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Happy that this great downscaling overview paper is out: Enhancing Regional Climate Downscaling through Advances in Machine Learning doi.org/10.1175/AIES-D… Honored to be part of this work led by @neeleshunleashd
🇬🇧We have a #joboffer for a #postdoc within the new #AI4PEX working with earth system models. 📅Apply by May 10: bgc-jena.mpg.de/en/career/05-2… 🇩🇪#Stellenangebot für einen PostDoc innerhalb des AI4PEX Projects. Bewerbungen bis 10.5.: bgc-jena.mpg.de/karriere/05-20… @Reichstein_BGC
On my way to #EGU24 - text me if you are also attending 😊
Check out our #cvpr paper "Bridging Remote Sensors with Multisensor Geospatial Foundation Models" 🌍 . We introduce a multisensor geospatial foundation model that integrates four sensor modalities using cross sensor pretraining 🔍 Paper: lnkd.in/g3p-HDwc #foundationmodel
Skeptical looks but inspiring conversation on AI for early warning. Great to be back in Leipzig! 😊
Skeptical looks but inspiring conversation on AI for early warning. Great to be back in Leipzig! 😊
Happy to have contributed a bit on the ML side in this work on predicting tree wood density - which is useful to derive biomass from satellite-derived volumetric estimates (mass = volume * density) 🌲🌳🌴
Happy to have contributed a bit on the ML side in this work on predicting tree wood density - which is useful to derive biomass from satellite-derived volumetric estimates (mass = volume * density) 🌲🌳🌴
Join the Unibund at @buchmesse Leipzig on "#Al for Resilience and Early Warning in Climate Change" at Forum Unibund (Hall 2) on March 21, 3-4 PM📚 Speakers: @vitusbenson, @KarenDall89, Joachim Denzler (@CvJena), @Reichstein_BGC & @OLichius 🙌🏻 Link ➡️ ellis-jena.eu/leipzig-book-f…
Photographs taken in the right place at the right time, intentionally or by chance - a thread 🧵 1. Wilma Hurskainen
last week i went to a church that should be underwater 1/
Discussion open for comments: Technical Note: The Divide and Measure Nonconformity doi.org/10.5194/hess-2…
🇬🇧 #joboffer for a Research Software Engineer in the @Ellis_Unit_Jena within the context of @EarthNetTeam. Apply by March 31: bgc-jena.mpg.de/en/career/04-2… 🇩🇪 #Stellenangebot für eine*n Forschungssoftwareingenieur*in in der @Ellis_Unit_Jena. Bewerbung bis 31.3.: bgc-jena.mpg.de/karriere/04-20…
👩🏻💻👨🏻💻 #JobOpportunity: @MPI_BGC is hiring a Research Software Engineer (ML) in Jena Apply by March 31 🚀 and join the ELLIS Jena team🙌🏻 More info: mpg.de/21614793/resea… @vitusbenson @ClaireRobin01
Go check out this fantastic work by Sam! Multi-task learning for improved biosphere flux mapping 🔝🌳
Go check out this fantastic work by Sam! Multi-task learning for improved biosphere flux mapping 🔝🌳
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
📢 Final #CFP! Submit your research to the #AI4DifferentialEquations in Science Workshop @ #ICLR by Feb 10th! Excited to announce our partnership with @Algorithms_MDPI for a special issue featuring selected papers from our workshop. Stay tuned at ai4diffeqtnsinsci.github.io
Arlette Huckstadt @ArletteHuc34079
87 Followers 5K Following
Styffou @styffou96870
0 Followers 60 Following
Saurabh Rathore @Saurabh_climate
392 Followers 730 Following Assistant Professor, IIT Delhi, Physical Oceanographer & Climate Scientist. Ocean Warming and Terrestrial Precipitation. Contributing Author in #IPCC #SROCC2019
Davide Mauro Ferrario @FerrarioDavide
159 Followers 304 Following PhD candidate on Artificial Intelligence for climate multi-risk 🌊🌪️☀️🔥 @iusspavia @cafoscari @cmccclimate
Philine Bommer @BommerPhiline
147 Followers 220 Following Physicist gone Data Scientist. Ph.D student at ML group @TUBerlin in the field of Explainability (XAI). If not busy with research, busy with sports/climbing
Tim Busker @TimBusker
285 Followers 249 Following Drought & flood forecasting - early warning - early/anticipatory action. PhD researcher @VU_IVM Dept. Water and Climate Risk in @D2E_Project and @RESILIONL
