Publications
Peer-reviewed publications
2024
Lucchetti, A., Cambioni, S., et al. Fast boulder fracturing by thermal fatigue detected on stony asteroids. In the press (2024).
Dibb, S.D., (including Cambioni, S.). A post‐launch summary of the science of NASA's Psyche mission. AGU Advances 5 (2), e2023AV001077. https://doi.org/10.1029/2023AV001077
Emsenhuber, A., Asphaug, E., Cambioni, S. et al. A new database of giant impacts over a wide range of masses and with material strength: A first analysis of outcomes. Planetary Science Journal, 5 59. https://doi.org/10.3847/PSJ/ad2178
2023
Dale, K. I, et al. (including Cambioni, S.) An improved model of metal/silicate differentiation during Earth's accretion. Icarus (2023). In press. https://doi.org/10.1016/j.icarus.2023.115739
Gabriel, T.S.J & Cambioni, S. The Role of Giant Impacts in Planet Formation. Annual Review of Earth and Planetary Sciences 51:671-695 (2023). https://doi.org/10.1146/annurev-earth-031621-055545
Daly, R.T. et al. (including Cambioni, S.). Successful Kinetic Impact into an Asteroid for Planetary Defense. Nature (2023). https://doi.org/10.1038/s41586-023-05810-5
Li, JY. et al. (including Cambioni, S.). Ejecta from the DART-produced active asteroid Dimorphos. Nature (2023). https://doi.org/10.1038/s41586-023-05811-4
2022
Essack, Z. et al. (including Cambioni, S.). TOI-1075 b: A Dense, Massive, Ultra-Short Period Hot Super-Earth Straddling the Radius Gap. Astrophysical Journal (2022). https://doi.org/10.3847/1538-3881/ac9c5b
Statler, T. S., et al. (including Cambioni, S.). After DART: Using the first full-scale test of a kinetic impactor to inform a future planetary defense mission. Planetary Science Journal (2022). https://doi.org/10.3847/PSJ/ac94c1
Walsh, K. J., et al. (including Cambioni, S.) Near-zero cohesion and loose packing of Bennu’s near subsurface revealed by spacecraft contact. Science Advances 8.27 (2022). https://doi.org/10.1126/sciadv.abm6229
Cambioni, S., de Kleer, K. & Shepard, M. The Heterogeneous Surface of Asteroid (16) Psyche. Journal of Geophysical Research: Planets. e2021JE007091 (2022). https://doi.org/10.1029/2021JE007091
Walsh, K. J. et al. (including Cambioni, S.). Assessing the Sampleability of Bennu’s Surface for the OSIRIS-REx Asteroid Sample Return Mission. Space Science Reviews 218, 20 (2022). https://doi.org/10.1007/s11214-022-00887-2
Cambioni, S., Asphaug, E., Furfaro, R. Chapter 10 - Combining machine-learned regression models with Bayesian inference to interpret remote sensing data. In book “Machine Learning for Planetary Science”, published by Elsevier, https://doi.org/10.1016/B978-0-12-818721-0.00020-3
2021
Cambioni, S., Delbo, M., Poggiali, G. et al. Fine-regolith production on asteroids controlled by rock porosity. Nature 598, 49–52 (2021). https://doi.org/10.1038/s41586-021-03816-5
Asphaug, E., Emsenhuber, A., Cambioni, S., et al. Collision Chains among the Terrestrial Planets. III. Formation of the Moon. Planetary Science Journal 2 200 (2021). https://doi.org/10.3847/PSJ/ac19b2
Emsenhuber, A., Asphaug, E., Cambioni, S., et al. Collision Chains among the Terrestrial Planets. II. An Asymmetry between Earth and Venus. Planetary Science Journal 2 199 (2021). https://doi.org/10.3847/PSJ/ac19b1
