Nabelek, J. L. (1984), Determination of earthquake source parameters from inversion of body waves, Ph.D. thesis, M. I. T., Dept. of Earth, Atmospheric and Planetary Sciences. 6

Nissen-Meyer, T., M. van Driel, S. C. Stähler, K. Hosseini, S. Hempel, L. Auer, A. Colombi, and A. Fournier (2014), Axisem : broadband 3-d seismic wavefields in axisymmetric media, *Solid Earth*, 5(1), 425-445. 6

Nocquet, J.-M., and E. Calais (2004), Geodetic measurements of crustal deformation in the western mediterranean and europe, *Pure and applied geophysics*, 161(3), 661-681. 4

Obara, K. (2002), Nonvolcanic deep tremor associated with subduction in southwest japan, *Science*, 296(5573), 1679-1681. 12

Obara, K., and A. Kato (2016), Connecting slow earthquakes to huge earthquakes, *Science*, 353(6296), 253-257. 13, 14, 18, 61

Ochoa, L. H., L. F. Niño, and C. A. Vargas (2018), Fast magnitude determination using a single seismological station record implementing machine learning techniques, *Geodesy and Geodynamics*, 9(1), 34-41. 26

Ogata, Y. (1988), Statistical models for earthquake occurrences and residual analysis for point processes, *Journal of the American Statistical association*, 83(401), 9-27. 16

Ogata, Y. (1998), Space-time point-process models for earthquake occurrences, *Annals of the Institute of Statistical Mathematics*, 50(2), 379-402. 16

Ogata, Y., and K. Katsura (2014), Comparing foreshock characteristics and foreshock forecasting in observed and simulated earthquake catalogs, *Journal of Geophysical Research : Solid Earth*, 119(11), 8457-8477. 17

Okada, Y. (1985), Surface deformation due to shear and tensile faults in a half-space, *Bulletin of the seismological society of America*, 75(4), 1135-1154. 6

Omori, F. (1894), On the after-shocks of earthquakes, *J. Coll. Sci., Imp. Univ., Japan*, 7, 111-200. 16

Ozawa, S., T. Nishimura, H. Suito, T. Kobayashi, M. Tobita, and T. Imakiire (2011), Coseismic and postseismic slip of the 2011 magnitude-9 tohoku-oki earthquake, *Nature*, 475(7356), 373-376. 4
Perol, T., M. Gharbi, and M. Denolle (2018), Convolutional neural network for earthquake detection and location, *Science Advances*, 4(2), e1700,578. 26

Perrin, C., I. Manighetti, J.-P. Ampuero, F. Cappa, and Y. Gaudemer (2016), Location of largest earthquake slip and fast rupture controlled by along-strike change in fault structural maturity due to fault growth, *Journal of Geophysical Research : Solid Earth*, 121(5), 3666–3685. 28

Pollitz, F. F. (1996), Coseismic deformation from earthquake faulting on a layered spherical earth, *Geophysical Journal International*, 125(1), 1–14. 6

Radiguet, M., F. Cotton, I. Manighetti, M. Campillo, and J. Douglas (2009), Dependency of near-field ground motions on the structural maturity of the ruptured faults, *Bulletin of the Seismological Society of America*, 99(4), 2572–2581. 28

Ragon, T., A. Sladen, and M. Simons (2018), Accounting for uncertain fault geometry in earthquake source inversions–i : theory and simplified application, *Geophysical Journal International*, 214(2), 1174–1190. 9

Ragon, T., A. Sladen, and M. Simons (2019a), Accounting for uncertain fault geometry in earthquake source inversions–ii : application to the m w 6.2 amatrice earthquake, central italy, *Geophysical Journal International*, 218(1), 689–707. 9

Ragon, T., A. Sladen, Q. Bletery, M. Vergnolle, O. Cavalié, A. Avallone, J. Balestra, and B. Delouis (2019b), Joint inversion of coseismic and early postseismic slip to optimize the information content in geodetic data : Application to the 2009 m w 6.3 l’aquila earthquake, central italy, *Journal of Geophysical Research : Solid Earth*, 124(10), 10,522–10,543. 11, 60

Ragon, T., M. Simons, Q. Bletery, O. Cavalié, and E. Fielding (2021), A stochastic view of the 2020 elazığ mw 6.8 earthquake (turkey), *Geophysical Research Letters*, 48(3), e2020GL090,704. 9, 60

Reddy, R., and R. R. Nair (2013), The efficacy of support vector machines (svm) in robust determination of earthquake early warning magnitudes in central japan, *Journal of Earth System Science*, 122(5), 1423–1434. 26

