List of Publications

Please refer to my Scopus record for the complete list of publications (https://goo.gl/su2PJ9)

Books

1. Petrelli, M., (2023). Machine Learning for Earth Sciences: Using Python to Solve Geological Problems. Springer. DOI:10.1007/978-3-031-35114-3

2. Petrelli, M., (2021). Introduction to Python in Earth Science Data Analysis: From Descriptive Statistics to Machine Learning Springer. DOI:10.1007/978-3-030-78055-5

Book Chapters

1. Petrelli, M., Anantrasirichai, N., Bean, C. J., Biggs, J., Malfante, M., Wilding, J. D., Zhu, W. (2025). Methodological Advances in Volcanology: The Role of Artificial Intelligence in Volcano Monitoring, Modelling, and Hazard Assessment. The Encyclopedia of Volcanoes 3rd Edition. Bonadonna C. (Ed). Elsevier.  Accepted for Publication

2. Petrelli, M., Zellmer, G.F. (2020). Rates and Timescales of Magma Transfer, Storage, Emplacement, and Eruption. Geophysical Monograph Series, 2020, 254, pp. 3–41. DOI: 10.1002/9781119521143.ch1

Scientific Articles

1. Totaro, F., Petrosino, P., Valente, E., Arienzo, I., D'Antonio, M., Di Vito, M.A., Giaccio, B., Jicha, B.R., Petrelli, M., Santangelo, N., Santo, A., Zanchetta, G. (2025). Last interglacial paleoshoreline location and tectono-stratigraphic evolution of the peri-Tyrrhenian Sarno basin, southern Italy, constrained by tephrostratigraphy. Earth Surface Processes and Landforms. DOI: 10.1002/esp.6039

2. Vetere, F., Merseburger, S., Pisello, A., Perugini, D., Viti, C., Petrelli, M., Musu, A., Almeev, R., Caricchi, L., Iezzi, G., Cassetta, M., Holtz, F. (2024). The role of deformation on the early crystallization and rheology of basaltic liquids. Earth and Planetary Science Letters. DOI: 10.1016/j.epsl.2024.118934

3. Cai, Y.-W., Qiu, K.-F., Petrelli, M., Hou, Z.-L., Santosh, M., Yu, H.-C., Armstrong, R.T., Deng, J. (2024). The application of "transfer learning" in optical microscopy: The petrographic classification of opaque minerals. American Mineralogist. DOI: 10.2138/am-2023-9092

4. Petrelli, M. (2024). Machine Learning in Petrology: State-of-the-Art and Future Perspectives. Journal of Petrology. DOI: 10.1093/petrology/egae036

5. Pelullo, C., Arienzo, I., D'Antonio, M., Giaccio, B., Iovine, R.S., Leicher, N., Palladino, D.M., Petrelli, M., Petrosino, P., Russo Ermolli, E., Sottili, G., Totaro, F., Zanchetta, G. (2024). Explosive volcanic activity in Central-Southern Italy during Middle Pleistocene: A tale from tephra layers of the Acerno basin. Quaternary Science Advances. DOI: 10.1016/j.qsa.2024.100186

6. Irene, R., Alice, T., Matteo, M., Maurizio, P., López Mónica, Á., Sergio, R. (2024). Textures and Chemistry of Crystal Cargo of the Pleiades Volcanic Field, Antarctica: Potential Influence of Ice Load in Modulating the Plumbing System. Journal of Petrology. DOI: 10.1093/petrology/egae027

7. Lukács, R., Guillong, M., Szepesi, J., Szymanowski, D., Portnyagin, M., Józsa, S., Bachmann, O., Petrelli, M., Müller, S., Schiller, D., Fodor, L., Chelle-Michou, C., Harangi, S. (2024). Mid-Miocene silicic explosive volcanism of the Tokaj Mts., eastern-central Europe: Eruption chronology, geochemical fingerprints and petrogenesis. Gondwana Research. DOI: 10.1016/j.gr.2024.01.004

8. Petroccia, A., Carosi, R., Montomoli, C., Iaccarino, S., Forshaw, J.B., Petrelli, M. (2024). Transtension or transpression? Tectono-metamorphic constraints on the formation of the Monte Grighini dome (Sardinia, Italy) and implications for the Southern European Variscan belt. International Journal of Earth Sciences. DOI: 10.1007/s00531-024-02410-0

9. Ágreda-López, M., Parodi, V., Musu, A., Jorgenson, C., Carfì, A., Mastrogiovanni, F., Caricchi, L., Perugini, D., Petrelli, M. (2024). Enhancing machine learning thermobarometry for clinopyroxene-bearing magmas. Computers and Geosciences. DOI: 10.1016/j.cageo.2024.105707

10. Capriotti, S., Medeghini, L., Mignardi, S., Petrelli, M., Botticelli, M. (2023). The blue road: Provenance study of azurite samples from historical locations through the analysis of minor and trace elements. Heliyon. DOI: 10.1016/j.heliyon.2023.e19099