Isabella 🇺🇸 @nailkaradak
104 Followers 344 Following In order to carry a positive action we must develop here a positive vision.
Sebastian Lerch @lerch_sn
273 Followers 167 Following Young investigator group leader at @KITKarlsruhe, interested in probabilistic forecasting, statistics, machine learning and interdisciplinary applications
Professor Sharon Robi.. @Antarcticmoss
4K Followers 5K Following @UOW @uowresearch @UOWGC @saef_arc #Antarctic @UOW_CSES @GlobalChangeBio @HomewardBound16 https://t.co/F5480YdY6v Dharawal Country Views her own
Narayan (नारा.. @Narayan_ECN
876 Followers 5K Following Ph.D. Student @CoastalUD @UDelaware | 🌊| 🇮🇳 |Research|SDG 13,15,11| @JnvGaya @NITAgartalaoffi @CentraleNantes @WesternDredging @asbpa Sand , wave & water
iC3 Centre for ice, C.. @iC3_COE
850 Followers 4K Following Polar research centre producing ground-breaking insights into how the links between ice sheets, carbon cycles and ocean ecosystems are impacting life on earth.
Simon Driscoll @SimonDriscoll_
2K Followers 5K Following Machine learning, AI forecasts, sea ice, volcanoes, climate. DPhil Physics @UniofOxford. Now SASIP (@SchmidtFutures @UniofReading @Unibo) Member @ArcticBasecamp
Juan Nathaniel @juannat7
49 Followers 56 Following PhD @Columbia | Previously @IBMResearch, @NUSingapore
Charlotte Pelletier @CharlottePlltr
685 Followers 535 Following Ass. Professor in computer science and data science at @UBS_universite 👩💻 Researcher in time series analysis with applications to Earth observations 🌍🛰️
Yongquan Qu @YongquanQu2340
106 Followers 276 Following @ml4esmworkshop PhD Candidate @Columbia University. Graduate research assistant @LEAPstc. Atmosphere, Math and Machine Learning
Alexander Brenning @geobrenning
325 Followers 163 Following Professor of Geographic Information Science @UniJena geographic data science | Earth surface processes | geospatial analysis | machine learning | geostatistics
Dr. Jakob Zscheischle.. @ZscheischlerJak
2K Followers 2K Following Climate scientist @ufz_de & Prof @tudresden_de, interested in #extremes, #carboncycle #ML @compound_Event
Hao Li @HaoLi_2025
200 Followers 2K Following I am a PhD candidate at Ghent University, Belgium. Now I am seeking a postdoctoral position in climate-related research.
Ghjulia Sialelli @SialelliG
101 Followers 241 Following PhD student @ETH_AI_Center working on AI & Sustainability • @SSC_ETHZ • she/her
Phyllis Tosh @to_phyl
38 Followers 5K Following
Melissa Kmetz @km_melis
38 Followers 5K Following
Harold_Mueller @HaroldMueller5
30 Followers 1K Following
Valérie Z @val__zer
121 Followers 669 Following PhD student at EPFL ECEO lab, remote sensing & neural networks
Yi Yu @yy_nash13
78 Followers 245 Following PhD Student at @ANUFennerSchool and @CSIRO | Earth observation 🌏 | Remote sensing 🛰️ | Ecohydrology | Geostatistics
Hewan Shrestha @hewanshrestha
86 Followers 510 Following MSc. Visual Computing | Research Assistant @ I2SC | Societal Computing | Saarland University
Manmeet Singh @manmeet3591
591 Followers 4K Following Climate data scientist | GeoAI | Scientist @iitmpune | PhD @iitbombay | Ex - @FulbrightSchlrs @UTAustin @TIETofficial |
kike @remotekike
123 Followers 620 Following Physicist. PhD Student at @isp_uv_es, University of Valencia. Interested in remote sensing, climate and machine learning 🌍
Valerio Marsocci @valeriomarsocci
234 Followers 323 Following postdoc at @KULeuvenGent, using #SelfSupervisedLearning for #RemoteSensing. Previously postdoc at @LeCnam; and PhD in #DataScience at @SapienzaRoma
Glenn Moncrieff @Glennwithtwons
927 Followers 2K Following Mapping and monitoring of biodiversity 🛰️🌍🇿🇦 Spatial data scientist @nature_org. Climbing, waves and trails ⛰️ 🌊 Views are my own
Sam Upton @SamUpton_
31 Followers 89 Following
Abdelhak El Mansour @AbdelhakElm
200 Followers 1K Following PhD student at @UM6P_officiel. Interested in waste rock characterization and #hyperspectral imaging analysis.