Rogers, G., and H. Dragert (2003), Episodic tremor and slip on the cascadia subduction zone : The chatter of silent slip, *Science*, 300(5627), 1942–1943. 12
Rolland, L. M., P. Lognonné, E. Astafyeva, E. A. Kherani, N. Kobayashi, M. Mann, and H. Munekane (2011), The resonant response of the ionosphere imaged after the 2011 off the pacific coast of tohoku earthquake, *Earth, planets and space*, 63(7), 853-857. 5

Romano, F., E. Trasatti, S. Lorito, C. Piromallo, A. Piatanesi, Y. Ito, D. Zhao, K. Hirata, P. Lanucara, and M. Cocco (2014), Structural control on the tohoku earthquake rupture process investigated by 3d fem, tsunami and geodetic data, *Scientific reports*, 4(1), 1-11. 6

Rong, K., C. E. Yoon, K. J. Bergen, H. Elezabi, P. Bailis, P. Levis, and G. C. Beroza (2018), Locality-sensitive hashing for earthquake detection : A case study of scaling data-driven science, *arXiv preprint arXiv :1803.09835*. 26

Ross, Z. E., M.-A. Meier, E. Hauksson, and T. H. Heaton (2018a), Generalized seismic phase detection with deep learning, *Bulletin of the Seismological Society of America*, 108(5A), 2894-2901. 26

Ross, Z. E., M.-A. Meier, and E. Hauksson (2018b), P wave arrival picking and first-motion polarity determination with deep learning, *Journal of Geophysical Research : Solid Earth*, 123(6), 5120-5129. 26

Ross, Z. E., Y. Yue, M.-A. Meier, E. Hauksson, and T. H. Heaton (2019a), Phaselink : A deep learning approach to seismic phase association, *Journal of Geophysical Research : Solid Earth*, 124(1), 856-869. 26

Ross, Z. E., D. T. Trugman, E. Hauksson, and P. M. Shearer (2019b), Searching for hidden earthquakes in southern california, *Science*, 364(6442), 767-771. 26

Rouet-Leduc, B., C. Hulbert, N. Lubbers, K. Barros, C. J. Humphreys, and P. A. Johnson (2017), Machine learning predicts laboratory earthquakes, *Geophysical Research Letters*, 44(18), 9276-9282. 26

Rouet-Leduc, B., C. Hulbert, D. C. Bolton, C. X. Ren, J. Riviere, C. Marone, R. A. Guyer, and P. A. Johnson (2018), Estimating fault friction from seismic signals in the laboratory, *Geophysical Research Letters*, 45(3), 1321-1329. 26

Rouet-Leduc, B., C. Hulbert, and P. A. Johnson (2019), Continuous chatter of the cascadia subduction zone revealed by machine learning, *Nature Geoscience*, 12(1), 75-79. 26

Rousset, B., C. Lasserre, N. Cubas, S. Graham, M. Radiguet, C. DeMets, A. Socquet, M. Campillo, V. Kostoglakov, E. Cabral-Cano, et al. (2016), Lateral variations of interplate coupling
along the mexican subduction interface : Relationships with long-term morphology and fault
zone mechanical properties, *Pure and Applied Geophysics*, **173**(10), 3467–3486. **11**, **12**

Rousset, B., M. Campillo, C. Lasserre, W. B. Frank, N. Cotte, A. Walpersdorf, A. Socquet, and V. Kostoglodov (2017), A geodetic matched filter search for slow slip with application to the mexico subduction zone, *Journal of Geophysical Research : Solid Earth*, **122**(12), 10–498. 14

Rousset, B., R. Bürgmann, and M. Campillo (2019), Slow slip events in the roots of the san andreas fault, *Science advances*, **5**(2), eaav3274. 14

Rubin, A. M., and J.-P. Ampuero (2005), Earthquake nucleation on (aging) rate and state faults, *Journal of Geophysical Research : Solid Earth*, **110**(B11). 15, 18

Ruhl, C., D. Melgar, A. Chung, R. Grapenthin, and R. Allen (2019), Quantifying the value of real-time geodetic constraints for earthquake early warning using a global seismic and geodetic data set, *Journal of Geophysical Research : Solid Earth*, **124**(4), 3819–3837. 21

Ruina, A. (1983), Slip instability and state variable friction laws, *Journal of Geophysical Research : Solid Earth*, **88**(B12), 10,359–10,370. 14

Ruiz, S., M. Metois, A. Fuenzalida, J. Ruiz, F. Leyton, R. Grandin, C. Vigny, R. Madariaga, and J. Campos (2014), Intense foreshocks and a slow slip event preceded the 2014 iquique mw 8.1 earthquake, *Science*, **345**(6201), 1165–1169. 18

Rydelek, P., and S. Horiuchi (2006), Is earthquake rupture deterministic?, *Nature*, **442**(7100), E5–E6. 84

