Machine Learning in Climate Science

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Machine Learning in Climate Science

Machine Learning in Climate Science

@MachineClimate

Independent research group led by @bedartha at @uni_tue, within Cluster of Excellence @ml4science

Se unió Mart 2020
277 Siguiendo692 Seguidores
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Machine Learning in Climate Science
Machine Learning in Climate Science@MachineClimate·
In this latest paper from our group, we shows how background SST's over the Pacific modulate propagation pathways of extreme rainfall in the Asian Mosoon domain. Excellent work led by @strnad_f involving also @schloer_jakob, @ruth_geen, Niklas Boers and @bedartha
Nature Communications@NatureComms

New study by @strnad_f et al. reveals distinct extreme #rainfall propagation modes driven by the Boreal Summer Intraseasonal Oscillation in the Indo-Pacific region that could offer potential for #earlywarnings. @machineclimate nature.com/articles/s4146…

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Machine Learning in Climate Science
Machine Learning in Climate Science@MachineClimate·
News update: @schloer_jakob from our group defended his thesis on "A Data-Driven Perspective on ENSO Diversity" yesterday and has been awarded a Magna cum Laude! He has now moved on to his new job with the ECMWF in Bonn where he works on DL based S2S weather forecasts. Kudos!
Bedartha Goswami@bedartha

I feel extremely proud to announce that @schloer_jakob successfully defended his PhD thesis yesterday and graduated with a Magna cum Laude 😀 What's more, Jakob is _the_ first student I have ever graduated! Congratulations to Jakob and cheers!

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Bedartha Goswami
Bedartha Goswami@bedartha·
Really happy to have been invited for the Climate Dialogue series and am looking forward to tomorrow's interaction!
Anaajoree@anaajoree

"How can Machine learning techniques help us improve our understanding of weather and climate?" Monday Live Series on "Climate Dialogues: Way Forward'', in conversation with Dr. Bedartha Goswami. Title: Machine Learning in Climate Science Date: 20 May 2024, 7.30-8.30 PM (IST)

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Climate Change AI
Climate Change AI@ClimateChangeAI·
Can't make it to #ICLR2024? We've got you covered! We are excited to announce that our full workshop on May 11 will be livestreamed - for free! 🎉🤓 For more info on the program & the link to the livestream, check our website: climatechange.ai/events/iclr2024
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Ulrike Luxburg
Ulrike Luxburg@UlrikeLuxburg·
Our exhibition about AI in Tübingen receives the Communicator Award! Thanks to Wiebke Ratzeburg and Guido Szymanska @StadtmuseumTue and to all the students who put so much effort in conceptualizing and creating the exhibition!
DFG public | @[email protected]@dfg_public

Der #Communicatorpreis 2024 geht an: Team "Cyber and the City"🎉@ulrikeluxburg, Tim Schaffarczik & Thomas Thiemeyer @uni_tue bringen m. einer Ausstellung das Thema #KI Menschen näher. Das Konzept kann modellhaft für kontrovers diskutierte Wissenschaftsthemen sein. Glückwunsch!

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Priya L. Donti
Priya L. Donti@priyald17·
The @ClimateChangeAI Summer School is back, featuring tons of awesome content and community-building on #AI for #climate action!💃 Registration for the virtual program (Jun-Jul) is now open 📚 Applications for the in-person program (Aug in Montreal) are open until April 14 😎
Climate Change AI@ClimateChangeAI

We're excited to announce the @ClimateChangeAI Summer School 2024!☀️ Are you an #AI expert who wants to tackle #ClimateChange? Are you a #climate expert trying to use #ML in your work? Are you curious about the topic? Apply & register now! Learn more👉climatechange.ai/events/summer_…

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Bedartha Goswami
Bedartha Goswami@bedartha·
Very happy to have this chance to talk about my "unofficial CV" to people from the Tübingen science community
Mindful Science@mindfulsci_tue

We are very excited to announce our first Growing Up in Science of the summer semester with Dr. Bedartha Goswami📢 His talk will be on 📆Tuesday, March 26th at 5pm, both in person at the lecture hall in the HNO Klinik and live on Zoom. Register here: zoom.us/meeting/regist…

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Zeynep Akata
Zeynep Akata@zeynepakata·
🚀 Exciting Opportunity Alert! 🚀 🔍 Join us as a Postdoctoral Researcher (fully funded) at the Helmholtz Munich Institute for Explainable Machine Learning and TUM Chair of Interpretable and Reliable Machine Learning! @TU_Muenchen @Helmholtz_Munich @ELLISforEurope
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Science Magazine
Science Magazine@ScienceMagazine·
Deforestation of the Amazon may reach a critical point where abrupt declines in rainfall could cause widespread forest dieback, according to a new @ScienceAdvances Focus. scim.ag/4KX
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Bedartha Goswami
Bedartha Goswami@bedartha·
Excellent work from Jakobout as a preprint. ENSO events can essentially be well-explained with five fuzzy categories. The new-not-new one being the Extreme El Niño, which is an extreme EP event that's different in its dynamics
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Machine Learning in Climate Science
Machine Learning in Climate Science@MachineClimate·
Preprint alert! @schloer_jakob uses dimensionality reduction methods (PCA, VAE) with Gaussian mixture models to classify ENSO events into 5 fuzzy groups based on multiple observational datasets & it turns out that extreme EP events form their own category with distinct dynamics!
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Florian Pappenberger
Florian Pappenberger@FPappenberger·
Be part of the team - ECMWF is building a world-leading, machine learning based probabilistic weather forecasting system jobs.ecmwf.int/Job/JobDetail?…
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Machine Learning in Climate Science
Machine Learning in Climate Science@MachineClimate·
Excellent opportunity to be at the forefront of deep learning weather prediction and work with one of the best numerical weather prediction models
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Randy Chase
Randy Chase@DopplerChase·
Behold, the final copyedited version of the machine learning tutorial on neural networks is now available for you afternoon reading :) journals.ametsoc.org/view/journals/…
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@StadtmuseumTue @uni_tue @ClimateChangeAI @ml4science @TU_Muenchen @ELLISforEurope @ScienceAdvances @bedartha