de Kleer, K., Cambioni, S., Shepard, M. The Surface of (16) Psyche from Thermal Emission and Polarization Mapping. Planetary Science Journal, 2 149 (2021). https://doi.org/10.3847/PSJ/ac01ec
Shepard, M., de Kleer, K., Cambioni, S., et al. Asteroid 16 Psyche: Shape, Features, and Global Map. Planetary Science Journal, 2 125, (2021). https://doi.org/10.3847/PSJ/abfdba
Ferrone, S.M., et al. (including Cambioni, S.) Visible–near-infrared observations of organics and carbonates on (101955) Bennu: Classification method and search for surface context. Icarus, 114579 (2021) . https://doi.org/10.1016/j.icarus.2021.114579
Azari, A., et al. (including Cambioni, S.) Integrating Machine Learning for Planetary Science: Perspectives for the Next Decade. BAAS, 53(4) (2021). https://doi.org/10.3847/25c2cfeb.aa328727
Cambioni, S., Jacobson, S., Emsenhuber, A., Asphaug, E., Rubie, D. C., Gabriel, T. S. J., Schwartz, S. R., and Furfaro, R. The Effect of Inefficient Accretion on Planetary Differentiation. Planetary Science Journal, 2 93 (2021). https://doi.org/10.3847/PSJ/abf0ad
2020
Cambioni, S. On the Application of Machine Learning to Planetary Sciences. Doctoral dissertation, The University of Arizona, (2020). https://repository.arizona.edu/handle/10150/650775
Rozitis, B. et al. (including Cambioni, S.). Asteroid (101955) Bennu’s weak boulders and thermally anomalous equator. Science Advances, 6, 41, eabc3699 (2020). https://doi.org/10.1126/sciadv.abc3699
Emsenhuber, A., Cambioni, S., Asphaug, E., Gabriel, T. S., Schwartz, S. R., & Furfaro, R. Realistic On-the-fly Outcomes of Planetary Collisions. II. Bringing Machine Learning to N-body Simulations. Astrophysical Journal, 891.1: 6 (2020). https://doi.org/10.3847/1538-4357/ab6de5
2019
Cambioni, S., Asphaug, E., Emsenhuber, A., Gabriel, T. S. J., Furfaro, R., and Schwartz, S. R. Realistic On-The-Fly Outcomes of Planetary Collisions: Machine Learning Applied to Simulations of Giant Impacts. Astrophysical Journal, Volume 875, Number 1 (2019). https://doi.org/10.3847/1538-4357/ab0e8a/meta
Cambioni, S., Delbo, M., Ryan, A. J., Furfaro, R., & Asphaug, E. Constraining the Thermal Properties of Planetary Surfaces using Machine Learning: Application to Airless Bodies. Icarus, pages 16-30 (2019). https://doi.org/10.1016/j.icarus.2019.01.017
2018
Rizk, B., et al. (including Cambioni, S.). OSIRIS-REx low-velocity particles during outbound cruise. Advances in Space Research, (2018). https://doi.org/10.1016/j.asr.2018.08.020
Cambioni, S., and Malhotra, R.. The mid-plane of the Main Asteroid Belt. Astronomical Journal, 155.3: 143 (2018). https://doi.org/10.3847/1538-3881/aaab6b
Selected Conference Proceedings (*mentored student)
2023
Cambioni, S., Weiss, B.P., Melikyan, R., Emsenhuber, A., Asphaug, E., Volk, K., Biersteker, J.B. Orbital Instabilities as the Origin of Iron-rich Planetary Bodies. LPSC 2023, 1308. PDF here
Lucchetti, A., Barnouin, O.S., Pajola, M., Cambioni, S., et al. Didymos and Dimorphos surface characterization through boulders’ cracks and mass movements analysis. LPSC 2023, 1718. PDF here
Barnouin, O.S., et al. (including Cambioni, S.). The geology of the Didymos System. LPSC 2023, 2605. PDF here