11. Carvalho, B.B., Bartoli, O., Cesare, B., Satish-Kumar, M., Petrelli, M., Kawakami, T., Hokada, T., Gilio, M. (2023). Revealing the link between A-type granites and hottest melts from residual metasedimentary crust. Geology. DOI: 10.1130/G51097.1

12. Petrelli, M., Ágreda López, M., Pisello, A., Perugini, D. (2023). Pre-eruptive dynamics at the Campi Flegrei Caldera: from evidence of magma mixing to timescales estimates. Earth, Planets and Space, DOI: 10.1186/s40623-023-01765-z

13. Bonechi, B., Fabbrizio A., Perinelli C., Gaeta, M., Petrelli M. (2023). Experimental investigation of trace element partitioning between amphibole and alkali basaltic melt: Toward a more general partitioning model with implications for amphibole fractionation at deep crustal levels. American Mineralogist, DOI: 10.2138/am-2022-8536

14. Gianola, O., Costa, B., Ferri, F., Gilio, M., Petrelli, M., Murri, M., Barbaro, A., Alvaro, M., Rodríguez-Vargas, A., Poli, S., Cesare, B. (2023). Melt Inclusions in Arclogitic Xenoliths Constrain the Genesis of the Lower Continental Arc Crust beneath the Northern Volcanic Zone, Colombia. Journal of Petrology,DOI: 10.1093/petrology/egad038

15. Musu, A., Corsaro, R.A., Higgins, O., Jorgenson, C., Petrelli, M., Caricchi, L. (2023). The magmatic evolution of South-East Crater (Mt. Etna) during the February–April 2021 sequence of lava fountains from a mineral chemistry perspective. Bulletin of Volcanology, DOI: 10.1007/s00445-023-01643-2

16. Di Roberto, A., Re, G., Scateni, B., Petrelli, M., Tesi, T., Capotondi, L., Morigi, C., Galli, G., Colizza, E., Melis, R., Torricella, F., Giordano, P., Giglio, F., Gallerani, A., Gariboldi, K. (2023). Cryptotephras in the marine sediment record of the Edisto Inlet, Ross Sea: Implications for the volcanology and tephrochronology of northern Victoria Land, Antarctica. Quaternary Science Advances, DOI: 10.1016/j.qsa.2023.100079

17. Mohanty, S., Papadopoulos, A., Petrelli, M., Papadopoulou, L., Sengupta, D. (2023). Geochemical Studies of Detrital Zircon Grains from the River Banks and Beach Placers of Coastal Odisha, India. Minerals, DOI: 10.3390/min13020192

18. Razum, I., Ilijanić, N., Petrelli, M., Pawlowsky-Glahn, V., Miko, S., Moska, P., Giaccio, B. (2023). Statistically coherent approach involving log-ratio transformation of geochemical data enabled tephra correlations of two late Pleistocene tephra from the eastern Adriatic shelf. Quaternary Geochronology, DOI: 10.1016/j.quageo.2022.101416

19. Romero, J.E., Morgado, E., Pisello, A., Boschetty, F., Petrelli, M., Cáceres, F., Alam, M.A., Polacci, M., Palma, J.L., Arzilli, F., Vera, F., Gutiérrez, R., Morgavi, D. (2023). Pre-eruptive Conditions of the 3 March 2015 Lava Fountain of Villarrica Volcano (Southern Andes). Bulletin of Volcanology, DOI: 10.1007/s00445-022-01621-0

20. Bamber, E.C., La Spina, G., Arzilli, F., de’ Michieli Vitturi, M., Polacci, M., Hartley, M.E., Petrelli, M., Fellowes, J., Burton, M. (2022). Basaltic Plinian eruptions at Las Sierras-Masaya volcano driven by cool storage of crystal-rich magmas. Communications Earth and Environment, DOI: 10.1038/s43247-022-00585-5

21. Monaco, L., Leicher, N., Palladino, D.M., Arienzo, I., Marra, F., Petrelli, M., Nomade, S., Pereira, A., Sottili, G., Conticelli, S., D'Antonio, M., Fabbrizio, A., Jicha, B.R., Mannella, G., Petrosino, P., Regattieri, E., Tzedakis, P.C., Wagner, B., Zanchetta, G., Giaccio, B. (2022) . The Fucino 250–170 ka tephra record: New insights on peri-Tyrrhenian explosive volcanism, central mediterranean tephrochronology, and timing of the MIS 8-6 climate variability. Quaternary Science Reviews, DOI: 10.1016/j.quascirev.2022.107797

22. Venier, M., Ziberna, L., Princivalle, F., Petrelli, M., Lughi, V., Logvinova, A., Sobolev, N.V., Turco, G., Lenaz, D. (2022) . Trace Elements in Chromian Spinels from Four Siberian Kimberlites. Minerals, DOI: 10.3390/min12111439