Rydelek, P., C. Wu, and S. Horiuchi (2007), Comment on “earthquake magnitude estimation from peak amplitudes of very early seismic signals on strong motion records” by aldo zollo, maria lancieri, and stefan nielsen, *Geophysical Research Letters*, **34**(20). 84

Sato, T., and H. Kanamori (1999), Beginning of earthquakes modeled with the griffith's fracture criterion, *Bulletin of the Seismological Society of America*, **89**(1), 80–93. 84

Satriano, C., L. Elia, C. Martino, M. Lancieri, A. Zollo, and G. Iannaccone (2011), Presto, the earthquake early warning system for southern italy : Concepts, capabilities and future perspectives, *Soil Dynamics and Earthquake Engineering*, **31**(2), 137–153. 20

Schellart, W. P., and N. Rawlinson (2013), Global correlations between maximum magnitudes of subduction zone interface thrust earthquakes and physical parameters of subduction zones, *Physics of the Earth and Planetary Interiors*, **225**, 41–67. 28
Scholz, C. (1968), The frequency-magnitude relation of microfracturing in rock and its relation to earthquakes, *Bulletin of the seismological society of America*, **58**(1), 399-415. 17

Scholz, C. H. (2019), *The mechanics of earthquakes and faulting*, Cambridge university press.
15

Scholz, C. H., L. R. Sykes, and Y. P. Aggarwal (1973), Earthquake prediction : A physical basis, *Science*, **181**(4102), 803–810. 19

Schorlemmer, D., S. Wiemer, and M. Wyss (2005), Variations in earthquake-size distribution across different stress regimes, *Nature*, **437**(7058), 539–542. 17

Schwartz, S. Y., and J. M. Rokosky (2007), Slow slip events and seismic tremor at circum-pacific subduction zones, *Reviews of Geophysics*, **45**(3). 12, 18

Serdar Kuyuk, H., R. M. Allen, H. Brown, M. Hellweg, I. Henson, and D. Neuhauser (2014), Designing a network-based earthquake early warning algorithm for california : Elarms-2, *Bulletin of the Seismological Society of America*, **104**(1), 162–173. 20

Sheen, D.-H., J.-H. Park, H.-C. Chi, E.-H. Hwang, I.-S. Lim, Y. J. Seong, and J. Pak (2017), The first stage of an earthquake early warning system in south korea, *Seismological Research Letters*, **88**(6), 1491–1498. 20

Shelly, D. R., G. C. Beroza, S. Ide, and S. Nakamula (2006), Low-frequency earthquakes in shikoku, japan, and their relationship to episodic tremor and slip, *Nature*, **442**(7099), 188–191. 13

Shelly, D. R., G. C. Beroza, and S. Ide (2007), Non-volcanic tremor and low-frequency earthquake swarms, *Nature*, **446**(7133), 305–307. 12, 62

Sladen, A., D. Rivet, J.-P. Ampuero, L. De Barros, Y. Hello, G. Calbris, and P. Lamare (2019), Distributed sensing of earthquakes and ocean-solid earth interactions on seafloor telecom cables, *Nature communications*, **10**(1), 1–8. 5

Spada, M., T. Tormann, S. Wiemer, and B. Enescu (2013), Generic dependence of the frequency-size distribution of earthquakes on depth and its relation to the strength profile of the crust, *Geophysical research letters*, **40**(4), 709–714. 17

Steketee, J. (1958), On volterra's dislocations in a semi-infinite elastic medium, *Canadian Journal of Physics*, **36**(2), 192–205. 6
Stevens, V., and J. Avouac (2015), Interseismic coupling on the main himalayan thrust, *Geo-physical Research Letters*, 42(14), 5828–5837. 12

Stirling, M. W., S. G. Wesnousky, and K. Shimazaki (1996), Fault trace complexity, cumulative slip, and the shape of the magnitude-frequency distribution for strike-slip faults : A global survey, *Geophysical Journal International*, 124(3), 833–868. 28

Sun, T., and K. Wang (2015), Viscoelastic relaxation following subduction earthquakes and its effects on afterslip determination, *Journal of Geophysical Research : Solid Earth*, 120(2), 1329–1344. 11

Sunil, A., M. S. Bagiya, Q. Bletery, and D. Ramesh (2021), Association of ionospheric signatures to various tectonic parameters during moderate to large magnitude earthquakes : case study, *Journal of Geophysical Research : Space Physics*, 126(3), e2020JA028,709. 5

Tamaribuchi, K., Y. Yagi, B. Enescu, and S. Hirano (2018), Characteristics of foreshock activity inferred from the jma earthquake catalog, *Earth, Planets and Space*, 70(1), 1–13. 17

