eu/sites/default/files/documents/sid/2021/papers/SIDs_2021_paper_70.pdf}
    }
  3. Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP
    Conference 2021
    Sun, Junzi ; and Dedoussi, Irene
    In Proceedings of 9th OpenSky Symposium
    Copy Sun, J., & Dedoussi, I. (2021, November). Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP. Proceedings of 9th OpenSky Symposium.
    Copy
    @inproceedings{sun2021euemission,
      title = {Evaluation of Aviation Emissions and Environmental Costs in Europe Using OpenSky and OpenAP},
      author = {Sun, Junzi and Dedoussi, Irene},
      booktitle = {Proceedings of 9th OpenSky Symposium},
      year = {2021},
      month = nov,
      link = {https://doi.org/10.3390/engproc2021013005},
      tag = {sus}
    }
  4. ADS-B Signal Verification Using a Coherent Receiver
    Conference 2021
    Huygen, Wouter ; Sun, Junzi ; and Hoekstra, Jacco
    In Proceedings of 9th OpenSky Symposium
    Copy Huygen, W., Sun, J., & Hoekstra, J. (2021, November). ADS-B Signal Verification Using a Coherent Receiver. Proceedings of 9th OpenSky Symposium.
    Copy
    @inproceedings{huygen2021adsb,
      title = {ADS-B Signal Verification Using a Coherent Receiver},
      author = {Huygen, Wouter and Sun, Junzi and Hoekstra, Jacco},
      booktitle = {Proceedings of 9th OpenSky Symposium},
      year = {2021},
      month = nov,
      tag = {surv},
      link = {https://doi.org/10.3390/engproc2021013004}
    }
  5. OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis
    Conference 2021
    Sun, Junzi ; Olive, Xavier ; Strohmeier, Martin ; Schäfer, Matthias ; Martinovic, Ivan ; and Lenders, Vincent
    In Proceedings of the 40th Digital Avionics Systems Conference
    Copy Sun, J., Olive, X., Strohmeier, M., Schäfer, M., Martinovic, I., & Lenders, V. (2021, October). OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis. Proceedings of the 40th Digital Avionics Systems Conference.
    Copy
    @inproceedings{sun2021opensky,
      title = {OpenSky Report 2021: Insights on ADS-B Mandate and Fleet Deployment in Times of Crisis},
      author = {Sun, Junzi and Olive, Xavier and Strohmeier, Martin and Sch{\"a}fer, Matthias and Martinovic, Ivan and Lenders, Vincent},
      booktitle = {Proceedings of the 40th Digital Avionics Systems Conference},
      year = {2021},
      month = oct,
      link = {https://www.cs.ox.ac.uk/files/12934/dasc_2021_adsb_mandate_fleet_deployment.pdf},
      tag = {surv}
    }
  6. Fuel Inefficiency Characterisation and Assessment due to Early Execution of Top of Descents
    Conference 2021
    Dalmau, Ramon ; Sun, Junzi ; and Prats, Xavier
    In 14th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Dalmau, R., Sun, J., & Prats, X. (2021, September). Fuel Inefficiency Characterisation and Assessment due to Early Execution of Top of Descents. 14th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{dalmau2021fuel,
      title = {Fuel Inefficiency Characterisation and Assessment due to Early Execution of Top of Descents},
      author = {Dalmau, Ramon and Sun, Junzi and Prats, Xavier},
      booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2021},
      month = sep,
      link = {https://research.tudelft.nl/files/105023510/ATM_Seminar_2021_paper_77.pdf},
      tag = {sus}
    }