Dr. ZHANG Qianqian @CaesarZhuang
390 Followers 3K Following An Early Stage Researcher of High Performance Sensing & Knowledge Discovery 4 Earth Observations
Sylvain Lobry @SylvainLobry
273 Followers 249 Following Maître de conférences @Univ_Paris working on #MachineLearning and #SignalProcessing 💻🖼️ for #EarthObservation and #RemoteSensing 🛰🌎
Tim Gattinger @GattingerTim
593 Followers 2K Following Interests in AI with focus on remote sensing. Works as engineer in a project monitoring forests with remote sensing and AI In Schleswig-Holstein (Germany).
Karen Dall @KarenDall89
82 Followers 156 Following #AnticipatoryAction #EarlyWarningEarlyAction #RedCrossRedCrescent my tweets, my views
Benjamin Kellenberger @b_kellenb
241 Followers 240 Following Postdoctoral researcher on machine learning & Earth observation for ecology at Jetz lab, BGC, Yale University.
Anticipation Hub @AnticipationHub
4K Followers 2K Following Your one-stop shop for knowledge and exchange on #AnticipatoryAction Come and join our community! Tweets by the Anticipation Hub team.
Clemens Mosig @ClemensMosig
38 Followers 117 Following
Zavud Baghirov @zavud
18 Followers 54 Following PhD candidate at Max Planck Institute for Biogeochemistry (@MPI_BGC) studying Climate & Earth sciences using artificial intelligence and hybrid modelling.
Marija Blagojevic @blgjvcmrj
2 Followers 28 Following
Ifekristi Ogunwobi @ifeogunwobi
209 Followers 1K Following Graduate Student | Cropping System | Crop Phenotyping
羊驼练习生 @mathphysicsquit
47 Followers 4K Following
Ankur Desai @profdesai
4K Followers 1K Following Professor and Chair @UW_AOS . Meteorology, Ecology, Climate Sci (Biosphere-Atmos) Parent to 3 kid chaos. Editor, @JGRBiogeo. @[email protected]
Konstantin Klemmer @kklmmr
3K Followers 3K Following Researcher in Geospatial Machine Learning, Computational Sustainability & Urban Informatics // Postdoc @MSFTResearch // Core team @ClimateChangeAI
Land & Carbon Lab @landcarbonlab
2K Followers 1K Following Land & Carbon Lab offers data, insights, and partnerships towards addressing the global #LandSqueeze ➡️🌍⬅️ Led by @WorldResources & @BezosEarthFund
Francesco Pinto @FraPintoML
34 Followers 136 Following Francesco Pinto, University of Oxford, PhD student TVG. Trustworthy and Privacy-Preserving ML Email: [email protected]
Michael Hagenlocher @MHagenlocher
385 Followers 467 Following Senior researcher @UNUEHS (#climate, #risks, #adaptation). tweets my own
Davide Mauro Ferrario @FerrarioDavide
159 Followers 304 Following PhD candidate on Artificial Intelligence for climate multi-risk 🌊🌪️☀️🔥 @iusspavia @cafoscari @cmccclimate
Júlia Crespin Esteve @jcreest
319 Followers 646 Following Physical Oceanography PhD student at @DeptDto @UniBarcelona , @WCRPCMIP Fresh Eyes on CMIP | Oceanographer & Climate Change Scientist 🌊🌏💻
Silvia De Angeli @Silvia_DeAngeli
423 Followers 464 Following she\her ~ Assistant professor @UniGenova ~ Environmental Eng. ~ @NH_EGU ECS Rep ~ Singer ~ #disasterrisk #floodrisk #multihazard #multirisk #watermanagement