Tanioka, Y., and K. Satake (1996), Tsunami generation by horizontal displacement of ocean bottom, *Geophysical Research Letters*, 23(8), 861–864. 7

Thomas, A., N. M. Beeler, Q. Bletery, R. Burgmann, and D. R. Shelly (2018), Using low-frequency earthquake families on the san andreas fault as deep creepmeters, *Journal of Geophysical Research : Solid Earth*, 123(1), 457–475. 13, 61

Thomas, A. M., R. M. Nadeau, and R. Bürgmann (2009), Tremor-tide correlations and near-lithostatic pore pressure on the deep san andreas fault, *Nature*, 462(7276), 1048–1051. 13

Tibi, R., C. Young, A. Gonzales, S. Ballard, and A. Encarnacao (2017), Rapid and robust cross-correlation-based seismic signal identification using an approximate nearest neighbor method, *Bulletin of the Seismological Society of America*, 107(4), 1954–1968. 26

Toda, S., R. S. Stein, K. Richards-Dinger, and S. B. Bozkurt (2005), Forecasting the evolution of seismicity in southern california : Animations built on earthquake stress transfer, *Journal of Geophysical Research : Solid Earth*, 110(B5). 17

Tormann, T., S. Wiemer, and J. L. Hardebeck (2012), Earthquake recurrence models fail when earthquakes fail to reset the stress field, *Geophysical Research Letters*, 39(18). 17
Tormann, T., S. Wiemer, and A. Mignan (2014), Systematic survey of high-resolution b value imaging along californian faults : Inference on asperities, *Journal of Geophysical Research : Solid Earth*, **119**(3), 2029–2054. 17

Tormann, T., B. Enescu, J. Woessner, and S. Wiemer (2015), Randomness of megathrust earthquakes implied by rapid stress recovery after the japan earthquake, *Nature Geoscience*, **8**(2), 152–158. 17

Trugman, D. T., and P. M. Shearer (2018), Strong correlation between stress drop and peak ground acceleration for recent m 1–4 earthquakes in the san francisco bay area, *Bulletin of the Seismological Society of America*, **108**(2), 929–945. 26

Tsai, V. C., J.-P. Ampuero, H. Kanamori, and D. J. Stevenson (2013), Estimating the effect of earth elasticity and variable water density on tsunami speeds, *Geophysical Research Letters*, **40**(3), 492–496. 7

Tse, S. T., and J. R. Rice (1986), Crustal earthquake instability in relation to the depth variation of frictional slip properties, *Journal of Geophysical Research : Solid Earth*, **91**(B9), 9452–9472. 15

Twardzik, C., M. Vergnolle, A. Sladen, and A. Avallone (2019), Unravelling the contribution of early postseismic deformation using sub-daily gnss positioning, *Scientific reports*, **9**(1), 1–12. 11

Uchide, T., and S. Ide (2010), Scaling of earthquake rupture growth in the parkfield area : Self-similar growth and suppression by the finite seismogenic layer, *Journal of Geophysical Research : Solid Earth*, **115**(B11). 84

Utsu, T. (1961), A statistical study on the occurrence of aftershocks, *Geophys. Mag.*, **30**, 521–605. 16

Utsu, T., Y. Ogata, et al. (1995), The centenary of the omori formula for a decay law of aftershock activity, *Journal of Physics of the Earth*, **43**(1), 1–33. 16

Valera, M., Z. Guo, P. Kelly, S. Matz, V. A. Cantu, A. G. Percus, J. D. Hyman, G. Srinivasan, and H. S. Viswanathan (2018), Machine learning for graph-based representations of three-dimensional discrete fracture networks, *Computational Geosciences*, **22**(3), 695–710. 26
Vallée, M., and K. Juhel (2019), Multiple observations of the prompt elastogravity signals heralding direct seismic waves, *Journal of Geophysical Research : Solid Earth*, **124**(3), 2970–2989. 23

Vallée, M., J. Charléty, A. M. Ferreira, B. Delouis, and J. Vergoz (2011), Scardec : a new technique for the rapid determination of seismic moment magnitude, focal mechanism and source time functions for large earthquakes using body-wave deconvolution, *Geophysical Journal International*, **184**(1), 338–358. 107

Vallée, M., J. P. Ampuero, K. Juhel, P. Bernard, J.-P. Montagner, and M. Barsuglia (2017), Observations and modeling of the elastogravity signals preceding direct seismic waves, *Science*, **358**(6367), 1164–1168. 22, 23

Villegas-Lanza, J. C., M. Chlieh, O. Cavalié, H. Tavera, P. Baby, J. Chire-Chira, and J.-M. Nocquet (2016), Active tectonics of peru : Heterogeneous interseismic coupling along the nazca megathrust, rigid motion of the peruvian sliver, and subandean shortening accommodation, *Journal of Geophysical Research : Solid Earth*, **121**(10), 7371–7394. 12

