Daniel Rothenberg @danrothenberg
Tech-evangelizing Atmospheric Scientist | Python | AI/ML/Wx/Climate | Science Policy | Formerly Tech Lead @Waymo, Chief Scientist @tomorrowio_, @eapsMIT danielrothenberg.com Frederick, CO Joined December 2008-
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Check-ins from OU folks? It looks like that spin-up tracked right adjacent to campus?
OU-NORMAN Emergency 9:17pm Tornado WARNING in effect for OU-NORMAN Campus. Seek shelter NOW inside the building you are in. Move to lowest floor/interior room.
Preliminary look at the tornado near Harlan, IA on Friday (26 April). Data are not rotated.
Probably need to turn off the SCOTUS hearing, I can feel my brain melting and leaking out my ears. In other news, I clearly missed my calling as an attorney trying cases in front of the Supreme Court...
Congratulations Wysocki!
If you come visit us in Denver/Boulder, you can knock out all three seasons in a single week!
Winter in Buffalo ❄️🦬, Spring in DC 🌸🏛️, and summer in Atlanta ☀️🍑! We’re taking the #WaymoDriver to the ATL as we continue evaluating how our system generalizes to different environments and new experiences. Read about our cross-country training program:…
Does anyone know if SORA or a model of its ilk has been fine-tuned for radar extrapolation/precipitation nowcasting yet? Can't find anything published but that certainly doesn't mean it hasn't been demonstrated...
Through a community-led planning process, we are developing a vision of Frederick Recreation Area (FRA), Bella Rosa Golf Course, and Milavec Lake for the next 20-30 years. In 2023, we had an extensive campaign seeking a first round of your input for improvements and new amenities…
A *very* interesting preprint. A comparison between Pangu, GraphCast (and FuXi) and IFS HRES regarding extreme events (heat waves, cold spells and wind events).
A *very* interesting preprint. A comparison between Pangu, GraphCast (and FuXi) and IFS HRES regarding extreme events (heat waves, cold spells and wind events).
TIL that NumPy masked arrays are surprisingly slow. Eliminated them from my BUFR parser and saw a 3x increase in throughput...
Nice Lightning.ai connector that can stream geospatial geotiffs directly into a training session quickly "For large geospatial datasets, it may not be possible or desirable to copy them to the local machine. Rasterio is a tool commonly used to read Geotiffs, and it…
#EarthVision: Deep Generative Data Assimilation in Multimodal Setting, a thread.
#EarthVision: Deep Generative Data Assimilation in Multimodal Setting, a thread.
🚨New Paper 🎉 From my @nvidia internship with an incredible team -- DiffObs: Generative Diffusion for Global Forecasting of Satellite Observations! 🛰️🌤️ 🔗 arxiv.org/abs/2404.06517 Appearing at @ClimateChangeAI workshop @iclr_conf #MachineLearning #ClimateChange #ICLR2024
Meteorology 🤝 AI Machine Learning can be very valuable to help our weather models improve with every single run! We spoke to Google Senior Research Scientist @raspstephan about it on the show this week: linktr.ee/WeatherGeeks
I'm curious to know the max number of files someone has opened with xarray's open_mfdataset() in one go using Dask. github.com/pydata/xarray/… like, has a project opened 10k+ netcdf in one go?
Slides from #DataCouncil2024 in Austin on March 26: "The Future Roadmap of the Composable Data Stack" On the commodification of everything and the future with multi-engine data platforms. @ComposedVC slideshare.net/slideshow/the-…
Enjoyed watching all the coverage of #Eclipse2024 on @weatherchannel and living vicariously through friends in TX and IN. Looking forward to seeing everyone in my backyard in 2045!