Pedram Ghamisi @GhamisiPedram
283 Followers 107 Following Group Leader and Professor; Helmholtz and Lancaster University; SciFi and TV series addict.
Dr. Marleen de Ruiter @Marleen_Ruiter
2K Followers 1K Following Assistant Professor multi-risk @VU_IVM Amsterdam | coordinator @Myriad_EU and @kan_risk EWS working group | Associate Editor @EarthsFutureEiC | @UBCires alumnus
Tim Busker @TimBusker
285 Followers 249 Following Drought & flood forecasting - early warning - early/anticipatory action. PhD researcher @VU_IVM Dept. Water and Climate Risk in @D2E_Project and @RESILIONL
Philine Bommer @BommerPhiline
147 Followers 220 Following Physicist gone Data Scientist. Ph.D student at ML group @TUBerlin in the field of Explainability (XAI). If not busy with research, busy with sports/climbing
Simon Driscoll @SimonDriscoll_
2K Followers 5K Following Machine learning, AI forecasts, sea ice, volcanoes, climate. DPhil Physics @UniofOxford. Now SASIP (@SchmidtFutures @UniofReading @Unibo) Member @ArcticBasecamp
Juan Nathaniel @juannat7
49 Followers 56 Following PhD @Columbia | Previously @IBMResearch, @NUSingapore
Charlotte Pelletier @CharlottePlltr
685 Followers 535 Following Ass. Professor in computer science and data science at @UBS_universite 👩💻 Researcher in time series analysis with applications to Earth observations 🌍🛰️
Yongquan Qu @YongquanQu2340
106 Followers 276 Following @ml4esmworkshop PhD Candidate @Columbia University. Graduate research assistant @LEAPstc. Atmosphere, Math and Machine Learning
Kamyar Azizzadeneshel.. @Azizzadenesheli
3K Followers 1K Following #Sr Scientist @nvidia, exp-prof at @Purdue #MachineLearning, #ArtificialIntelligence #NeuralOperator #AI+#Science
Alexander Brenning @geobrenning
325 Followers 163 Following Professor of Geographic Information Science @UniJena geographic data science | Earth surface processes | geospatial analysis | machine learning | geostatistics
Dr. Jakob Zscheischle.. @ZscheischlerJak
2K Followers 2K Following Climate scientist @ufz_de & Prof @tudresden_de, interested in #extremes, #carboncycle #ML @compound_Event
Leipziger Institut f�.. @meteoleipzig
67 Followers 33 Following Offizieller Kanal des Leipziger Instituts für Meteorologie @UniLeipzig. Alles von unseren Wissenschaftler:innen aus Klimaforschung und Meteorologie. #LIM
Ghjulia Sialelli @SialelliG
101 Followers 241 Following PhD student @ETH_AI_Center working on AI & Sustainability • @SSC_ETHZ • she/her
François Fleuret @francoisfleuret
31K Followers 456 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.
EarthVision @EarthVisionWS
2K Followers 26 Following The EarthVision workshop aims at fostering collaboration between the computer vision and Earth Observation communities.