Wallace, L. M. (2020), Slow slip events in new zealand, *Annual Review of Earth and Planetary Sciences*, **48**, 175–203. 18

Watada, S. (2013), Tsunami speed variations in density-stratified compressible global oceans, *Geophysical Research Letters*, **40**(15), 4001–4006. 7

Wech, A. G. (2010), Interactive tremor monitoring, *Seismological Research Letters*, **81**(4), 664–669. 72

Wech, A. G., and K. C. Creager (2008), Automated detection and location of cascadia tremor, *Geophysical Research Letters*, **35**(20). 72

Wesnousky, S. G. (1988), Seismological and structural evolution of strike-slip faults, *Nature*, **335**(6188), 340–343. 28

Wiemer, S., and K. Katsumata (1999), Spatial variability of seismicity parameters in aftershock zones, *Journal of Geophysical Research : Solid Earth*, **104**(B6), 13,135–13,151. 17

Wiemer, S., M. Gerstenberger, and E. Hauksson (2002), Properties of the aftershock sequence of the 1999 m w 7.1 hector mine earthquake : implications for aftershock hazard, *Bulletin of the Seismological Society of America*, **92**(4), 1227–1240. 17
Wu, S., J. L. Beck, and T. H. Heaton (2013), epad : Earthquake probability-based automated decision-making framework for earthquake early warning, *Computer-Aided Civil and Infrastructure Engineering*, **28**(10), 737-752. 83

Wu, Y.-M., and H. Kanamori (2008), Development of an earthquake early warning system using real-time strong motion signals, *Sensors*, **8**(1), 1-9. 4

Wyss, M., and S. Wiemer (2000), Change in the probability for earthquakes in southern California due to the landers magnitude 7.3 earthquake, *Science*, **290**(5495), 1334-1338. 17

Yamamoto, S., P. Rydelek, S. Horiuchi, C. Wu, and H. Nakamura (2008), On the estimation of seismic intensity in earthquake early warning systems, *Geophysical Research Letters*, **35**(7), 84

Yamazaki, Y., Z. Kowalik, and K. F. Cheung (2009), Depth-integrated, non-hydrostatic model for wave breaking and run-up, *International Journal for Numerical Methods in Fluids*, **61**(5), 473-497. 7

Yamazaki, Y., K. F. Cheung, and Z. Kowalik (2011), Depth-integrated, non-hydrostatic model with grid nesting for tsunami generation, propagation, and run-up, *International Journal for Numerical Methods in Fluids*, **67**(12), 2081-2107. 7

Yin, L., J. Andrews, and T. Heaton (2018), Reducing process delays for real-time earthquake parameter estimation—an application of kd tree to large databases for earthquake early warning, *Computers & Geosciences*, **114**, 22-29. 26

Yoon, C. E., O. O'Reilly, K. J. Bergen, and G. C. Beroza (2015), Earthquake detection through computationally efficient similarity search, *Science Advances*, **1**(11), e1501057. 26

Zechar, J. D., W. Marzocchi, and S. Wiemer (2016), Operational earthquake forecasting in Europe : progress, despite challenges, *Bulletin of Earthquake Engineering*, **14**(9), 2459-2469. 19

Zhang, J., H. Zhang, E. Chen, Y. Zheng, W. Kuang, and X. Zhang (2014), Real-time earthquake monitoring using a search engine method, *Nature Communications*, **5**(1), 1-9. 26

Zhang, S., R. Wang, T. Dahm, S. Zhou, and S. Heimann (2020), Prompt elasto-gravity signals (pegs) and their potential use in modern seismology, *Earth and Planetary Science Letters*, **536**, 116-150. 110
Zhu, L., and L. A. Rivera (2002), A note on the dynamic and static displacements from a point source in multilayered media, *Geophysical Journal International*, **148**(3), 619-627. 6

Zhu, W., and G. C. Beroza (2019), Phasenet : a deep-neural-network-based seismic arrival-time picking method, *Geophysical Journal International*, **216**(1), 261-273. 26

Zollo, A., M. Lancieri, and S. Nielsen (2006), Earthquake magnitude estimation from peak amplitudes of very early seismic signals on strong motion records, *Geophysical Research Letters*, **33**(23). 84
# Annexe

## 1 Curriculum Vitae

### Parcours académique

<table><tr><td>Chargé de recherche, IRD, Géoazur</td><td>depuis 2018</td></tr><tr><td>Postdoctoral Fellow, University of Oregon (USA)</td><td>2016 - 2018</td></tr><tr><td>Doctorant chargé d'enseignement, Université Nice Sophia Antipolis</td><td>2012 - 2015</td></tr><tr><td>Visiting student researcher, California Institute of Technology (USA)</td><td>2011 - 2012</td></tr></table>

