ML, geophysics and python applied to cross-hazard forecasting
Christchurch, New Zealand
Joined February 2012
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New paper! We use ML on seismic data to forecast eruptions at Steamboat Geyser, Yellowstone. A step toward anticipating hydrothermal blasts—like the July 2024 Biscuit Basin event—and managing risks in geothermal fields worldwide.
doi.org/10.1029/2024JH000569
#geothermal #AI #Geysers
🚨🌋 Excited to share this interview with @NatureComms editor Sebastian Mueller, where we talk about our latest work on forecasting volcanic eruptions using transfer learning.
🎙️ Interview: youtube.com/watch?v=5NFC2rC2…
📄 Paper: nature.com/articles/s41467-0…
Alberto Ardid retweeted
@AlbertoArdid and colleagues present new work in which they use transfer machine learning methods that help forecasting volcanic eruptions, also at less monitored volcanoes.
nature.com/articles/s41467-0…
Alberto Ardid retweeted
Graduado del @Dgf_uchile, Alberto Ardid (@AlbertoArdid), recibió Premio de Geofísica de Nueva Zelanda por sus contribuciones a la disciplina📌Accede a la noticia en: uchile.cl/ig225681
Our new AI forecast model uses data from 24 volcanoes, showing seismic patterns at well-monitored sites can help predict eruptions at data-scarce ones—potentially lowering risk mitigation costs. Open-access tools: doi.org/10.1038/s41467-025-5… @DavidEDempsey @scronin70 @CoCaudron
Alberto Ardid retweeted
Un equipo internacional liderado por el geofísico chileno Dr. Alberto Ardid desarrolló un sistema de IA para predecir incendios forestales en tiempo real, mejorando un 47% la precisión respecto a métodos tradicionales. Aún en pruebas para adaptarse a distintos entornos @latercera
🚨🔥New AI-powered wildfire forecasting tool! doi.org/10.1071/WF24113
The model analyses weather data every 30 mins predicting wildfire potential days in advance—47% more accurate than current methods, offering new alternatives to manage fires🚒🌲 Exciting milestone for our group
#AGU24 next week! I'll be sharing our latest research in forecasting natural hazards using time series and ML :
🔹 Forecasting Volcanic Eruptions (talk)
📅 Wed, 11 Dec | 9:20 AM EST
🔹 Forecasting Wildfires (talk)
📅 Thu, 12 Dec | 4:40 PM EST
#timeseries #ML #PredictiveAI
Alberto Ardid retweeted
hot off the press (just finished teaching)...here are the notes from my part of a 2nd-year course 'engineering-centric machine learning'.... was pretty interesting to develop & teach for me. Goal was to look at intersection of ML and traditional eng. github.com/omaclaren/open-le…
Alberto Ardid retweeted
🚨 Curious about detecting and analyzing unusual seismic events like this? 🌍🔍 Join our PhD program @GeoUnipd!
⏳ Deadline: 21 November 2024
🔗 More info: sites.google.com/view/piero-…
#Seismology #PhD #ResearchOpportunity #ClimateScience
The Earth recently generated this very weird monochromatic signal which you would not find in regular catalogs. More of these events can be found in our recent paper
pubs.geoscienceworld.org/ssa…
Alberto Ardid retweeted
Around one year ago with automatic global analysis of seismological data we identified this enigmatic signal. Now we solved the mystery science.org/doi/10.1126/scie…
The Earth recently generated this very weird monochromatic signal which you would not find in regular catalogs. More of these events can be found in our recent paper
pubs.geoscienceworld.org/ssa…
Alberto Ardid retweeted
If you've been hearing about this story about a mysterious seismic signal on the news and want to know more, this video by the authors is a great explainer!
youtube.com/watch?v=60T9TKuu…
A mysterious, unidentifiable seismic signal, a first-of-a-kind giant Greenland landslide, a 200m high tsunami, and a 9-day-long seiche explained by #HPC models.
It has been a tremendous honor (and - lots of fun) to be a tiny part of this collaboration published in Science today.
🌋🔬 Science spotlight on @T13! Our research on AI-powered Generalized Volcano Eruption Forecasting featured:
youtu.be/R2VpB5QwGHY?si=YaeS…
Watch to see how machine learning is revolutionizing volcanic predictions! 🌋
@DavidEDempsey
@scronin70
@CoCaudron
@UCNZ
@leocabrera_c
@sruizt
Alberto Ardid retweeted
A new #SRL paper explores the question of precursory activity before a volcanic eruption. A team led by @AlbertoArdid @UCNZ uses template matching against prior eruptions to find statically significant precursors for 4 active volcanoes.
buff.ly/3L6SOzh
Alberto Ardid retweeted
Investigador del @Dgf_uchile y @PRSismico crea nuevo sistema para pronosticar erupciones volcánicas a partir de inteligencia artificial y datos sísmicos📌Accede a la noticia completa en: uchile.cl/ig217686
Alberto Ardid retweeted
Chile and its large earthquakes. If anyone interested, here you have a plain/easy language article that summarizes seismicity in Chile and the work we do at CSN, thanks for sharing @RoyalScotGeoSoc
Alberto Ardid retweeted
New article in FRONTIERS IN EARTH SCIENCE! (frontiersin.org/.../feart.20…). Exciting research led by Pablo Saunders-Shultz and co-authored by Taryn Lopez, Hannah Dietterich, and myself. This article presents HotLINK: the Hotspot Learning and Identification Network @UAFGI @alaska_avo
Alberto Ardid retweeted
Se viene. Hoy mismo. El podcast que no sabían que necesitaban, con @cfariasvega
Alberto Ardid retweeted
Buscamos voluntari@s para que pongan un instrumento en su casa en la Región Metropolitana. forms.gle/1WEZULZhJV4pXbvy8
