Redouane Lguensat
@redouanelg
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Moved to 🦋 PhD, RE @Ipsl_outreach/@ird_fr, machine learning for climate. Views are my own 🇲🇦🇫🇷. @MoroccoAI co-founder
Paris, France
Joined August 2013
Our ERL review on Machine Learning for ocean science is online 🌊 https://t.co/OCYHe2fHjT
@IOPenvironment ☑️ Short tutorial on ML ☑️ History of ML apps in ocean science (older than you think 😉) ☑️ Promising research paths we think would advance this interdisciplinary field
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The challenges are real: low in-situ observation coverage, data quality vary a lot, access to GPUs is not easy and expensive. We kickstarted some projects so hopefully I will share some positive results in the upcoming months !
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Back to Paris after a 2 months research visit at the LPAOSF lab of @esp_dakar in Sénégal 🇸🇳. Amazing country and people, I can't describe it in a tweet It was a pleasure to collaborate and discuss the potential projects of using deep learning for climate and weather.
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Formation pratique sur l’IA avec les réseaux de Neurones animée ce jeudi 24 octobre 2024 à l’ANACIM par Dr. Redouane Lguensat, Ingénieur de recherche à #IRD en faveur des chercheurs et aux prévisionnistes de #meteosenegal.
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This was one of my happiest days, what an inspiring person! congrats on the Nobel prize @demishassabis 🤩
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🚨 Job alert 🚨 With Romain Millan we are advertising a 2-year fully funded postdoc position to work at @IGE_Grenoble - @UGrenobleAlpes on physics-informed machine learning modelling of glaciers. Details and application here: https://t.co/pK7efGeYop
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🚨 Want to join us? - We offer 5 postdoc positions in European projects in València - ML/DL, #Earth science, #hybrid modelling, #climate model #parametrization, #UQ, #diffusion & #foundation models - Apply by Aug 1st 2024: https://t.co/hnAtT8q4L7 Happy summer! 🌊🌞🥘⚽️
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📢🎤 @JimSkeaIPCC : where are we with climate change? Watch the ITW ⤵️ https://t.co/UjFB0OzbWV
@IPCC_CH @RobertVautard @valmasdel
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Next week I'll be presenting @ODINN_org at #JuliaCon 2024 in Eindhoven (NL), as part of the Minisymposium on Julia for Earth and Climate sciences. I'll talk about how to leverage the @SciML_Org ecosystem for large geoscientific models, while reusing key Python packages.
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The WeatherBench2 paper has been published in JAMES! https://t.co/xubQbVV9Eb Big congrats to @raspstephan, who did all the heavy lifting on this project.
agupubs.onlinelibrary.wiley.com
WeatherBench 2 is a framework for evaluating and comparing data-driven and traditional numerical weather forecasting models It provides an evaluation framework, publicly available data sets and a...
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📣 Looking for a postdoc to work with me on GenAI for statistical downscaling 🌍 Three yrs position at LSCE/@IPSL_outreach (potentially renewable once), apply here https://t.co/7fdz0ZLfD6 and/or share around you 📣 Position funded by TRACCS-PC10. Pls DM me for questions
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Finally finished a new review paper: "Machine learning for climate physics and simulations" @turbulentjet We highlight the distinct yet complementary goals of ML: accelerating simulations vs learning physics. Share with us your favorite ML4climate papers! https://t.co/XrM9dBT4rM
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And finally, also at the same time today 16:15-18:00, you can visit the great poster program of the "Machine Learning for Ocean Science" session X5.236-262 @aida_alvera @rachelafurner @redouanelg
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AI-generated sad girl with piano performs the text of the MIT License
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For the moment I am aware of two excellent deployed products: * ChatECMWF, a result of the @ECMWFCode4Earth
https://t.co/K44lL2uVk2 * ClimateQ&A https://t.co/wUa8C86LJC a RAG on the IPCC reports by @ekimetrics
climateqa.com
AI-powered conversational assistant grounded on climate and nature science
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I got recently interested in LLM-based apps, I am currently developing a RAG based Question Answering system for our lab, and exploring how these advances can help the climate community. FYI I will be at #EGU24 presenting a poster on the subject, please pass by to chat
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Experimenting with the new version of HuggingFace assistants (+web access), what are the sources you use usually when you search for information about climate datasets? I added for the moment, https://t.co/yeFmr2GAAd and the FAQ of ESGF Try it here https://t.co/aDvuDnC9J5
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Scientists in France have strongly criticized cuts to this year’s research and higher-education budgets – part of a wider €10-billion reduction in public spending
nature.com
Nature - A €10-billion reduction in public spending in response to a revised economic forecast includes cuts to higher-education and research budgets.
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Presentations by my co-authors present at #OSM24, please check them if you are attending in New Orleans 🪸🌊
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📢Apply for the training school | Attributing #Impacts of #ClimateChange (I2C): Challenges, Methods and Perspectives 🔎#attribution #extremeweather events #impacts & #MachineLearning 📅May 26-31, 2024 📍Les Plantiers🇫🇷 Programme & application👉 https://t.co/Gy0CF1fIUZ
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