Valerio Marsocci @valeriomarsocci
234 Followers 323 Following postdoc at @KULeuvenGent, using #SelfSupervisedLearning for #RemoteSensing. Previously postdoc at @LeCnam; and PhD in #DataScience at @SapienzaRoma
Andrew Zimmer @zimmermaps
215 Followers 390 Following Human-Environment Geographer 🌎 | Research Scientist @MontanaState
Zhihan Gao @Zhihan_Gao
18 Followers 34 Following PhD student, Computer Science and Engineering (CSE), The Hong Kong University of Science and Technology (HKUST)
Ricardo Vinuesa @ricardovinuesa
5K Followers 2K Following Associate Professor @KTHuniversity, @ERC_Research, ViceDirector #KTH #Digitalization @academia_joven #FluidDynamics #ML #Control 🎥https://t.co/nrNbyyZbpj
Yuming Jin @yumingjin0521
100 Followers 207 Following 🌍ASP Postdoc @NCAR_Science; Ph.D. @Scripps_Ocean; CO2 and O2; Global Climate Change
yonatan @zozuar
39K Followers 152 Following
Sam Upton @SamUpton_
31 Followers 89 Following
Gabriel Tseng @gabriel_tseng
412 Followers 880 Following Graduate student at @mcgillu & @Mila_Quebec, working on ML for agriculture with @HarvestProgram
Jack Parker-Holder @jparkerholder
2K Followers 652 Following Research Scientist @GoogleDeepMind & Honorary Lecturer @UCL_DARK interested in generating worlds from internet data. Views are my own :)
Aisha Alaagib @AishaAlaagib
668 Followers 1K Following ML researcher. Alumna: @AIMS_Next, @vectorinstitute, https://t.co/jBY6Y74H5o, @Mila_Quebec. ML communities: @DeepIndaba, @black_in_ai. Co-organizer @WiMLDSKhartoum
Tomas Pueyo @tomaspueyo
336K Followers 548 Following Understand deeply how the world works today to navigate the world of tomorrow. Join 80k ppl in my free newsletter:
AI4Science Talks @AI4scienceTalks
309 Followers 26 Following Keeping you informed of the latest research advances in AI/ML for Science and Simulations
Andrii Zadaianchuk �.. @ZadaianchukML
333 Followers 283 Following Postdoc @UvA_Amsterdam ex. PhD in @ETH Zürich and @MPI_IS, intern in @AmazonScience. Structured/causal representation learning for and by autonomous agents.
Karsten Roth @confusezius
799 Followers 375 Following Generalization, Continual Learning, Multimodality @ELLISforEurope 🇪🇺 Prev. @MetaAI 🇲🇫 @awscloud 🇩🇪 @VectorInst 🇨🇦 @Mila_Quebec 🇨🇦
Benjamin Kellenberger @b_kellenb
241 Followers 240 Following Postdoctoral researcher on machine learning & Earth observation for ecology at Jetz lab, BGC, Yale University.
Amartya Sanyal @AmartyaSanyal
2K Followers 1K Following Incoming Assistant Professor @DIKU_Institut @UCPH_Research, Now Postdoc @MPI_IS ex @ETH_ AI Center @CompSciOxford, @StHughsCollege, @turinginst, @cseatiitk
Marija Blagojevic @blgjvcmrj
2 Followers 28 Following
Christian Igel @christian_igel
377 Followers 63 Following Doing Machine Learning at @DIKU_Institut @[email protected]
Mahkameh Maggie Zarek.. @Mahkamehzare
346 Followers 672 Following Research Scientist @Amazon Previously @JupiterIntel and @PSUEarth. Views are my own. Interested in where data science meets climate change and decision making
Prof. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.
Thank you @Reichstein_BGC and all @MPI_BGC for the lovely farewell! These were incredibly rich years in so many aspects, science and otherwise. I look forward to continuing working together, a few kms away @UniLeipzig 😊
Today we say good-bye to @Ana__Bastos at BGI at @MPI_BGC ! Thanks for all your exceptional contributions in and around science, and all the best for your journey at @UniLeipzig ! Looking forward to stay connected via the nice emerging collaborations!
New article: Technical note: Flagging inconsistencies in flux tower data doi.org/10.5194/bg-21-…
Today we say good-bye to @Ana__Bastos at BGI at @MPI_BGC ! Thanks for all your exceptional contributions in and around science, and all the best for your journey at @UniLeipzig ! Looking forward to stay connected via the nice emerging collaborations!
Very nice empirical work by @FraPintoML @yaxi_hu @AmartyaSanyal while they were in our group: a simple method that leverages public unlabeled data well to make semi-private learning more effective in practice
1/n 🧵Happy to be presenting our recent work on Semi-Private Learning at @satml_conf in #Toronto @UofT with @yaxi_hu @AmartyaSanyal @FannyYangETH. Work done at @ETH_AI_Center @MPI_IS 📜Paper: openreview.net/forum?id=Ps1IH… 🧑💻Code: github.com/FrancescoPinto…
Happy to share some experience and discuss this important issue with more people💬🙋🙋♀️ If you’re interested, please register!