23. Landi, P., D’Oriano, C., Petrelli, M., Nazzari, M., Andronico, D. (2022). Inferences on the magmatic plumbing system at Stromboli volcano (Italy) from trace element geochemistry of matrix glasses and minerals in different types of explosive eruptions. Contributions to Mineralogy and Petrology, DOI: 10.1007/s00410-022-01962-1

24. Genge, M.C., Zattin, M., Witt, C., Derycke, A., Gautheron, C., Mazzoli, S., Petrelli, M., Cogné, N., Bosch, D., Bruguier, O., Marquez, M. (2022). Denudation of the Cordillera and intraplate belt in central Patagonia inferred by detrital multi-dating of foreland basin deposits. Sedimentary Geology, DOI: 10.1016/j.sedgeo.2022.106237

25. Marchesini, B., Carminati, E., Aldega, L., Mirabella, F., Petrelli, M., Caracausi, A., Barchi, M.R. (2022). Chemical interaction driven by deep fluids in the damage zone of a seismogenic carbonate fault. Journal of Structural Geology, DOI: 10.1016/j.jsg.2022.104668

26. Jorgenson, C., Higgins, O., Petrelli, M., Bégué, F., Caricchi, L. (2022) . A Machine Learning-Based Approach to Clinopyroxene Thermobarometry: Model Optimization and Distribution for Use in Earth Sciences. Journal of Geophysical Research: Solid Earth, DOI: 10.1029/2021JB022904

27. González-García, D., Petrelli, M., Perugini, D., Giordano, D., Vasseur, J., Paredes-Mariño, J., Marti, J., Dingwell, D.B. (2022) . Pre-Eruptive Conditions and Dynamics Recorded in Banded Pumices from the El Abrigo Caldera-Forming Eruption (Tenerife, Canary Islands). Journal of Petrology, DOI: 10.1093/petrology/egac009

28. Ricci, L., Petrelli, M., Frondini, F., Zucchini, A., Comodi, P., Bisciotti, A., Vescovi, D., Trippella, O. (2022). The Achievements of the RockStar Group (Perugia) on Astrophysical Modelling and Pallasite Geochemistry. Universe, DOI: 10.3390/universe8030156

29. Nazzareni, S., Morgavi, D., Petrelli, M., Bartoli, O., Perugini, D. (2022). Magmatic Processes at Euganean Hills (Veneto Volcanic Province, Italy): Clinopyroxene Investigation to Unravel Magmatic Interactions. Geosciences (Switzerland), DOI: 10.3390/geosciences12030108

30. Rooyakkers, S.M., Stix, J., Berlo, K., Morgavi, D., Petrelli, M., Rusiecka, M.K., Barker, S.J., Charlier, B.L.A., Neave, D.A., Vetere, F.P., Perugini, D. (2022). Rifting and recharge as triggers of the mixed basalt–rhyolite Halarauður ignimbrite eruption (Krafla, Iceland). Contributions to Mineralogy and Petrology, DOI: 10.1007/s00410-021-01881-7

31. Lenaz, D., Velicogna, M., Petrelli, M., Schmitz, B. (2022). The Österplana Fossil Meteorites and… What Else? Terrestrial Cr-Spinels and Zircons in the Ordovician Limestones of the Thorsberg Quarry (Sweden). Geosciences (Switzerland), DOI: 10.3390/geosciences12020054

32. Gençoğlu Korkmaz, G., Kurt, H., Asan, K., Petrelli, M., Leybourne, M. (2022). The role of peridotite and pyroxenite melts in the origin of the Karapınar basalts, Cappadocia Volcanic Province, Central Anatolia. Journal of Geosciences (Czech Republic), DOI: 10.3190/jgeosci.362

33. Wieser, P.E., Petrelli, M., Lubbers, J., Wieser, E., Özaydın, S., Kent, A.J.R., Till, C.B. (2022). Thermobar: An open-source Python3 tool for thermobarometry and hygrometry. Volcanica, DOI: 10.30909/vol.05.02.349384

34. Morgavi, D., Laumonier, M., Petrelli, M., Dingwell, D.B. (2022). Decrypting Magma Mixing in Igneous Systems. Reviews in Mineralogy and Geochemistry, DOI: 10.2138/rmg.2022.87.13

35. Vetere, F., Petrelli, M., Perugini, D., Haselbach, S., Morgavi, D., Pisello, A., Iezzi, G., Holtz, F. (2021). Rheological evolution of eruptible Basaltic-Andesite Magmas under dynamic conditions: The importance of plagioclase growth rates. Journal of Volcanology and Geothermal Research, DOI: 10.1016/j.jvolgeores.2021.107411

36. Viccaro, M., Cannata, A., Cannavò, F., De Rosa, R., Giuffrida, M., Nicotra, E., Petrelli, M., Sacco, G. (2021). Shallow conduit dynamics fuel the unexpected paroxysms of Stromboli volcano during the summer 2019. Scientific Reports, DOI: 10.1038/s41598-020-79558-7

37. Ubide, T., Neave, D.A., Petrelli, M., Longpré, M.-A. (2021). Editorial: Crystal Archives of Magmatic Processes. Frontiers in Earth Science, DOI: 10.3389/feart.2021.749100