### Diplômes

<table><tr><td>Doctorat, Université Nice Sophia Antipolis</td><td>2015</td></tr><tr><td>Diplôme d'Ingénieur, École et Observatoire des Sciences de la Terre</td><td>2011</td></tr><tr><td>Master, École et Observatoire des Sciences de la Terre</td><td>2011</td></tr></table>

### Projets financés en tant que PI

<table><tr><td>ERC Starting Grant EARLI (1.5 M€)</td><td>2021 - 2025</td></tr><tr><td>Allocations de ressources de calcul A10-A12 GENCI (233 k€)</td><td>2021 - 2023</td></tr><tr><td>Postdoc thématique UCA en IA (75 k€)</td><td>2019 - 2021</td></tr><tr><td>Allocation de Recherche pour une Thèse au Sud</td><td>2020 - 2023</td></tr><tr><td>Missions Longue Durée (IRD) (×3)</td><td>2021 - 2022</td></tr><tr><td>Soutien au Sud (10 k€)</td><td>2019</td></tr><tr><td>Tremplin Complex Académie d'Excellence UCA (5 k€)</td><td>2019</td></tr></table>
## Projets financés (non PI)

ANR S5 (427 k€), PI : J.-M. Nocquet 2019 - 2023
Rôle : Task manager + Encadrement postdoc

ANR OSMOSE (483 k€), PI : E. Calais 2022 - 2025
Rôle : Encadrement postdoc

ANR ITEC (284 k€), PI : L. Rolland 2020 - 2024
Rôle : Participant

ANR E-POST (200 k€), PI : M. Vergnolle 2015 - 2019
Rôle : Participant

## Encadrement

### Postdocs

**Andrea Licciardi.** Encadrement : 100% (ERC EARLI) 07/2021 - 12/2022
Encadrement : 80% (postdoc UCA) 01/2020 - 06/2021

Développement de PEGSnet, un algorithme d'IA pour l'alerte sismique à partir des PEGS

**Kévin Juhel.** Encadrement : 100% (ERC EARLI) 03/2021 - 03/2024
Construction d'une base de données de PEGS globale exhaustive

**Kumar Sunil** (Indian Inst. of Geomag.). Encadrement : 30% 03/2020 - 02/2021
Analyse de la sensibilité des signaux ionosphériques à la source sismique

### Doctorants

**Gabriela Arias.** Encadrement : 80% (ERC EARLI) 01/2021 - 12/2023
Application de PEGSnet en Amérique du Sud

**Pablo Lara.** Encadrement : 80% (ARTS) 10/2020 - 09/2023
Développement d'un algorithme d'IA pour l'alerte sismique au Pérou

**Théa Ragon.** Encadrement : 30% 05/2016 - 05/2019
Quantification des incertitudes dans les modèles de source par inversion Bayésienne

### Masters

**Tyler Newton** (U. of Oregon). Encadrement : 30 % 09/2016 - 08/2018
Détermination de l'orientation des contraintes le long de la faille de Nankai

**Alexander Babb** (U. of Oregon). Encadrement : 30 % 09/2016 - 08/2018
Analyse de la sensibilité des LFEs aux marées
## Stagiaires

**Théodore Michel** (M1, Mines de Paris). Encadrement : 100% 05/2021 - 07/2021
Optimisation d'algorithmes de Deep Learning pour le débruitage de PEGS

**Lionel Mattéo** (L3, U. Nice Sophia Antipolis). Encadrement : 80% 05/2014 - 06/2014
Quantification de l'excitation tsunami par la déformation horizontale du fond de l'océan

## Enseignements

<table><tr><td>Monitorat (Université Nice Sophia Antipolis). Total : 187 h EqTD</td><td>2012 - 2015</td></tr><tr><td>Rhéologie et Sismologie, L3</td><td>12 h/an</td><td>2013 - 2015</td></tr><tr><td>Méthodes numériques et gestion des données, L3</td><td>26 h/an</td><td>2013 - 2015</td></tr><tr><td>Physique de la Terre, L2</td><td>13.5 h/an</td><td>2013 - 2015</td></tr><tr><td>Outils Mathématiques, L2</td><td>9 h/an</td><td>2013 - 2015</td></tr><tr><td>Rhéologie et Sismologie, L3</td><td>36 h/an</td><td>2012 - 2013</td></tr><tr><td>Physique de la Terre, L2</td><td>20 h/an</td><td>2012 - 2013</td></tr><tr><td>Outils Mathématiques, L2</td><td>10 h/an</td><td>2012 - 2013</td></tr></table>