Pajola, M., et al. (including Cambioni, S.). The boulder size-frequency distribution derived from DART/DRACO images of Dimorphos: First results. LPSC 2023, 1314. PDF here
Ballouz, R.-L., et al. (including Cambioni, S.) Disrupted boulders on the surfaces of near-Earth asteroid Bennu, Ryugu, and Dimorphos. LPSC 2023, 2505. PDF here
2022
Weiss, B. P., Elkins-Tanton, L. T., Bell, J. F., Binzel, R. P., Cambioni, S., McCoy, T., ... & Zuber, M. T. Understanding the Origin and Evolution Iron-Rich Worlds from Spacecraft Exploration of Asteroid (16) Psyche. Fall Meeting 2022, AGU
Cambioni, S., de Kleer, K. & Shepard, M. New ALMA Maps of the Thermal Inertia and Dielectric Constant of Asteroid (16) Psyche. Fall Meeting 2022, AGU
Phua, Y. Y., de Kleer, K., & Cambioni, S. Thermophysical modeling of (15) Eunomia from high-resolution ALMA data. In AAS/Division for Planetary Sciences Meeting Abstracts (Vol. 54, No. 8, pp. 114-02), 2022 PDF here
2021
Shepard, M., de Kleer, K., Cambioni, S. et al. Asteroid (16) Psyche: A Ferrovolcanic World? LPSC 2021, 2548. PDF here
Cambioni, S. et al. Machine learning thermophysical analysis of asteroid (101955) Bennu. DPS 2021, v. 53, 104.05. PDF here
2020
Cambioni, S., Asphaug, E., Jung*, E. Y., Emsenhuber, A., Weiss, B.P. How do metal-rich bodies form, from asteroids to super-Earths? LPSC 2020 1979. PDF here
Cambioni, S., Asphaug, E., Gabriel, T. S. J., Emsenhuber, A., Jutzi, M., Sugiura, K., Schwartz, S. R. & Weiss, B. (2020). Constraining the Collisional History of Asteroid (16) Psyche Using Machine Learning. LPI, (2326), 1486. PDF here
2019
Cambioni, S., Delbo, M., Deshapriya, J.D.P., Poggiali, G., Ryan, A., Emery, J. P., Hamilton, V.E., Christensen, P. R., and Lauretta, D. S. Machine Learning–Based Thermophysical Analysis Of Osiris-Rex Sample Site Candidates. Asteroid Science In The Age Of Hayabusa2 And Osiris-Rex Workshop, 2189. PDF here
Cambioni, S., Bennett, C., A. Kevin J. Walsh, et al. A Search for Smooth Terrains on Asteroid (101955) Bennu using Machine Learning. EPSC-DPS 2019, 162-1. PDF here
Cambioni, S., Carter, L. M., Haynes M., Asphaug, E., Furfaro, R. Machine Learning for Characterizing Shallow Subsurface Ice via Radar-Thermal Data Fusion: Validation at Lake Vostok, East Antarctica. EPSC-DPS 2019, 192-1. PDF here
Asphaug, E. Cambioni, S., Emsenhuber, A. Furfaro, R., Gabriel, T.S.J., Schwartz, S.R. Mercury as a stranded runner of Earth-Venus formation. EPSC/DPS 2019, 1349-1. PDF here.
Emsenhuber, A., Asphaug, E. and Cambioni S. Collision chains among the terrestrial planets: why Venus doesn’t have a Moon? EPSC/DPS 2019, 319-4. PDF here
2018
Cambioni, S., Malhotra, R. et al. An Upper Limit On Earth’s Trojan Asteroid Population from OSIRIS-REx. Lunar and Planetary Science Conference. Vol. 49, 2018, 2083. PDF here
2017
Pellegrino, A., Agostini, L., Angeletti, F., Cambioni, S., et al. HORUS — a CubeSat-based multi-angle and multi-spectral Earth Observation (EO) system. The "Innovative Ideas on Micro/Nano-Satellite Missions and Systems Report on Deorbit Device Competition (DDC) and Mission Idea Contest (MIC4)”, IAA-Book Series- Volume 1 Number 7, IAA, Paris, 2017
2015
Pellegrino, A., et al. (including Cambioni, S.). “Look App”, A Free Ios Application For Space Events. IAC-15.E2.3-YPVF.4.1x28617, IAC Jerusalem, 2015. PDF here