Happy #SolarEclipse2024 from @NWSBoulder and Colorado. #COwx
Ryan Abernathey @rabernat
7K Followers 2K Following Co-founder and CEO @EarthmoverHQ | Professor @columbia @lamontEarth | @pangeo_data steering council member (he / him)Randy Chase @DopplerChase
2K Followers 2K Following | Research Scientist @CIRA_CSU | Atmos AI Architect | μ-wave Nephologist ☁️ | Atmos PhD @UofIllinois | @Brockport Alum | ❤️ @bbraun99 | #BillsMafia | he/him |Tomer Burg @burgwx
38K Followers 658 Following CIRES/NOAA/@NWSWPC | Atmospheric Science Ph.D. candidate at OU | remotely studying from NJ | M.S. & B.S. from @UAlbanyDAES | forecasts my ownZack Labe @ZLabe
66K Followers 1K Following Climate Scientist (Atmospheric) PhD | Postdoc at @Princeton and @NOAA_GFDL | Sharing data-driven stories | He/Him | Views my ownScott Collis (He/Him) @Cyclogenesis_au
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38K Followers 729 Following Prof of Atmospheric Sciences & climate scientist @ Texas A&M; AGU and AAAS Fellow; Native Texan; find out what I think at https://t.co/UNGW2rqvboSteve Nesbitt @70_dbz
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629 Followers 710 Following OSS for science, #python, @pangeo_data, core dev @xarray_dev. Ex-fusion plasmas, oceanography @columbia, now @_cworthy (Other climate stuff @TEGNicholas)Jared Rennie @jjrennie
5K Followers 3K Following Research Meteorologist @NOAANCEI | @ametsoc CCM #737 | Weather and Climate | #Python | #scicomm | #GISZeke Hausfather @hausfath
90K Followers 810 Following "A tireless chronicler and commentator on all things climate" -NYTimes. Climate lead @stripe, writer @CarbonBrief, scientist @BerkeleyEarth, IPCC/NCA5 author.Matt Lanza 🤌🏼 @mattlanza
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116 Followers 335 Following @UofUATMOS Weather, skiing, biking, hiking he/himClaris Consult @clarisaiconsult
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44 Followers 134 FollowingEliza Vilandre @eliza_vilan
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75 Followers 5K FollowingJuan Nathaniel @juannat7
49 Followers 56 Following PhD @Columbia | Previously @IBMResearch, @NUSingaporeScott Beatty @DrScottBeatty
350 Followers 998 Following Transforming marine safety and climate resilience @MarineLabsdata. Aging surfer, Novice sailor, Dad. @UBC @UVic Alum, Views my own. (he/him)Beto @betolink
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2 Followers 66 Following President @nisoms_futa Data analyst/Student Meteorologist⛅ Founder, VamooveJoann Burgess @TheSmartLadyfx
75 Followers 5K Following ✨QUEEN OF NETWORK MARKETING 📊MILLIONAIRE-MENTOR 🔑The Woman who helps you elevate 🎯 Full Time Trader & Investor. 👇Follow my Trades and learn my strategymekos61 @mekos61
0 Followers 274 FollowingNexus Vibes @NexusVibes80713
4 Followers 64 Following Exploring the world of https://t.co/jaFEWpFbUA 📚 | Subscribe on YouTube for the latest technology information insights 📖 | #EducationMattersShella Antonetti @AntonetShel
79 Followers 5K FollowingOtaiba Bahar @otaiba144
114 Followers 2K Following I look inside myself, and my ideals have not changed, have not lost their value, have not faded. They are always with me, and I guard them as best I can.Mike Farrar @MikeFarrar_Wx
873 Followers 407 Following Director, NOAA/NWS National Centers for Env. Prediction (NCEP) & 2021 AMS President. Prior affiliations w/US Air Force, UCAR, and Science & Tech. Corp (STC).🔥Eric J. Drewitz�.. @DrewitzWx
106 Followers 383 Following Python Developer and Predictive Services Meteorologist. Lead developer of FireWxPy. Python/Fire Weather/Climatology/S2S. Avid downhill skier. SUNY Oswego 2016.Paris Pedikaris @ParisPerdikaris