## Cours magistraux ponctuels

<table><tr><td>Introduction à l'IA pour les Géosciences, M2 (U. Quisqueya, Haïti)</td><td>4 h</td><td>2022</td></tr><tr><td>Volcanoes and Earthquakes, Geology 306 (U. of Oregon, USA)</td><td>4 h</td><td>2016</td></tr><tr><td>Fault Mechanics, Geology 467 (U. of Oregon, USA)</td><td>4 h</td><td>2016</td></tr></table>

## Animation de la recherche

PI du projet ERC EARLI 2021 - 2025

Organisateur des séminaires à Géoazur 2018 - 2021

Membre du comité scientifique du workshop "Artificial Intelligence for waves" (AI4W) 2022

Membre du panel pour l'obtention du label européen HRS4R à l'IRD 2019

Examinateur d'une thèse :

Emmanuel Caballero (Université de Strasbourg, 2022)

Membre de 3 comités de thèse :

Audrey Chouli (Université Grenoble Alpes, 2021 - 2024)

Philippe Danré (Université Côte d'Azur, 2020 - 2023)

Daniel Mata (Université Côte d'Azur, 2019 - 2022)

Reviewer pour les journaux : Science, PNAS, Nature Com., EPSL, GRL, EPS, JGR : Solid
# Annexe

Earth, GJI, Pure Appl. Geophys., Front. Earth Sci.

Reviewer pour les agences de financement : CNES, NERC (UK)

## Prix

Prix d'Excellence de l'Université Côte d'Azur 2020

## Diffusion scientifique

### Conférences grand public

De l'IA pour anticiper les tremblements de terre. *Science pour tous 06.* 2022

L'IA dans la Science d'aujourd'hui. *Festival Nice fictions.* 2021

### Interviews TV

IA, big data et numérique : l'algorithme dans la peau. *L'Esprit Sorcier.* 2021

De l'IA pour prévenir les séismes. *Le Journal d'Arte.* 2021

### Interviews radio

Pourra-ton bientôt mieux prédire les séismes ? *RFI.* 2022

U of O researchers publish new theory on mega-quakes. *KLCC (USA).* 2016

### Interviews presse écrite

Des nouvelles méthodes pour avertir des séismes, *La Croix.* 2022

Une intelligence artificielle pour parer aux tsunamis, *l'Humanité.* 2022

Un signal éclair pour détecter les séismes, *Le Monde.* 2022

Un algorithme pour mieux anticiper les tsunamis. *AFP.* 2022

Une IA capable de détecter en temps réel un signal précoce de séisme. *Le Figaro.* 2022

Catastrophes naturelles : des chercheurs ont découvert comment mieux anticiper la taille des tsunami. *Le Parisien.* 2022

La prévision des tsunamis devrait faire un grand pas. *Le Temps.* 2022

Keeping one step ahead of earthquakes. *Horizon (UE).* 2021

Horizon 2040 : 4 grands défis pour demain. *Ça m'intéresse.* 2020

Séismes : l'IA redonne l'espoir de les prédire! *Science et Vie.* 2019

Les mégaséismes, une affaire de géométrie. *La Recherche.* 2017

La géométrie des zones de subduction, un indicateur des méga-séismes. *Pour la Science.* 2016

### Échanges chercheur-journaliste (programme AJSPI)

1 semaine passée dans la rédaction du journal *Libération* 2022

Accueil (1 semaine) d'une journaliste du journal *La croix* 2022
## Présentations invitées

<table><tr><td>European Geophysical Union (EGU) General Assembly, Vienne (Autriche)</td><td>2021</td></tr><tr><td>Seismological Society of America (SSA) Annual Meeting, Denver (USA)</td><td>2017</td></tr><tr><td>American Geophysical Union (AGU) Fall Meeting, San Francisco (USA)</td><td>2016</td></tr><tr><td>US-Japan Cooperative Program in Natural Resources (UJNR) Meeting, Napa (USA)</td><td>2016</td></tr></table>

## Séminaires invités

<table><tr><td>Instituto Geofísico del Perú (Pérou)</td><td>2021</td></tr><tr><td>Portland State University (USA)</td><td>2018</td></tr><tr><td>University of California Berkeley (USA)</td><td>2017</td></tr><tr><td>USGS Earthquake Science Center (USA)</td><td>2017</td></tr><tr><td>Institut de Physique du Globe de Strasbourg</td><td>2017</td></tr><tr><td>Ecole Normale Supérieure de Paris</td><td>2017</td></tr><tr><td>USGS Cascades Volcano Observatory (USA)</td><td>2016</td></tr><tr><td>Institut des Sciences de la Terre de Grenoble</td><td>2015</td></tr></table>

# 2 Liste des publications

* : articles dont le premier auteur est un doctorant ou post-doctorant encadré ou co-encadré

* **16.** Licciardi A., **Q. Bletery**, B. Rouet-Leduc, J.-P. Ampuero and K. Juhel (2022). Instantaneous tracking of earthquake growth using Elasto-Gravity Signals. *Nature*, 606, 319-324.