38. Di Roberto, A., Scateni, B., Di Vincenzo, G., Petrelli, M., Fisauli, G., Barker, S.J., Del Carlo, P., Colleoni, F., Kulhanek, D.K., McKay, R., De Santis, L., The, I. (2021) . Tephrochronology and Provenance of an Early Pleistocene (Calabrian) Tephra From IODP Expedition 374 Site U1524, Ross Sea (Antarctica). Geochemistry, Geophysics, Geosystems, DOI: 10.1029/2021GC009739

39. Rooyakkers, S.M., Stix, J., Berlo, K., Petrelli, M., Hampton, R.L., Barker, S.J., Morgavi, D. (2021). The Origin of Rhyolitic Magmas at Krafla Central Volcano (Iceland). Journal of Petrology, DOI: 10.1093/petrology/egab064

40. Bonechi, B., Perinelli, C., Gaeta, M., Fabbrizio, A., Petrelli, M., Strnad, L. (2021). High pressure trace element partitioning between clinopyroxene and alkali basaltic melts. Geochimica et Cosmochimica Acta, DOI: 10.1016/j.gca.2021.04.023

41. Tommasini, S., Bindi, L., Petrelli, M., Asimow, P.D., Steinhardt, P.J. (2021). Trace Element Conundrum of Natural Quasicrystals. ACS Earth and Space Chemistry, DOI: 10.1021/acsearthspacechem.1c00004

42. Fabbrizio A., Schmidt M.W., Petrelli M. (2021). Effect of fO2 on Eu partitioning between clinopyroxene, orthopyroxene and basaltic melt: Development of a Eu3+/Eu2+ oxybarometer. Chemical Geology, doi:10.1016/j.chemgeo.2020.119967

43. Viccaro M., Cannata A., Cannavo F., De Rosa R., Giuffrida M., Nicotra E., Petrelli M., Sacco G. (2021). Shallow conduit dynamics fuel the unexpected paroxysms of Stromboli volcano during the summer 2019. Scientific Reports, doi:10.1038/s41598-020-79558-7

44. Tommasini S., Bindi L., Petrelli M., Asimow P.D., Steinhardt P.J. (2021). Trace Element Conundrum of Natural Quasicrystals. ACS Earth and Space Chemistry, doi:10.1021/acsearthspacechem.1c00004

45. Bonechi B., Perinelli C., Gaeta M., Fabbrizio A., Petrelli M., Strnad L. (2021). High pressure trace element partitioning between clinopyroxene and alkali basaltic melts. Geochimica et Cosmochimica Acta, doi:10.1016/j.gca.2021.04.023

46. Razum I., Miko S., Ilijanic N., Petrelli M., Rohl U., Hasan O., Giaccio B. (2020). Holocene tephra record of Lake Veliko jezero, Croatia: implications for the central Mediterranean tephrostratigraphy and sea level rise. Boreas, doi:10.1111/bor.12446

47. Caricchi L., Petrelli M., Bali E., Sheldrake T., Pioli L., Simpson G. (2020). A Data Driven Approach to Investigate the Chemical Variability of Clinopyroxenes From the 2014–2015 Holuhraun–Bárdarbunga Eruption (Iceland). Frontiers in Earth Science, doi:10.3389/feart.2020.00018

48. Nazzareni S., Barbarossa V., Skogby H., Zanon V., Petrelli M. (2020). Magma water content of Pico Volcano (Azores Islands, Portugal): a clinopyroxene perspective. Contributions to Mineralogy and Petrology, doi:10.1007/s00410-020-01728-7

49. Del Carlo P., Smedile A., Petrelli M., Di Roberto A. (2020). Evidence for an unknown explosive eruption of Mt. Etna volcano (Italy) during the Late Glacial. Journal of Volcanology and Geothermal Research, doi:10.1016/j.jvolgeores.2020.106992

50. Petrelli M., Caricchi L., Perugini D. (2020). Machine Learning Thermo-Barometry: Application to Clinopyroxene-Bearing Magmas. Journal of Geophysical Research: Solid Earth, doi:10.1029/2020JB020130

51. Di Roberto A., Colizza E., Del Carlo P., Petrelli M., Finocchiaro F., Kuhn G. (2019). First marine cryptotephra in Antarctica found in sediments of the western Ross Sea correlates with englacial tephras and climate records. Scientific Reports, doi:10.1038/s41598-019-47188-3

52. Jankovics M.E., Sagi T., Astbury R.L., Petrelli M., Kiss B., Ubide T., Nemeth K., Ntaflos T., Harangi S. (2019). Olivine major and trace element compositions coupled with spinel chemistry to unravel the magmatic systems feeding monogenetic basaltic volcanoes. Journal of Volcanology and Geothermal Research, doi:10.1016/j.jvolgeores.2018.11.027