376 Followers 173 FollowingProf. 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.Matthew Henry @mattjohenry
928 Followers 1K Following Climate scientist working on solar geoengineering at the University of Exeter. Based in Leeds. 🇬🇧/🇫🇷 https://t.co/E0yxDddgsvHakan Güler @haknguler
73 Followers 364 Following PhD Fellow - Climatology / Ege University #geographer #climatechangeDheerajprajapat @Dheeraj44551561
23 Followers 431 Followingtree lover @hydrated_tree
2 Followers 66 FollowingImani Callison @CallisonIm17704
56 Followers 5K FollowingLayan Laper @lap_laya
74 Followers 5K FollowingAdele Watry @wat_ade
35 Followers 5K FollowingYoni Nachmany (he/him.. @YoniNachmany
731 Followers 600 Following Senior Geospatial Data Scientist @OvertureMaps | Previously: @GroIntel @NYTimesRD @Mapbox @DataSciFellows @Sinergise @OurRadiantEarth @AzaveaStu Ostro @StuOstro
235K Followers 2K Following Weather-obsessed wx geek & proud to be! Wx = power of universe | NJ | @psumeteo | Sr Meteorologist @weatherchannel 30+ yrs | ☕🍺♫📷Ute Kelty @kelt_u
73 Followers 5K FollowingRyan Abernathey @rabernat
7K Followers 2K Following Co-founder and CEO @EarthmoverHQ | Professor @columbia @lamontEarth | @pangeo_data steering council member (he / him)Randy Chase @DopplerChase
2K Followers 2K Following | Research Scientist @CIRA_CSU | Atmos AI Architect | μ-wave Nephologist ☁️ | Atmos PhD @UofIllinois | @Brockport Alum | ❤️ @bbraun99 | #BillsMafia | he/him |Tomer Burg @burgwx
38K Followers 658 Following CIRES/NOAA/@NWSWPC | Atmospheric Science Ph.D. candidate at OU | remotely studying from NJ | M.S. & B.S. from @UAlbanyDAES | forecasts my ownZack Labe @ZLabe
66K Followers 1K Following Climate Scientist (Atmospheric) PhD | Postdoc at @Princeton and @NOAA_GFDL | Sharing data-driven stories | He/Him | Views my ownScott Collis (He/Him) @Cyclogenesis_au
2K Followers 2K Following wx nerd #opensource evangelist, @Py_ART lead. @argonne @northwesternu scientist @doescience detail @wbez @wttw nerd 🇺🇸 🇦🇺 dual national and anti-racist!Andrew Dessler @AndrewDessler
38K Followers 729 Following Prof of Atmospheric Sciences & climate scientist @ Texas A&M; AGU and AAAS Fellow; Native Texan; find out what I think at https://t.co/UNGW2rqvboSteve Nesbitt @70_dbz
4K Followers 2K Following Department Head @ATMS_Illinois. Meteorologist that brakes for interesting cloud formations. EIC JTECH-A. Husband and dad. Opinions mine.Tom Nicholas @TEGNicholasCode
629 Followers 710 Following OSS for science, #python, @pangeo_data, core dev @xarray_dev. Ex-fusion plasmas, oceanography @columbia, now @_cworthy (Other climate stuff @TEGNicholas)Jared Rennie @jjrennie
5K Followers 3K Following Research Meteorologist @NOAANCEI | @ametsoc CCM #737 | Weather and Climate | #Python | #scicomm | #GISZeke Hausfather @hausfath
90K Followers 810 Following "A tireless chronicler and commentator on all things climate" -NYTimes. Climate lead @stripe, writer @CarbonBrief, scientist @BerkeleyEarth, IPCC/NCA5 author.Matt Lanza 🤌🏼 @mattlanza
49K Followers 9K Following Dad x2, husband, energy industry meteorologist, editor @TheEyewallWx, also @SpaceCityWx in #Houston. Weather, books, sports cards, @RutgersU. Opinions my ownDr. Daniel Swain @Weather_West
103K Followers 3K Following Climate scientist-communicator focused on extreme events like floods, droughts, & wildfires on a warming planet.Dr. Marshall Shepherd @DrShepherd2013
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1K Followers 1K Following Atmospheric Data Scientist @argonne - @ValpoWeather + @ATMS_Illinois Alum - ΛΧΑ-ΙΣJack Sillin 🇺🇦 @JackSillin
