Venus Atmosphere exploration through Machine learning and Open Science in preparation to EnVision

2024

Articles:

  • A. Mahieux, S. Viscardy, R.V. Yelle, H. Karyu, S. Chamberlain, S. Robert, A. Piccialli, L. Trompet, J.T. Erwin, S. Ubukata, H. Nakagawa, S. Koyama, R. Maggiolo, N. Pereira, G. Cessateur, Y. Willame, & A.C. Vandaele, Unexpected increase of the deuterium to hydrogen ratio in the Venus mesosphere, Proc. Natl. Acad. Sci. U.S.A. 121 (34) e2401638121, https://doi.org/10.1073/pnas.2401638121 (2024).
  • A. Mahieux, S. Viscardy, K.L. Jessup, F.P. Mills, L. Trompet, S. Robert, S. Aoki, A. Piccialli, A.C. Vandaele, H2CO, O3, NH3, HCN, N2O, NO2, NO, and HO2 upper limits of detection in the Venus lower-mesosphere using SOIR on board Venus Express, Icarus, Volume 409, 2024, 115862, ISSN 0019-1035, https://doi.org/10.1016/j.icarus.2023.115862.
  • Stepanovic, J., Sermeus, J., Claes, S. (2024). Revealing Incomplete Data through Scientific Visualizations in an Immersive Dome Experience. In Proceedings of the 2024 ACM International Conference on Interactive Media Experiences (IMX '24). Association for Computing Machinery, New York, NY, USA, 300–312. https://doi.org/10.1145/3639701.3656305

Public Outreach Publications:

  • Piccialli, A., Sermeus, J., Lejoly, S., Claes, S., Stepanovic, J., Mahieux, A., Lefever, K., Fratta, S., Vandaele, A.C. (2024). Het VAMOS project. Science Connection, 71, 24-27. (NL/FR)

Presentations/Conference proceedings:

  • Lejoly, S., Piccialli, A., Mahieux, A., Vandaele, A. C., and Frénay, B.: MAGMA Gaussian Processes to complete Venusian atmospheric profiles from SOIR , Europlanet Science Congress 2024, Berlin, Germany, 8–13 Sep 2024, EPSC2024-382, https://doi.org/10.5194/epsc2024-382, 2024
  • Lejoly, S., Piccialli, A., Mahieux, A., Vandaele, A. C., and Frénay, B.: Extrapolating Venusian Atmospheric Profiles using MAGMA Gaussian Processes,ESANN 2024 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium) and online event, 9-11 October 2024, i6doc.com publ., ISBN 978-2-87587-090-2.   https://doi.org/10.14428/esann/2024.ES2024-142
  • Mahieux, A., Viscardy, S., Yelle, R., Karyu, H., Chamberlain, S., Robert, S., Piccialli, A., Trompet, L., Ubukata, S., Nakagawa, H., Koyama, S., Cessateur, G., and Vandaele, A. C.: Unexpected increase in water abundance and the deuterium-to-hydrogen ratio observed in Venus’s mesosphere, Europlanet Science Congress 2024, Berlin, Germany, 8–13 Sep 2024, EPSC2024-182, https://doi.org/10.5194/epsc2024-182, 2024.
  • Piccialli, A., Grassi, D., Migliorini, A., Politi, R., Piccioni, G., and Drossart, P.: Zonal winds in Venus mesosphere from VIRTIS/VEx temperature retrievals, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-18366, https://doi.org/10.5194/egusphere-egu24-18366, 2024.
  • Piccialli, A., Grassi, D., Migliorini, A., Lebonnois, S., Politi, R., Piccioni, G., and Drossart, P.: Analyzing the variability of zonal winds in Venus mesosphere using VIRTIS/VEx temperature maps, Europlanet Science Congress 2024, Berlin, Germany, 8–13 Sep 2024, EPSC2024-94, https://doi.org/10.5194/epsc2024-94, 2024.
  • Piccialli et al., “Temporal variability of zonal winds in Venus mesosphere using VIRTIS/ VEx temperature maps” XX Convegno nazionale di planetologia, Pescara, 3-7 febbraio 2025.
  • Sermeus, J., Stepanovic, J., Claes, S. (2024). Visualising missing data of Venus's atmosphere. Presented at the IAU Communicating Astronomy with the Public Conference, Toulouse, France. 
  • Sermeus, J., Stepanovic, J., Claes, S. (2024). Communicating Uncertainty in a Planetarium. Presented at the 4th World Conference on Physics Education 2024, Kraków, Poland 
  • Stepanovic, J., Sermeus J., Claes, S. (2024). Revealing Incomplete Data on Venus. Presented at a Linköping University seminar, Norrköping, Sweden. 
  • Stepanovic, J., Sermeus J., Claes, S. (2024). Revealing Incomplete Data through Scientific Visualizations in an Immersive Dome Experience. Presented at the ACM International Conference on Interactive Media Experiences, Stockholm, Sweden.
  • Stepanovic, J., Claes, S., Sermeus J. (2024). Clarifying Uncertainty in the Nature of Science through Astronomy Examples. Presented at the 6th Shaw-IAU Workshop on Astronomy for Education, Online.

Other:

  • Radio interview: Ocisková, E., Stepanovic, J. (contr.) (2025). Z Čech až na konec světa a zpět: o komunikaci povahy vědy laickému publiku. Víkendová příloha.

 

2023

Articles:

  • A. Mahieux, S. Robert, A. Piccialli, L. Trompet, A.C. Vandaele, The SOIR/Venus Express species concentration and temperature database: CO2, CO, H2O, HDO, H35Cl, H37Cl, HF individual and mean profiles,
    Icarus, Volume 405, 2023, 115713, ISSN 0019-1035, https://doi.org/10.1016/j.icarus.2023.115713.
  • A. Mahieux, S. Robert, F.P. Mills, K.L. Jessup, L. Trompet, S. Aoki, A. Piccialli, J. Peralta, A.C. Vandaele, Update on SO2, detection of OCS, CS, CS2, and SO3, and upper limits of H2S and HOCl in the Venus mesosphere using SOIR on board Venus Express, Icarus, Volume 399, 2023, 115556, ISSN 0019-1035, https://doi.org/10.1016/j.icarus.2023.115556.

Presentations/Conference proceedings:

  • Mahieux, A., Yangambi Libote, A., Robert, S., Piccialli, A., Trompet, L., and Vandaele, A. C.: Correlations between minor species in the Venus mesosphere from the SOIR/Venus Express spectrograph, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-12463, https://doi.org/10.5194/egusphere-egu23-12463, 2023.
  • Conan, L., Marcq, E., Lustrement, B., Vandaele, A. C., and Helbert, J.: Characterisation of the sensitivity to bias using a gain matrix formulation for the VeSUV/VenSpec-U instrument onboard ESA’s EnVision mission, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-8312, https://doi.org/10.5194/egusphere-egu23-8312, 2023.
  • Widemann, T., Straume, A. G., Ocampo, A., Voirin, T., Carter, L., Hensley, S., Bruzzone, L., Helbert, J., Vandaele, A. C., Marcq, E., and Dumoulin, C.: EnVision: a Nominal Science Phase Spanning Six Venus Sidereal Days, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-9889, https://doi.org/10.5194/egusphere-egu23-9889, 2023.

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