53. Arzilli F., Morgavi D., Petrelli M., Polacci M., Burton M., Di Genova D., Spina L., La Spina G., Hartley M.E., Romero J.E., Fellowes J., Diaz-Alvarado J., Perugini D. (2019). The unexpected explosive sub-Plinian eruption of Calbuco volcano (22–23 April 2015; southern Chile): Triggering mechanism implications. Journal of Volcanology and Geothermal Research, doi:10.1016/j.jvolgeores.2019.04.006

54. Ferrando S., Petrelli M., Frezzotti M.L. (2019). Gradual and selective trace-element enrichment in slab-released fluids at sub-arc depths. Scientific Reports, doi:10.1038/s41598-019-52755-9

55. Tzifas I.T., Papadopoulos A., Misaelides P., Godelitsas A., Gottlicher J., Tsikos H., Gamaletsos P.N., Luvizotto G., Karydas A.G., Petrelli M., Noli F., Kantarelou V., Kontofakas A., Hatzidimitriou A. (2019). New insights into mineralogy and geochemistry of allanite-bearing Mediterranean coastal sands from Northern Greece. Chemie der Erde, doi:10.1016/j.chemer.2019.05.002

56. Stabile P., Bello M., Petrelli M., Paris E., Carroll M.R. (2019). Vitrification treatment of municipal solid waste bottom ash. Waste Management, doi:10.1016/j.wasman.2019.06.021

57. Lenaz D., Lughi V., Perugini D., Petrelli M., Turco G., Schmitz B. (2019). MgAl2O4 spinels from Allende and NWA 763 carbonaceous chondrites: Structural refinement, cooling history, and trace element contents. Meteoritics and Planetary Science, doi:10.1111/maps.13400

58. Nazzareni S., Nestola F., Zanon V., Bindi L., Scricciolo E., Petrelli M., Zanatta M., Mariotto G., Giuli G. (2019). Discovery of moissanite in a peralkaline syenite from the Azores Islands. Lithos, doi:10.1016/j.lithos.2018.10.036

59. Rossi S., Petrelli M., Morgavi D., Vetere F.P., Almeev R.R., Astbury R.L., Perugini D. (2019). Role of magma mixing in the pre-eruptive dynamics of the Aeolian Islands volcanoes (Southern Tyrrhenian Sea, Italy). Lithos, doi:10.1016/j.lithos.2018.11.004

60. Gonzalez-Garcia D., Vetere F., Behrens H., Petrelli M., Morgavi D., Perugini D. (2019). Interdiffusion of major elements at 1 atmosphere between natural shoshonitic and rhyolitic melts. American Mineralogist, doi:10.2138/am-2019-6997

61. Landi P., La Felice S., Petrelli M., Vezzoli L.M., Principe C. (2019). Deciphering textural and chemical zoning of K-feldspar megacrysts from Mt. Amiata Volcano (Southern Tuscany, Italy): Insights into the petrogenesis and abnormal crystal growth. Lithos, doi:10.1016/j.lithos.2018.11.032

62. Laeger K., Petrelli M., Morgavi D., Lustrino M., Pimentel A., Paredes-Marino J., Astbury R.L., Kueppers U., Porreca M., Perugini D. (2019). Pre-eruptive conditions and triggering mechanism of the ~ 16 ka Santa Bárbara explosive eruption of Sete Cidades Volcano (São Miguel, Azores). Contributions to Mineralogy and Petrology, doi:10.1007/s00410-019-1545-y

63. Paoli G., Dini A., Petrelli M., Rocchi S. (2019). Hfse-ree transfer mechanisms during metasomatism of a late miocene peraluminous granite intruding a carbonate host (Campiglia marittima, tuscany). Minerals, doi:10.3390/min9110682

64. Petrosino P., Arienzo I., Mazzeo F.C., Natale J., Petrelli M., Milia A., Perugini D., D'Antonio M. (2019). The San Gregorio Magno lacustrine basin (Campania, southern Italy): improved characterization of the tephrostratigraphic markers based on trace elements and isotopic data. Journal of Quaternary Science, doi:10.1002/jqs.3107

65. Lenaz D., Princivalle F., De Min A., Petrelli M., Caldeira R., Marzoli A., Mata J., Perugini D., Youbi N., Boumehdi M.A., Ahmadi Ben Said I.A. (2019). A comparison between the sub-continental lithospheric mantle of Libya, Morocco and Cameroon: Evidences from structural data and trace element of mantle xenolith Cr-diopsides. Journal of African Earth Sciences, doi:10.1016/j.jafrearsci.2019.103521

66. Astbury R.L., Petrelli M., Ubide T., Stock M.J., Arienzo I., D'Antonio M., Perugini D. (2018). Tracking plumbing system dynamics at the Campi Flegrei caldera, Italy: High-resolution trace element mapping of the Astroni crystal cargo. Lithos, doi:10.1016/j.lithos.2018.08.033

67. Mercurio M., Rossi M., Izzo F., Cappelletti P., Germinario C., Grifa C., Petrelli M., Vergara A., Langella A. (2018). The characterization of natural gemstones using non-invasive FT-IR spectroscopy: New data on tourmalines. Talanta, doi:10.1016/j.talanta.2017.09.030