  7. A Framework to Evaluate Aircraft Trajectory Generation Methods
    Conference 2021
    Olive, Xavier ; Sun, Junzi ; Murça, M ; and Krauth, Timothé
    In 14th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Olive, X., Sun, J., Murça, M., & Krauth, T. (2021, September). A Framework to Evaluate Aircraft Trajectory Generation Methods. 14th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{olive2021framework,
      title = {A Framework to Evaluate Aircraft Trajectory Generation Methods},
      author = {Olive, Xavier and Sun, Junzi and Mur{\c{c}}a, M and Krauth, Timoth{\'e}},
      booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2021},
      month = sep,
      link = {https://research.tudelft.nl/files/105023386/ATM_Seminar_2021_paper_25.pdf},
      tag = {ai}
    }
  8. Wind profile estimation from aircraft derived data using Kalman Filters and Gaussian Process Regression
    Conference 2021
    Marinescu, Marius ; Olivares, Alberto ; Staffetti, Ernesto ; and Sun, Junzi
    In 14th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Marinescu, M., Olivares, A., Staffetti, E., & Sun, J. (2021, September). Wind profile estimation from aircraft derived data using Kalman Filters and Gaussian Process Regression. 14th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{marinescu2021wind,
      title = {Wind profile estimation from aircraft derived data using Kalman Filters and Gaussian Process Regression},
      author = {Marinescu, Marius and Olivares, Alberto and Staffetti, Ernesto and Sun, Junzi},
      booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2021},
      month = sep,
      link = {https://research.tudelft.nl/files/105023305/ATM_Seminar_2021_paper_21.pdf},
      tag = {meteo}
    }
  9. Modeling and detecting anomalous safety events in approach flights using ADS-B data
    Conference 2021
    Bonifazi, Alberto ; Sun, Junzi ; Hoekstra, Jacco ; and Baren, Gerben
    In 14th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Bonifazi, A., Sun, J., Hoekstra, J., & van Baren, G. (2021, September). Modeling and detecting anomalous safety events in approach flights using ADS-B data. 14th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{sun2021safety,
      title = {Modeling and detecting anomalous safety events in approach flights using ADS-B data},
      author = {Bonifazi, Alberto and Sun, Junzi and Hoekstra, Jacco and van Baren, Gerben},
      booktitle = {14th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2021},
      month = sep,
      tag = {ai},
      link = {https://research.tudelft.nl/files/105023158/ATM_Seminar_2021_paper_69.pdf}
    }
  10. The 1090 Megahertz Riddle: A Guide to Decoding Mode S and ADS-B Signals
    Book 2021
    DOI: 10.34641/mg.11
    Sun, Junzi
    TU Delft OPEN Publishing
    Copy Sun, J. (2021). The 1090 Megahertz Riddle: A Guide to Decoding Mode S and ADS-B Signals (2nd ed.). TU Delft OPEN Publishing. https://doi.org/10.34641/mg.11
    Copy
    @book{sun1090mhz,
      author = {Sun, Junzi},
      title = {The 1090 Megahertz Riddle: A Guide to Decoding Mode S and ADS-B Signals},
      publisher = {TU Delft OPEN Publishing},
      year = {2021},
      month = may,
      edition = {2},
      isbn = {978-94-6366-402-8},
      doi = {10.34641/mg.11},
      tag = {surv},
      link = {https://doi.org/10.34641/mg.11}
    }