**15.** Calais E., S. Symithe, T. Monfret, B. Delouis, A. Lomax, F. Courboulex, J.P. Ampuero, P. Lara, **Q. Bletery**, J. Chèze, F. Peix, A. Deschamps, B. de Lépinay, B. Raimbault, R. Jolivet, S. Paul, S. St-Fleur, D. Boisson, Y. Fukushima, Z. Duputel, L. Xu and L. Meng (2022). Citizen seismology helps decipher the 2021 Haiti earthquake. *Science*, 376, 6590, 283-287.

* **14.** Sunil A. S., M. Bagiya, **Q. Bletery** and D. Ramesh (2021). Association of ionospheric signatures to various tectonic parameters during moderate to large magnitude earthquakes : case study. *Journal of Geophysical Research : Space Physics*, 126(3), e2020JA028709.

* **13.** Ragon T., M. Simons, **Q. Bletery**, O. Cavalié and E. Fielding (2021). A stochastic view of the 2020 Elazığ Mw 6.8 earthquake. *Geophysical Research Letters*, 48(3), e2020GL090704.
12. Bletery Q., O. Cavalié, J.-M. Nocquet and T. Ragon (2020). Distribution of interseismic coupling along the North and East Anatolian Faults inferred from InSAR and GPS data. *Geo-physical Research Letters*, 47(16), e2020GL087775.

11. Bletery, Q. and J.-M. Nocquet (2020). Slip bursts during coalescence of slow slip events in Cascadia. *Nature Communications*, 11(1), 1-6.

10. Jolivet, R., M. Simons, Z. Duputel, J.-A. Olive, H. Bhat and **Q. Bletery** (2020). Interseismic loading of subduction megathrust drives long term uplift in northern Chile. *Geophysical Research Letters*, 47(8), e2019GL085377.

9. Bagiya M. S., D. Thomas, E. Astafayeva, **Q. Bletery**, P. Lognonné, D. S. Ramesh (2020). The Ionospheric view of the 2011 Tohoku-Oki earthquake seismic source : the first 60 seconds of the rupture. *Scientific Reports*, 10(1), 1-15.

* 8. Ragon, T., A. Sladen, **Q. Bletery**, M. Vergnolle, O. Cavalié, A. Avallone, J. Balestra and B. Delouis (2019). Joint inversion of co-seismic and early post-seismic slip to optimize the information content in geodetic data : Application to the 2009 Mw 6.3 L'Aquila earthquake, Central Italy. *Journal of Geophysical Research : Solid Earth*, 124(10), 10522-10543.

7. Thomas, A. M., N. M. Beeler, **Q. Bletery**, R. Bürgmann and D. R. Shelly (2018). Using low frequency earthquake families on the San Andreas as deep creep meters, *Journal of Geophysical Research : Solid Earth*, 23(1), 457-475.

6. **Bletery, Q.**, A. M. Thomas, A. W. Rempel and J. L. Hardebeck (2017). Imaging shear strength along subduction faults, *Geophysical Research Letters*, 44(22), 11-329.

5. **Bletery, Q.**, A. M. Thomas, J. C. Hawthorne, R. M. Skarbek, A. W. Rempel and R. D. Krogstad (2017). Characteristics of secondary slip fronts associated with slow earthquakes in Cascadia, *Earth and Planetary Science Letters*, 463, 212-220.

4. **Bletery, Q.**, A. M. Thomas, A. W. Rempel, L. Karlstrom, A. Sladen and L. De Barros (2016). Mega-earthquakes rupture flat megathrusts, *Science*, 354, 6315, 1027-1031.

3. **Bletery, Q.**, A. Sladen, J. Jiang and M. Simons (2016). A Bayesian source model for the great 2004 Sumatra-Andaman earthquake, *Journal of Geophysical Research : Solid Earth*,
121(7), 5116-5135.

2. Bletery, Q., A. Sladen, B. Delouis and L. Mattéo (2015). Quantification of tsunami bathymetry effect on finite fault slip inversion, *Pure and Applied Geophysics*, 172(12), 3655–3670.

1. Bletery, Q., A. Sladen, B. Delouis, M. Vallée, J.-M. Nocquet, L. Rolland and J. Jiang (2014). A detailed source model for the $M_w9.0$ Tohoku-Oki earthquake reconciling geodesy, seismology and tsunami records. *Journal of Geophysical Research : Solid Earth*, 119(10), 7636–7653.