68. Petrelli M., El Omari K., Spina L., Le Guer Y., La Spina G., Perugini D. (2018). Timescales of water accumulation in magmas and implications for short warning times of explosive eruptions. Nature Communications, doi:10.1038/s41467-018-02987-6

69. Vezzoni S., Biagioni C., D'Orazio M., Pieruccioni D., Galanti Y., Petrelli M., Molli G. (2018). Evidence of Permian magmatism in the Alpi Apuane metamorphic complex (Northern Apennines, Italy): New hints for the geological evolution of the basement of the Adria plate. Lithos, doi:10.1016/j.lithos.2018.08.003

70. Gonzalez-Garcia D., Petrelli M., Behrens H., Vetere F., Fischer L.A., Morgavi D., Perugini D. (2018). Diffusive exchange of trace elements between alkaline melts: Implications for element fractionation and timescale estimations during magma mixing. Geochimica et Cosmochimica Acta, doi:10.1016/j.gca.2018.05.003

71. D'Amato R., Petrelli M., Proietti P., Onofri A., Regni L., Perugini D., Businelli D. (2018). Determination of changes in the concentration and distribution of elements within olive drupes (cv. Leccino) from Se biofortified plants, using laser ablation inductively coupled plasma mass spectrometry. Journal of the Science of Food and Agriculture, doi:10.1002/jsfa.9030

72. Roberto A.D., Smedile A., Del Carlo P., De Martini P.M., Iorio M., Petrelli M., Pantosti D., Pinzi S., Todrani A. (2018). Tephra and cryptotephra in a ~ 60,000-year-old lacustrine sequence from the fucino basin: New insights into the major explosive events in Italy. Bulletin of Volcanology, doi:10.1007/s00445-018-1200-x

73. Del Carlo P., Di Roberto A., D'Orazio M., Petrelli M., Angioletti A., Zanchetta G., Maggi V., Daga R., Nazzari M., Rocchi S. (2018). Late Glacial-Holocene tephra from southern Patagonia and Tierra del Fuego (Argentina, Chile): A complete textural and geochemical fingerprinting for distal correlations in the Southern Hemisphere. Quaternary Science Reviews, doi:10.1016/j.quascirev.2018.07.028

74. Arzilli F., Fabbrizio A., Schmidt M.W., Petrelli M., Maimaiti M., Dingwell D.B., Paris E., Burton M., Carroll M.R. (2018). The effect of diffusive re-equilibration time on trace element partitioning between alkali feldspar and trachytic melts. Chemical Geology, doi:10.1016/j.chemgeo.2018.07.035

75. Fabbrizio A., Gaeta M., Carroll M.R., Petrelli M. (2018). Sulfur and REE zoning in apatite: The example of the Colli Albani magmatic system. European Journal of Mineralogy, doi:10.1127/ejm/2018/0030-2701

76. Zucchini A., Petrelli M., Frondini F., Petrone C.M., Sassi P., Di Michele A., Palmerini S., Trippella O., Busso M. (2018). Chemical and mineralogical characterization of the mineo (Sicily, Italy) pallasite: A unique sample. Meteoritics and Planetary Science, doi:10.1111/maps.13002

77. Palmerini S., Trippella O., Busso M., Vescovi D., Petrelli M., Zucchini A., Frondini F. (2018). s-Processing from MHD-induced mixing and isotopic abundances in presolar SiC grains. Geochimica et Cosmochimica Acta, doi:10.1016/j.gca.2017.05.030

78. Rapa G., Groppo C., Rolfo F., Petrelli M., Mosca P., Perugini D. (2017). Titanite-bearing calc-silicate rocks constrain timing, duration and magnitude of metamorphic CO2 degassing in the Himalayan belt. Lithos, doi:10.1016/j.lithos.2017.09.024

79. Laeger K., Petrelli M., Andronico D., Misiti V., Scarlato P., Cimarelli C., Taddeucci J., Del Bello E., Perugini D. (2017). High-resolution geochemistry of volcanic ash highlights complex magma dynamics during the Eyjafjallajökull 2010 eruption. American Mineralogist, doi:10.2138/am-2017-5860

80. Vetere F., Rossi S., Namur O., Morgavi D., Misiti V., Mancinelli P., Petrelli M., Pauselli C., Perugini D. (2017). Experimental constraints on the rheology, eruption, and emplacement dynamics of analog lavas comparable to Mercury's northern volcanic plains. Journal of Geophysical Research: Planets, doi:10.1002/2016JE005181

81. Lenaz D., Musco M.E., Petrelli M., Caldeira R., De Min A., Marzoli A., Mata J., Perugini D., Princivalle F., Boumehdi M.A., Bensaid I.A.A., Youbi N. (2017). Restitic or not? Insights from trace element content and crystal — Structure of spinels in African mantle xenoliths. Lithos, doi:10.1016/j.lithos.2017.02.012