28K Followers 3K Following Meteorologist | Adventurer | Occasional Twitter dropout. jack (dot) sillin (at) gmail (dot) com if you need me. Long live 🇺🇸🇺🇦Dr. Maria J. Molina @ScienceByMaria
51K Followers 1K Following Assistant Professor at @UofMaryland within @AOSC_UMD @UMIACS. Also researching w/ @NCAR_CGD @NCAR_Science. Committed to training future scientists. She/her. 🐢Chris Vagasky ⚡️ @COweatherman
6K Followers 923 Following Blixtexperten. American Meteorologist. Manager of @Wisconet. Lightning Safety Specialist - @LtgSafeCouncil. Friend of the Show - @twcalexwilsonNoah Brauer @NOAABrauer
5K Followers 3K Following PhD Research Scientist/Developer @ CIRES/@NWSWPC. OU alum. I study precipitation, microphysics, polarimetric radar, and tropical cyclones. Opinions = my own.Mike Pritchard @SciPritchard
2K Followers 875 Following Director of Climate Simulation Research for NVIDIA, Associate Prof at UC Irvine. Enthused about Earth system science, HPC, machine learning. Views are my own.Matthew Graber @wx_MatthewG
635 Followers 935 Following Meteorologist Purdue ‘22 B.S. 🚂💛/Illinois ‘24 M.S. 🧡💙 He/Him Climate change/extreme weather researcher Be yourself, the right people will like you!Brian LaMarre @blamarre
3K Followers 5K Following Meteorologist-in-Charge at NOAA’s U.S. National Weather Service @NWSTampaBayNeelesh Rampal @neeleshunleashd
60 Followers 111 Following Kia Ora, I'm a Data Scientist at NIWA with a passion for enhacing NWP / GCMs with deep learning. Tweets are mine.Thuerey Group at TUM @thuereyGroup
2K Followers 147 Following Our focus is to develop numerical methods for physics simulations with deep learning techniques.Sebastian Lerch @lerch_sn
274 Followers 167 Following Young investigator group leader at @KITKarlsruhe, interested in probabilistic forecasting, statistics, machine learning and interdisciplinary applicationsBrad Neuberg @bradneuberg
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49 Followers 56 Following PhD @Columbia | Previously @IBMResearch, @NUSingaporeDr. Piyush Garg @tropmetpie
704 Followers 1K Following Discovering deep convection from the eyes of satellites, AI, and models. Ph.D. from the @DAS_illinois. Postdoc Scientist➡️@nvidiaJason Stock @itsstock
210 Followers 227 Following PhD Candidate - machine learning for weather and climate @ai2enviro @ColoradoStateU | Previous intern @nvidia @maxar @boeingMoore Foundation @MooreFound
14K Followers 1K Following We foster path-breaking scientific discovery, environmental conservation, patient care improvements and preservation of the special character of the Bay Area.NOAA Technology Partn.. @NOAAinnovate
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376 Followers 173 FollowingDominik Büeler @dombueeler
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685 Followers 374 Following Environmental economist @ColumbiaClimate | climate change, sustainable developmentSpire Weather & Clima.. @SpireWxClimate
276 Followers 618 Following Leaders in satellite-powered weather data APIs, guiding businesses worldwide to mitigate risk, enhance efficiencies, and streamline decisions. #InSpireRyan Sit @TheRyanSit
786 Followers 2K Following Journo-turned tech + sustainability PR pro; still a storyteller. @Fleishman. Alums: Comms Director @NYCCouncil, reporter @Newsweek @NYDailyNewsHouse Science Committ.. @housescience
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506 Followers 1K FollowingAndreas Uttenthaler @AndreasSatEO
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44 Followers 91 Followingah @IAteAnDrew1
333 Followers 599 Following I'm an atmospheric scientist, python developer, and open source contributor! Python bite size tips @ https://t.co/R0McyDNOUtWiHi @WiHiWeather
