Postdoc opportunity in volcano monitoring using machine learning at UNAM (Mexico)

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From: Sebastien Valade <valade@xxxxxxxxxxxxxxxxxx>


Dear colleagues,


A call for a 2-year postdoc position (1 year, renewable 1 year) is now open
at the National Autonomous University of Mexico (UNAM, Mexico City), within
the Department of Volcanology.


- Research project: â??Eruptive pattern recognition in multiparametric
satellite-based time seriesâ??

The aim of the project is to use machine learning approaches to recognize
eruptive patterns at active volcanoes worldwide, with the hope to better
forecast volcanic eruptions in an automatic fashion. The candidate will
work with multiparametric datasets consisting of SO2 gas emissions, heat
anomalies, and ground deformation, collected and processed by the volcano
monitoring platforms MOUNTS (https://urldefense.com/v3/__http://www.mounts-project.com__;!!IKRxdwAv5BmarQ!cDXwEMxyQriOSeozGToyxsJeGO-FqmJUSPCfoSVDN5zDoJHpnIxMuEbm2aemtcqQFuAtD2tZrrjB8coo$ 
<https://urldefense.com/v3/__http://www.mounts-project.com__;!!IKRxdwAv5BmarQ!bHrZWiUr9GKQebhluU0DJ-oUcUnanAaw_0pI3y9lLorVXYse7OdXz-AQkIzksTk1VH8umR7CA8CgJtpmgWbwobc$>)
and MIROVA (https://urldefense.com/v3/__http://www.mirovaweb.it__;!!IKRxdwAv5BmarQ!cDXwEMxyQriOSeozGToyxsJeGO-FqmJUSPCfoSVDN5zDoJHpnIxMuEbm2aemtcqQFuAtD2tZrseQqJF3$ 
<https://urldefense.com/v3/__http://www.mirovaweb.it__;!!IKRxdwAv5BmarQ!bHrZWiUr9GKQebhluU0DJ-oUcUnanAaw_0pI3y9lLorVXYse7OdXz-AQkIzksTk1VH8umR7CA8CgJtpmuXjg-tw$>).
The successful candidate is expected to have experience in programming,
with particular focus on implementation of machine or deep-learning
workflows. Knowledge of volcanic eruptive processes is an advantage.


- Host institution: Department of Volcanology in the Institute of
Geophysics of UNAM (Mexico City) https://urldefense.com/v3/__https://www.geofisica.unam.mx/vulcanologia/__;!!IKRxdwAv5BmarQ!cDXwEMxyQriOSeozGToyxsJeGO-FqmJUSPCfoSVDN5zDoJHpnIxMuEbm2aemtcqQFuAtD2tZroGyER2t$ 
<https://urldefense.com/v3/__https://www.geofisica.unam.mx/vulcanologia/__;!!IKRxdwAv5BmarQ!bHrZWiUr9GKQebhluU0DJ-oUcUnanAaw_0pI3y9lLorVXYse7OdXz-AQkIzksTk1VH8umR7CA8CgJtpmg5LZen8$>


- Advisors: main advisor Sébastien Valade (UNAM, Mexico), co-advisor Diego
Coppola (UNITO, Italy)


- Duration: 1 year, renewable 1 year


- Gross monthly salary:  $32,000.00 MXN


- Eligibility: PhD related to research topic, obtained within the five
years prior to the start date of the postdoctoral stay. Additional details:
https://urldefense.com/v3/__https://dgapa.unam.mx/images/posdoc/2024_posdoc_convocatoria.pdf__;!!IKRxdwAv5BmarQ!cDXwEMxyQriOSeozGToyxsJeGO-FqmJUSPCfoSVDN5zDoJHpnIxMuEbm2aemtcqQFuAtD2tZrtEdCkU9$ 
<https://urldefense.com/v3/__https://dgapa.unam.mx/images/posdoc/2024_posdoc_convocatoria.pdf__;!!IKRxdwAv5BmarQ!bHrZWiUr9GKQebhluU0DJ-oUcUnanAaw_0pI3y9lLorVXYse7OdXz-AQkIzksTk1VH8umR7CA8CgJtpm8TCQEdY$>



- Application documentation (for first selection phase): Curriculum +
Letter of Motivation


- Application Deadlines:

1. First selection phase:

- 18 January 2024: deadline to send application (Curriculum + Letter of
Motivation)

- 20-21 January 2024: interview with candidate

- 22 January 2024: announcement of first selection phase result

2. Second selection phase (for successful candidate):

- 22-26 January 2024: preparation of administrative documentation for
candidature (in spanish, in collaboration with the advisor)

- 19 April 2024: results announced

3. Sart of postdoc: 1 September 2024


For additional information please contact Sébastien Valade (
valade@xxxxxxxxxxxxxxxxxx).


Application documentation should be submitted to Sébastien Valade (
valade@xxxxxxxxxxxxxxxxxx) and Mónica Salgado (lizbeth@xxxxxxxxxxxxxxxxxx).



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End of Volcano Digest - 14 Dec 2023 to 16 Dec 2023 (#2023-120)
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