2020

  1. Mode S Transponder Comm-B Capabilities in Current Operational Aircraft
    Conference 2020
    DOI: 10.3390/proceedings2020059004
    Sun, Junzi ; Vû, Huy ; Olive, Xavier ; and Hoekstra, Jacco
    In Multidisciplinary Digital Publishing Institute Proceedings
    Copy Sun, J., Vû, H., Olive, X., & Hoekstra, J. (2020). Mode S Transponder Comm-B Capabilities in Current Operational Aircraft. Multidisciplinary Digital Publishing Institute Proceedings, 59(1), 4. https://doi.org/10.3390/proceedings2020059004
    Copy
    @inproceedings{sun2020modes,
      title = {Mode S Transponder Comm-B Capabilities in Current Operational Aircraft},
      author = {Sun, Junzi and V{\^u}, Huy and Olive, Xavier and Hoekstra, Jacco},
      booktitle = {Multidisciplinary Digital Publishing Institute Proceedings},
      volume = {59},
      number = {1},
      pages = {4},
      year = {2020},
      month = nov,
      doi = {10.3390/proceedings2020059004},
      link = {https://doi.org/10.3390/proceedings2020059004},
      tag = {surv}
    }
  2. Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches
    Conference 2020
    DOI: 10.3390/proceedings2020059008
    Olive, Xavier ; Sun, Junzi ; Lafage, Adrien ; and Basora, Luis
    In Multidisciplinary Digital Publishing Institute Proceedings
    Copy Olive, X., Sun, J., Lafage, A., & Basora, L. (2020). Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches. Multidisciplinary Digital Publishing Institute Proceedings, 59(1), 8. https://doi.org/10.3390/proceedings2020059008
    Copy
    @inproceedings{olive2020detecting,
      title = {Detecting Events in Aircraft Trajectories: Rule-Based and Data-Driven Approaches},
      author = {Olive, Xavier and Sun, Junzi and Lafage, Adrien and Basora, Luis},
      booktitle = {Multidisciplinary Digital Publishing Institute Proceedings},
      volume = {59},
      number = {1},
      pages = {8},
      year = {2020},
      month = nov,
      doi = {10.3390/proceedings2020059008},
      link = {https://doi.org/10.3390/proceedings2020059008}
    }
  3. Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency
    Conference 2020
    Sun, J ; and Hoekstra, JM
    In Proceedings of the 9th International Conference for Research in Air Transportation
    Copy Sun, J., & Hoekstra, J. M. (2020, September). Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency. Proceedings of the 9th International Conference for Research in Air Transportation.
    Copy
    @inproceedings{sun2020rf,
      title = {Analyzing Aircraft Surveillance Signal Quality at the 1090 Megahertz Radio Frequency},
      author = {Sun, J and Hoekstra, JM},
      booktitle = {Proceedings of the 9th International Conference for Research in Air Transportation},
      year = {2020},
      month = sep,
      link = {https://research.tudelft.nl/files/85733420/ICRAT2020_paper_25.pdf},
      tag = {surv},
      award = true
    }
  4. Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data
    Conference 2020
    Olive, Xavier ; and Sun, Junzi
    In Proceedings of the 9th International Conference on Research in Air Transportation, Tampa, FL, USA
    Copy Olive, X., & Sun, J. (2020). Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data. Proceedings of the 9th International Conference on Research in Air Transportation, Tampa, FL, USA, 23–26.
    Copy
    @inproceedings{olive2020detectinh,
      title = {Detecting and Measuring Turbulence from Mode S Surveillance Downlink Data},
      author = {Olive, Xavier and Sun, Junzi},
      booktitle = {Proceedings of the 9th International Conference on Research in Air Transportation, Tampa, FL, USA},
      pages = {23--26},
      year = {2020},
      month = sep,
      link = {https://research.tudelft.nl/files/85733396/ICRAT2020_paper_3.pdf},
      tag = {meteo}
    }
  5. OpenAP: An open-source aircraft performance model for air transportation studies and simulations
    Journal 2020
    DOI: 10.3390/aerospace7080104
    Sun, Junzi ; Hoekstra, Jacco ; and Ellerbroek, Joost
    Aerospace
    Copy Sun, J., Hoekstra, J., & Ellerbroek, J. (2020). OpenAP: An open-source aircraft performance model for air transportation studies and simulations. Aerospace, 7(8), 104. https://doi.org/10.3390/aerospace7080104
    Copy
    @article{sun2020openap,
      title = {OpenAP: An open-source aircraft performance model for air transportation studies and simulations},
      author = {Sun, Junzi and Hoekstra, Jacco and Ellerbroek, Joost},
      journal = {Aerospace},
      volume = {7},
      number = {8},
      pages = {104},
      year = {2020},
      month = jul,
      publisher = {Multidisciplinary Digital Publishing Institute},
      link = {https://doi.org/10.3390/aerospace7080104},
      doi = {10.3390/aerospace7080104},
      tag = {perf}
    }
  6. Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model
    Journal 2020
    DOI: 10.1016/j.trc.2020.01.026
    Sun, Junzi ; Hoekstra, Jacco ; and Ellerbroek, Joost
    Transportation Research Part C: Emerging Technologies
    Copy Sun, J., Hoekstra, J., & Ellerbroek, J. (2020). Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model. Transportation Research Part C: Emerging Technologies, 114, 391–404. https://doi.org/10.1016/j.trc.2020.01.026
    Copy
    @article{sun2020estimating,
      title = {Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model},
      author = {Sun, Junzi and Hoekstra, Jacco and Ellerbroek, Joost},
      journal = {Transportation Research Part C: Emerging Technologies},
      volume = {114},
      pages = {391--404},
      year = {2020},
      month = may,
      publisher = {Elsevier},
      link = {https://research.tudelft.nl/files/71038050/published_OpenAP_drag_polar.pdf},
      doi = {10.1016/j.trc.2020.01.026},
      tag = {ai, perf}
    }