82. Rossi S., Petrelli M., Morgavi D., Gonzalez-Garcia D., Fischer L.A., Vetere F., Perugini D. (2017). Exponential decay of concentration variance during magma mixing: Robustness of a volcanic chronometer and implications for the homogenization of chemical heterogeneities in magmatic systems. Lithos, doi:10.1016/j.lithos.2017.06.022

83. Gonzalez-Garcia D., Behrens H., Petrelli M., Vetere F., Morgavi D., Zhang C., Perugini D. (2017). Water-enhanced interdiffusion of major elements between natural shoshonite and high-K rhyolite melts. Chemical Geology, doi:10.1016/j.chemgeo.2017.05.023

84. Paredes-Marino J., Dobson K.J., Ortenzi G., Kueppers U., Morgavi D., Petrelli M., Hess K.-U., Laeger K., Porreca M., Pimentel A., Perugini D. (2017). Enhancement of eruption explosivity by heterogeneous bubble nucleation triggered by magma mingling. Scientific Reports, doi:10.1038/s41598-017-17098-3

85. Sparice D., Scarpati C., Mazzeo F.C., Petrosino P., Arienzo I., Gisbert G., Petrelli M. (2017). New proximal tephras at Somma-Vesuvius: evidences of a pre-caldera, large (?) explosive eruption. Journal of Volcanology and Geothermal Research, doi:10.1016/j.jvolgeores.2017.02.004

86. Petrelli M., Bizzarri R., Morgavi D., Baldanza A., Perugini D. (2017). Combining machine learning techniques, microanalyses and large geochemical datasets for tephrochronological studies in complex volcanic areas: New age constraints for the Pleistocene magmatism of central Italy. Quaternary Geochronology, doi:10.1016/j.quageo.2016.12.003

87. Petrelli M., El Omari K., Le Guer Y., Perugini D. (2016). Effects of chaotic advection on the timescales of cooling and crystallization of magma bodies at mid crustal levels. Geochemistry, Geophysics, Geosystems, doi:10.1002/2015GC006109

88. Petrelli M., Perugini D. (2016). Solving petrological problems through machine learning: the study case of tectonic discrimination using geochemical and isotopic data. Contributions to Mineralogy and Petrology, doi:10.1007/s00410-016-1292-2

89. D'Antonio M., Mariconte R., Arienzo I., Mazzeo F.C., Carandente A., Perugini D., Petrelli M., Corselli C., Orsi G., Principato M.S., Civetta L. (2016). Combined Sr-Nd isotopic and geochemical fingerprinting as a tool for identifying tephra layers: Application to deep-sea cores from Eastern Mediterranean Sea. Chemical Geology, doi:10.1016/j.chemgeo.2016.09.022

90. Petrelli M., Laeger K., Perugini D. (2016). High spatial resolution trace element determination of geological samples by laser ablation quadrupole plasma mass spectrometry: implications for glass analysis in volcanic products. Geosciences Journal, doi:10.1007/s12303-016-0007-z

91. Rocchi S., Di Vincenzo G., Dini A., Petrelli M., Vezzoni S. (2015). Time-space focused intrusion of genetically unrelated arc magmas in the early Paleozoic Ross-Delamerian Orogen (Morozumi Range, Antarctica). Lithos, doi:10.1016/j.lithos.2015.06.006

92. Perugini D., De Campos C.P., Petrelli M., Morgavi D., Vetere F.P., Dingwell D.B. (2015). Quantifying magma mixing with the Shannon entropy: Application to simulations and experiments. Lithos, doi:10.1016/j.lithos.2015.09.008

93. Vetere F., Petrelli M., Morgavi D., Perugini D. (2015). Dynamics and time evolution of a shallow plumbing system: The 1739 and 1888-90 eruptions, Vulcano Island, Italy. Journal of Volcanology and Geothermal Research, doi:10.1016/j.jvolgeores.2015.09.024

94. Perugini D., De Campos C.P., Petrelli M., Dingwell D.B. (2015). Concentration variance decay during magma mixing: A volcanic chronometer. Scientific Reports, doi:10.1038/srep14225

95. El Omari K., Le Guer Y., Perugini D., Petrelli M. (2015). Cooling of a Magmatic System Under Thermal Chaotic Mixing. Pure and Applied Geophysics, doi:10.1007/s00024-014-1029-y

96. Petrelli M., Perugini D., Poli G. (2011). Transition to chaos and implications for time-scales of magma hybridization during mixing processes in magma chambers. Lithos, doi:10.1016/j.lithos.2011.02.007

97. Perugini D., Poli G., Petrelli M., de Campos C.P., Dingwell D.B. (2010). Time-scales of recent Phlegrean Fields eruptions inferred from the application of a 'diffusive fractionation' model of trace elements. Bulletin of Volcanology, doi:10.1007/s00445-009-0329-z