589 Followers 49 Following | people-powered weather intelligence | DePIN and ReFi project on the Solana blockchainDiego Souza 📡🛰�.. @DrodSouza
341 Followers 550 Following Husband, father of Esther, Daniel and Thomas. Electronics Engineer - Weather Satellites Division (INPE - Brazil) https://t.co/9v8XdBCiNgIsaiah Montgomery @GumryWX
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8K Followers 412 Following CS Prof @UCLA. AI, ML, Climate. Prev: Postdoc @berkeley_ai, PhD @StanfordAILab, bachelors @IITDelhi.Dr Edward Steele @edwardccsteele
414 Followers 697 Following Science Manager at the @metoffice supporting improved decision-making within marine sector. Opinions my own.Nathanael Wong (黄�.. @natgeo_wong
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2K Followers 981 Following CoFounder/CEO @GoHeadroom, Jetpac (Webby 2014), Houzz. Former StubHub, ProStores, eBay, IronPlanet, Fatbrain. My wife, swimming between countries, rugby.ShaDy EmaD @Shady_3mad
351 Followers 981 Following Postdoc fellow @PNNLab in the SciML & UQ team. Views are my own.cindy kaiying lin @kaiy1ng
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132 Followers 82 Following My collage: mountains, food, water, tri's, science, travel, photography, espressos, weather and wine! Professionally: an CIRES AI weather nerd at NOAA's GSL.Preston Roesslet @prestonroesslet
1K Followers 2K Following OU CS '24 💻 Full-Stack Developer 💾 @CIWRO_ Web Developer⚡️ @OKwxlab Director of Development🦉 Weather Nerd 🌪 Opinions are my ownaneeshcs @aneeshcs
1K Followers 2K Following Asst. Professor, Atmospheric and Oceanic Sciences, CU Boulder. He/Him.Scott Linderman @scott_linderman
5K Followers 837 Following Assistant Professor @Stanford Statistics and @StanfordBrain. Computational Neuroscience, Machine Learning, Bayesian Statistics. Tweets are my own.Kevin Peterson @kevinmpeterson1
106 Followers 283 Following Rocket ships, autonomous cars, and bikesVineet Kukreti @googlervineet
203 Followers 2K Following AI, ML, NLP enthusiast | Computer Science student | Innovator in smart tech | Creating impactful solutionsJohnny Lin @jwblin
109 Followers 41 Following I teach college computer science, studied climate dynamics and environmental ethics, write Python code, and am an imperfect follower of Jesus.Meg Murakami @mmurakami579
46 Followers 227 Following Oceanography PhD Candidate @crios_utaustin | formerly at the University of Helsinki | @TexasExes Opinions are my ownAndrew Freedman @afreedma
174K Followers 6K Following Senior climate reporter @axios | Prior: @washingtonpost | Tips: [email protected], [email protected] | https://t.co/DcbdX4P4C5 | DM 4 Signal#OU-NORMAN Emergency 9:17pm Tornado WARNING in effect for OU-NORMAN Campus. Seek shelter NOW inside the building you are in. Move to lowest floor/interior room.
👏🏽👏🏽👏🏽👏🏽 THANK YOU for your hard word & dedication. Your work is directly keeping our communities safe!!
720pm - Behind the scenes as we enter our 13th hour of severe weather operations. A long night ahead.
The @NSF @DOWFacility BEST project collected radar data on some of the devastating tornadoes yesterday in Nebraska and Iowa
Preliminary look at the tornado near Harlan, IA on Friday (26 April). Data are not rotated.
Germany leg of this trip has been so fun. Got to catch up with old colleagues in Heidelberg and Munich, met new roboticists in Stuttgart, visited/presented at Bosch research thanks to ROS community connections, saw castles, Mercedes-Benz history, and views of the Alps/Bodensee.
Spaceborne radar's (GPM-DPR) view of the beginning of Nebraska's tornadoes yesterday, including the tornado in the quoted tweet below
Multi-vortex tornado near Yutan to the west of Omaha, Nebraska USA this evening.