2019

  1. Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data
    Conference 2019
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In Proceedings of the 9th SESAR Innovation Days, Athens, Greece
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2019). Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data. Proceedings of the 9th SESAR Innovation Days, Athens, Greece, 2–5.
    Copy
    @inproceedings{sun2019reconstructing,
      title = {Reconstructing Aircraft Turn Manoeuvres for Trajectory Analyses Using ADS-B Data},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {Proceedings of the 9th SESAR Innovation Days, Athens, Greece},
      pages = {2--5},
      year = {2019},
      month = dec,
      link = {https://www.sesarju.eu/sites/default/files/documents/sid/2019/papers/SIDs_2019_paper_57.pdf},
      tag = {perf}
    }
  2. Integrating pyModeS and OpenSky Historical Database
    Conference 2019
    DOI: 10.29007/mmsb
    Sun, J ; and Hoekstra, JM
    In Proceedings of the 7th OpenSky Workshop 2019
    Copy Sun, J., & Hoekstra, J. M. (2019). Integrating pyModeS and OpenSky Historical Database. Proceedings of the 7th OpenSky Workshop 2019, 67. https://doi.org/10.29007/mmsb
    Copy
    @inproceedings{sun2019pyopensky,
      title = {Integrating pyModeS and OpenSky Historical Database},
      author = {Sun, J and Hoekstra, JM},
      doi = {10.29007/mmsb},
      booktitle = {Proceedings of the 7th OpenSky Workshop 2019},
      volume = {67},
      year = {2019},
      month = nov,
      link = {https://easychair.org/publications/paper/f7Wc}
    }
  3. Particle filter for aircraft mass estimation and uncertainty modeling
    Journal 2019
    DOI: 10.1016/j.trc.2019.05.030
    Sun, Junzi ; Blom, Henk AP ; Ellerbroek, Joost ; and Hoekstra, Jacco
    Transportation Research Part C: Emerging Technologies
    Copy Sun, J., Blom, H. A. P., Ellerbroek, J., & Hoekstra, J. (2019). Particle filter for aircraft mass estimation and uncertainty modeling. Transportation Research Part C: Emerging Technologies, 105, 145–162. https://doi.org/10.1016/j.trc.2019.05.030
    Copy
    @article{sun2019particle,
      title = {Particle filter for aircraft mass estimation and uncertainty modeling},
      author = {Sun, Junzi and Blom, Henk AP and Ellerbroek, Joost and Hoekstra, Jacco},
      journal = {Transportation Research Part C: Emerging Technologies},
      volume = {105},
      pages = {145--162},
      year = {2019},
      month = aug,
      publisher = {Elsevier},
      doi = {10.1016/j.trc.2019.05.030},
      link = {https://research.tudelft.nl/files/54440038/1_s2.0_S0968090X18313524_main.pdf},
      tag = {perf}
    }
  4. Open aircraft performance modeling: based on an analysis of aircraft surveillance data
    Book 2019
    DOI: 10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a
    Sun, Junzi
    TU Delft
    Copy Sun, J. (2019). Open aircraft performance modeling: based on an analysis of aircraft surveillance data. TU Delft. https://doi.org/10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a
    Copy
    @book{sun2019thesis,
      title = {Open aircraft performance modeling: based on an analysis of aircraft surveillance data},
      author = {Sun, Junzi},
      publisher = {TU Delft},
      year = {2019},
      month = jun,
      doi = {10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a},
      link = {https://doi.org/10.4233/uuid:af94d535-1853-4a6c-8b3f-77c98a52346a}
    }
  5. pymodes: Decoding Mode S Surveillance Data for Open Air Transportation Research
    Journal 2019
    DOI: 10.1109/TITS.2019.2914770
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco
    IEEE Transactions on Intelligent Transportation Systems
    Copy Sun, J., Vû, H., Ellerbroek, J., & Hoekstra, J. (2019). pymodes: Decoding Mode S Surveillance Data for Open Air Transportation Research. IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/TITS.2019.2914770
    Copy
    @article{sun2019pymodes,
      title = {pymodes: Decoding Mode S Surveillance Data for Open Air Transportation Research},
      author = {Sun, Junzi and V{\^u}, Huy and Ellerbroek, Joost and Hoekstra, Jacco},
      journal = {IEEE Transactions on Intelligent Transportation Systems},
      doi = {10.1109/TITS.2019.2914770},
      year = {2019},
      month = may,
      publisher = {IEEE},
      tag = {surv},
      link = {https://research.tudelft.nl/files/103003967/08718517.pdf}
    }
  6. WRAP: An open-source kinematic aircraft performance model
    Journal 2019
    DOI: 10.1016/j.trc.2018.11.009
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    Transportation Research Part C: Emerging Technologies
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2019). WRAP: An open-source kinematic aircraft performance model. Transportation Research Part C: Emerging Technologies, 98, 118–138. https://doi.org/10.1016/j.trc.2018.11.009
    Copy
    @article{sun2019wrap,
      title = {WRAP: An open-source kinematic aircraft performance model},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      journal = {Transportation Research Part C: Emerging Technologies},
      volume = {98},
      pages = {118--138},
      year = {2019},
      month = jan,
      publisher = {Elsevier},
      doi = {10.1016/j.trc.2018.11.009},
      link = {https://research.tudelft.nl/files/52638054/1_s2.0_S0968090X18306089_main.pdf},
      tag = {perf}
    }