Swift GHG reduction🆘& ecosystem protection are vital🌏. NbCS use photosynthesis🌻to mitigate GHG, preserve biodiversity. Let's explore how eddy covariance & flux data aid in GHG studies 🙌. #GHG reduction #ecosystem management Register: rb.gy/b1pw3g @FutureEarth
After 10 years of (on-and-off) work, the pre-print is finally available: 👉CN-model: A dynamic model for the coupled carbon and nitrogen cycles in terrestrial ecosystems👈 doi.org/10.1101/2024.0…
Glad to see yet another paper challenging the belief that self-attention is necessary for performance and trustworthiness. The community simply invested more efforts in getting them to work well. Check out our ECCV 2022 paper on CNNs vs Transformers too: arxiv.org/abs/2207.11347
one of the most important things I know about deep learning I learned from this paper: "Pretraining Without Attention" this what I found so surprising: these people developed an architecture very different from Transformers called BiGS, spent months and months optimizing it and…
So happy that my study was selected as a highlight paper and is now published in #Biogeosciences. Ever wondered about strong patterns of negative latent heat fluxes in your Eddy Covariance data? Learn more about the mechanisms of soil vapor uptake in my paper 💧
New paper from our group in Biogeosciences (@EGU_BioGeo)! Water uptake by soils during dry conditions in semi-arid ecosystems (adsorption) can be measured with Eddy Covariance. We confirm this with co-located lysimeters.. Read more: tinyurl.com/4k82uwpc
Can we...just accept that we suck at this? I want to tell you a story that has made me kinda hopeless about Twitter's ability to affect positive things happening, and it starts with this tweet from Hillary Clinton. x.com/hillaryclinton…
What's at stake for our climate in this November's elections? Absolutely everything. carbonbrief.org/analysis-trump…
In the latest issue of LICHTGEDANKEN research magazine of @UniJena, it‘s all about how #AI changes our lives🤖 Read the article “Combating the climate crisis with AI” ➡️ shorturl.at/botuB @Reichstein_BGC @ELLISforEurope Stay tuned for more featured articles 🙌🏻
Deadline to apply for this PhD position is coming up in a bit over two weeks! Apply if you want to work on theoretical and/or applied topics on trustworthy ML with an amazing couple of researchers and yours truly. Email me for any questions :)
The call for this position is now public. This will be jointly supervised with Prof. Amir Yehudayoff at @DIKU_Institut , Prof. Varun Kanade @CompSciOxford (including a stay in Oxford for 3-6 months), and myself. candidate.hr-manager.net/ApplicationIni… RTs appreciated
Certainly, I have been very lucky for having the opportunity to meet and work with the best group of people during these years in one of the most beautiful @FLUXNET_Coop sites! Thanks @MPI_BGC, @BGC_FieldEx and @CeamFundacion and many others!
This month the #MANIP experiment @MPI_BGC @Reichstein_BGC @sclee_micromet @BAIEbgi @CeamFundacion @Monra_net @operezpriego @SpecLab_CSIC celebrates its 10th birthday. We were here for maintenance at the peak of the growing season. Here some impressions:
We had a look at the newest ~snake oil~ (pardon my French, can't help the vitriol) map of a supposedly global, thrilling, AI driven nanometer tree height map by @Meta and @WorldResources. This is what we found, a short thread:
Jetzt diesen banger auf dauerschleife und putzen
This month the #MANIP experiment @MPI_BGC @Reichstein_BGC @sclee_micromet @BAIEbgi @CeamFundacion @Monra_net @operezpriego @SpecLab_CSIC celebrates its 10th birthday. We were here for maintenance at the peak of the growing season. Here some impressions:
We kicked off the #HPC #Workshop at KTH Royal Institute of Technology!! Delighted to have Jordi Muela from the Barcelona #Supercomputing #Center as our first #Keynote speaker! Many more #sucess stories to come today! Organized by the #KTH #Digitalization #Platform
Another great week at EGU! Great to catch up with so many friends and hear about so much exciting new science, nice to start with a swim and end with a long run too!🤓🇦🇹🎂🏃♀️
Penzai visualization support for NNX coming soon! JAX ecosystem is going to start looking amazing.
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