98. Frezzotti M.L., Ferrando S., Peccerillo A., Petrelli M., Tecce F., Perucchi A. (2010). Chlorine-rich metasomatic H2O-CO2 fluids in amphibole-bearing peridotites from Injibara (Lake Tana region, Ethiopian plateau): Nature and evolution of volatiles in the mantle of a region of continental flood basalts. Geochimica et Cosmochimica Acta, doi:10.1016/j.gca.2010.02.007

99. Piochi M., De Astis G., Petrelli M., Ventura G., Sulpizio R., Zanetti A. (2009). Constraining the recent plumbing system of Vulcano (Aeolian Arc, Italy) by textural, petrological, and fractal analysis: The 1739 A.D. Pietre Cotte lava flow. Geochemistry, Geophysics, Geosystems, doi:10.1029/2008GC002176

100. Ferrando S., Frezzotti M.L., Petrelli M., Compagnoni R. (2009). Metasomatism of continental crust during subduction: The UHP whiteschists from the Southern Dora-Maira Massif (Italian Western Alps). Journal of Metamorphic Geology, doi:10.1111/j.1525-1314.2009.00837.x

101. Gemelli M., Rocchi S., Di Vincenzo G., Petrelli M. (2009). Accretion of juvenile crust at the Early Palaeozoic Antarctic margin of Gondwana: Geochemical and geochronological evidence from granulite xenoliths. Terra Nova, doi:10.1111/j.1365-3121.2009.00868.x

102. Petrelli M., Perugini D., Alagna K.E., Poli G., Peccerillo A. (2008). Spatially resolved and bulk trace element analysis by laser ablation - Inductively coupled plasma - Mass spectrometry (LA-ICP-MS). Periodico di Mineralogia, doi:10.2451/2008PM0001

103. Perugini D., De Campos C.P., Dingwell D.B., Petrelli M., Poli G. (2008). Trace element mobility during magma mixing: Preliminary experimental results. Chemical Geology, doi:10.1016/j.chemgeo.2008.06.032

104. Perugini D., Petrelli M., Poli G. (2008). A virtual voyage through 3D structures generated by chaotic mixing of magmas and numerical simulations: A new approach for understanding spatial and temporal complexity of magma dynamics. Visual Geosciences, doi:10.1007/s10069-006-0004-x

105. Alagna K.E., Petrelli M., Perugini D., Poli G. (2008). Micro-analytical zircon and monazite U-Pb isotope dating by laser ablation-inductively coupled plasma-quadrupole mass spectrometry. Geostandards and Geoanalytical Research, doi:10.1111/j.1751-908X.2008.00866.x

106. Di Bella M., Russo S., Petrelli M., Peccerillo A. (2008). Origin and evolution of the Pleistocene magmatism of Linosa Island (Sicily channel, Italy). European Journal of Mineralogy, doi:10.1127/0935-1221/2008/0020-1832

107. Petrelli M., Caricchi L., Ulmer P. (2007). Application of high spatial resolution laser ablation ICP-MS to crystal-melt trace element partition coefficient determination. Geostandards and Geoanalytical Research, doi:10.1111/j.1751-908X.2007.00825.x

108. Perugini D., Petrelli M., Poli G. (2007). Influence of landscape morphology and vegetation cover on the sampling of mixed plutonic bodies. Mineralogy and Petrology, doi:10.1007/s00710-006-0173-1

109. Petrelli M., Perugini D., Poli G., Peccerillo A. (2007). Graphite electrode lithium tetraborate fusion for trace element determination in bulk geological samples by laser ablation ICP-MS. Microchim. Acta, doi:10.1007/s00604-006-0731-6

110. Petrelli M., Perugini D., Poli G. (2006). Time-scales of hybridisation of magmatic enclaves in regular and chaotic flow fields: Petrologic and volcanologic implications. Bulletin of Volcanology, doi:10.1007/s00445-005-0007-8

111. Perugini D., Petrelli M., Poli G. (2006). Analysis of concentration patterns in volcanic rocks: Insights into dynamics of highly explosive volcanic eruptions. Physica A: Statistical Mechanics and its Applications, doi:10.1016/j.physa.2006.02.023

112. Perugini D., Petrelli M., Poli G. (2006). Diffusive fractionation of trace elements by chaotic mixing of magmas. Earth and Planetary Science Letters, doi:10.1016/j.epsl.2006.01.026

113. Petrelli M., Poli G., Perugini D., Peccerillo A. (2005). PetroGraph: A new software to visualize, model, and present geochemical data in igneous petrology. Geochemistry, Geophysics, Geosystems, doi:10.1029/2005GC000932

114. Perugini D., Ventura G., Petrelli M., Poli G. (2004). Kinematic significance of morphological structures generated by mixing of magmas: A case study from Salina Island (southern Italy). Earth and Planetary Science Letters, doi:10.1016/j.epsl.2004.03.038

115. Petrelli M., Perugini D., Moroni B., Poli G. (2003). Determination of travertine provenance from ancient buildings using self-organizing maps and fuzzy logic. Applied Artificial Intelligence, doi:10.1080/713827251