2018

  1. Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model
    Journal 2018
    DOI: 110.1371/journal.pone.0205029
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco
    PloS one
    Copy Sun, J., Vû, H., Ellerbroek, J., & Hoekstra, J. (2018). Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model. PloS One, 13(10), e0205029. https://doi.org/110.1371/journal.pone.0205029
    Copy
    @article{sun2018mp,
      title = {Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model},
      author = {Sun, Junzi and V{\^u}, Huy and Ellerbroek, Joost and Hoekstra, Jacco},
      journal = {PloS one},
      volume = {13},
      number = {10},
      pages = {e0205029},
      year = {2018},
      month = oct,
      publisher = {Public Library of Science},
      doi = {110.1371/journal.pone.0205029},
      link = {https://doi.org/10.1371/journal.pone.0205029},
      tag = {meteo}
    }
  2. Aircraft Drag Polar Estimation Based on a Stochastic Hierarchical Model
    Conference 2018
    Sun, Junzi ; Hoekstra, Jacco ; and Ellerbroek, Joost
    In 8th International Conference on Research in Air Transportation
    Copy Sun, J., Hoekstra, J., & Ellerbroek, J. (2018, June). Aircraft Drag Polar Estimation Based on a Stochastic Hierarchical Model. 8th International Conference on Research in Air Transportation.
    Copy
    @inproceedings{sun2018drag,
      title = {Aircraft Drag Polar Estimation Based on a Stochastic Hierarchical Model},
      author = {Sun, Junzi and Hoekstra, Jacco and Ellerbroek, Joost},
      booktitle = {8th International Conference on Research in Air Transportation},
      year = {2018},
      month = jun,
      link = {https://www.sesarju.eu/sites/default/files/documents/sid/2018/papers/SIDs_2018_paper_75.pdf},
      tag = {perf}
    }
  3. Aircraft Mass and Thrust Estimation Using Recursive Bayesian Method
    Conference 2018
    Sun, Junzi ; Blom, Henk A P ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 8th International Conference on Research in Air Transportation
    Copy Sun, J., Blom, H. A. P., Ellerbroek, J., & Hoekstra, J. (2018, June). Aircraft Mass and Thrust Estimation Using Recursive Bayesian Method. 8th International Conference on Research in Air Transportation.
    Copy
    @inproceedings{sun2018smc,
      title = {Aircraft Mass and Thrust Estimation Using Recursive Bayesian Method},
      author = {Sun, Junzi and Blom, Henk A P and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {8th International Conference on Research in Air Transportation},
      year = {2018},
      month = jun,
      link = {https://research.tudelft.nl/files/103003225/ICRAT_2018_paper_19_1_.pdf},
      tag = {perf}
    }
  4. Aircraft initial mass estimation using Bayesian inference method
    Journal 2018
    DOI: 10.1016/j.trc.2018.02.022
    Sun, J. ; Ellerbroek, J. ; and Hoekstra, J.M.
    Transportation Research Part C: Emerging Technologies
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. M. (2018). Aircraft initial mass estimation using Bayesian inference method. Transportation Research Part C: Emerging Technologies, 90, 59–73. https://doi.org/10.1016/j.trc.2018.02.022
    Copy
    @article{sun2018bayes,
      title = {Aircraft initial mass estimation using Bayesian inference method},
      author = {Sun, J. and Ellerbroek, J. and Hoekstra, J.M.},
      doi = {10.1016/j.trc.2018.02.022},
      journal = {Transportation Research Part C: Emerging Technologies},
      pages = {59--73},
      publisher = {Elsevier},
      volume = {90},
      year = {2018},
      month = may,
      tag = {ai},
      link = {https://research.tudelft.nl/files/52637982/1_s2.0_S0968090X18302626_main.pdf}
    }

2017

  1. Ground-based Wind Field Construction from Mode-S and ADS-B Data with a Novel Gas Particle Model
    Conference 2017
    Sun, Junzi ; Vû, Huy ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In Seventh SESAR Innovation Days
    Copy Sun, J., Vû, H., Ellerbroek, J., & Hoekstra, J. (2017). Ground-based Wind Field Construction from Mode-S and ADS-B Data with a Novel Gas Particle Model. Seventh SESAR Innovation Days, 28, 30th.
    Copy
    @inproceedings{sun2017pwm,
      title = {Ground-based Wind Field Construction from Mode-S and ADS-B Data with a Novel Gas Particle Model},
      author = {Sun, Junzi and V{\^{u}}, Huy and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {Seventh SESAR Innovation Days},
      pages = {30th},
      volume = {28},
      year = {2017},
      month = dec,
      link = {https://www.sesarju.eu/sites/default/files/documents/sid/2017/SIDs_2017_paper_16.pdf},
      tag = {meteo}
    }
  2. Flight Extraction and Phase Identification for Large Automatic Dependent Surveillance–Broadcast Datasets
    Journal 2017
    DOI: 10.2514/1.I010520
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    Journal of Aerospace Information Systems
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2017). Flight Extraction and Phase Identification for Large Automatic Dependent Surveillance–Broadcast Datasets. Journal of Aerospace Information Systems, 14(10), 566–571. https://doi.org/10.2514/1.I010520
    Copy
    @article{sun2017fdp,
      title = {Flight Extraction and Phase Identification for Large Automatic Dependent Surveillance–Broadcast Datasets},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      doi = {10.2514/1.I010520},
      journal = {Journal of Aerospace Information Systems},
      number = {10},
      pages = {566--571},
      publisher = {American Institute of Aeronautics and Astronautics},
      volume = {14},
      year = {2017},
      month = aug,
      tag = {ai},
      link = {https://research.tudelft.nl/files/25481708/main1.pdf}
    }
  3. Modeling Aircraft Performance Parameters with Open ADS-B Data
    Conference 2017
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 12th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2017, June). Modeling Aircraft Performance Parameters with Open ADS-B Data. 12th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{sun2017modeling,
      title = {Modeling Aircraft Performance Parameters with Open ADS-B Data},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {12th USA/Europe Air Traffic Management Research and Development Seminar},
      year = {2017},
      month = jun,
      link = {https://research.tudelft.nl/files/31444997/12th_ATM_RD_Seminar_paper_66.pdf},
      tag = {perf}
    }
  4. Bayesian Inference of Aircraft Initial Mass
    Conference 2017
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 12th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2017, June). Bayesian Inference of Aircraft Initial Mass. 12th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{sun2017bayes,
      title = {Bayesian Inference of Aircraft Initial Mass},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {12th USA/Europe Air Traffic Management Research and Development Seminar},
      year = {2017},
      month = jun,
      link = {https://research.tudelft.nl/files/31445112/12th_ATM_RD_Seminar_paper_25.pdf}
    }
  5. Large-Scale ADS-B Data and Signal Quality Analysis
    Conference 2017
    Verbraak, T L ; Ellerbroek, J ; Sun, J ; and Hoekstra, J M
    In 12th USA/Europe Air Traffic Management Research and Development Seminar
    Copy Verbraak, T. L., Ellerbroek, J., Sun, J., & Hoekstra, J. M. (2017, June). Large-Scale ADS-B Data and Signal Quality Analysis. 12th USA/Europe Air Traffic Management Research and Development Seminar.
    Copy
    @inproceedings{verbraak2017,
      title = {Large-Scale ADS-B Data and Signal Quality Analysis},
      author = {Verbraak, T L and Ellerbroek, J and Sun, J and Hoekstra, J M},
      booktitle = {12th USA/Europe Air Traffic Management Research and Development Seminar},
      organization = {FAA/EUROCONTROL},
      year = {2017},
      month = jun,
      link = {https://research.tudelft.nl/files/31444950/12th_ATM_RD_Seminar_paper_83.pdf},
      award = true
    }

2016

  1. Large-scale flight phase identification from ads-b data using machine learning methods
    Conference 2016
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 7th International Conference on Research in Air Transportation
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2016, June). Large-scale flight phase identification from ads-b data using machine learning methods. 7th International Conference on Research in Air Transportation.
    Copy
    @inproceedings{sun2016large,
      title = {Large-scale flight phase identification from ads-b data using machine learning methods},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {7th International Conference on Research in Air Transportation},
      year = {2016},
      month = jun,
      link = {http://resolver.tudelft.nl/uuid:af67a6bd-d812-474d-a304-7a594991390b}
    }
  2. Modeling and Inferring Aircraft Takeoff Mass from Runway ADS-B Data
    Conference 2016
    Sun, Junzi ; Ellerbroek, Joost ; and Hoekstra, Jacco
    In 7th International Conference on Research in Air Transportation
    Copy Sun, J., Ellerbroek, J., & Hoekstra, J. (2016, June). Modeling and Inferring Aircraft Takeoff Mass from Runway ADS-B Data. 7th International Conference on Research in Air Transportation.
    Copy
    @inproceedings{sun2016takeoff,
      title = {Modeling and Inferring Aircraft Takeoff Mass from Runway ADS-B Data},
      author = {Sun, Junzi and Ellerbroek, Joost and Hoekstra, Jacco},
      booktitle = {7th International Conference on Research in Air Transportation},
      year = {2016},
      month = jun,
      link = {http://resolver.tudelft.nl/uuid:234f1650-d9bd-4985-a70e-2115ac9e5c95}
    }

Earlier

  1. A genetic algorithm for ground station scheduling
    Conference 2011
    Sun, Junzi ; and Xhafa, Fatos
    In 2011 International Conference on Complex, Intelligent, and Software Intensive Systems
    Copy Sun, J., & Xhafa, F. (2011). A genetic algorithm for ground station scheduling. 2011 International Conference on Complex, Intelligent, and Software Intensive Systems, 138–145.
    Copy
    @inproceedings{sun2011genetic,
      title = {A genetic algorithm for ground station scheduling},
      author = {Sun, Junzi and Xhafa, Fatos},
      booktitle = {2011 International Conference on Complex, Intelligent, and Software Intensive Systems},
      pages = {138--145},
      year = {2011},
      organization = {IEEE},
      link = {https://dl.acm.org/doi/10.1109/CISIS.2011.29}
    }


© Copyright 2024 Junzi Sun