Love seeing this tweet in @Brianna_R_Pagan’s keynote at @N51Conference 🥰
Doing what I love most: Riding 🚊 +making @zarr_dev data in the cloud! Cranking through the new @LeapStc data-library on my way to DC! Running pangeo-forge recipes full steam locally, on our @2i2c_org @ProjectJupyter hub, and @googlecloud. @pangeo_data @Amtrak
I've been working at Waymo for over 15 years. I only took my first Rider Only (totally driverless) ride on public roads 2 years ago, and now I'm taking it multiple times a week, as are my wife and kids. Totally understandable if people got skeptical, but it's real!
Self-driving cars have become underhyped, with Waymo operating an actual functioning taxi service most people don’t seem to know exists that is expanding into two new significant markets. slowboring.com/p/self-driving…
Interested in learning move about tools to work with @zarr_dev? Check out @DahnJahn's new *Awesome Zarr* repo! 😎 github.com/DahnJ/Awesome-…
Discussing exciting science across stomata, leaf🍀, drought🏜️, SIF, VOD, ML, Amazon, the Earth 🌎with @PierreGentine Most of all, today @PierreGentine gave a fantastic Lecture 1 on machine learning and climate science. A lot of QnA followed. +130 students/postdocs/faculty…
Who needs sleep when there is a chance of getting virtualized @zarr_dev stores directly from ESGF for @wcrpcmip 7? Coding in bed to make a proof of concept for tomorrow based of netcdf data ingested by the @pangeo_data/#ESGF working group using @TEGNicholasCode #Virtualizarr!
🌍Exciting updates from our @BMWK @DLR_en funded Center #ML4Earth ! On April 23, we held our first in-person progress meeting @TU_Muenchen. 🚀 @grosse_guido @MiguelDMahecha @jlbamber @UniBonn @DLR_en @UniLeipzig @AWI_de @ai4eo_de @Zhu_XLab #AI4EO #Climate ml4earth.de
The new season of the Climate Quandaries podcast, out now, features thoughtful and wide-ranging conversations with the excellent @RoopSingh, @TkrMatthews86, @ClimateLisa, and @ZLabe.
Pleased to announce that my first 1st author publication has been accepted to npj Climate and Atmosphere Science! I look forward to sharing it with the community once this officially happens
The final keynote at #ClimateInformatics 2024! @profamymcgovern & @DJGagneDos outline how they are building #trustworthy #AI for weather and climate @cbiai2es. Their EDS paper on trustworthy AI (also co-authored by @ahbostrom & @Iebertu) is here: doi.org/10.1017/eds.20…
If you’re wondering why I’ve been obsessed with fixing memory leaks in quantile transforms, this is why.
It’s always a good sign when the AI forecast output has relative humidity values between -16% and 169%
New arXiv preprint of @AMS_AIES AI in Earth Systems submission. We put GPT-4 (ChatGPT) to the test analysing weather maps, then ask it to issue a SPC-like outlook, and communicate hazards in English & Spanish. Best practices and our mixed results: arxiv.org/abs/2404.15166 (1/2)
Hey @Amtrak maybe you can fund @2i2c_org for providing the service of turning your trains into superpowered cloud data workstations 😅
Doing what I love most: Riding 🚊 +making @zarr_dev data in the cloud! Cranking through the new @LeapStc data-library on my way to DC! Running pangeo-forge recipes full steam locally, on our @2i2c_org @ProjectJupyter hub, and @googlecloud. @pangeo_data @Amtrak
technologyreview.com/2024/04/23/109… Today in @techreview, my Op-ed: "Why new proposals to restrict geoengineering are misguided". From TN to NOAA to Mexico to UNEP, the word "ban" keeps being bounced around when it comes to Climate Interventions. But is it that easy? I don't think so...
Published on Monday in Nature npj Climate and Atmospheric Science: "Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán" Available here: nature.com/articles/s4161… Work conducted by Andrew J.…
Please join us tomorrow for a regular weekly meeting at 4pm ET (The Showcase Talk by Tom Nicholas on "VirtualiZarr" has been rescheduled for May 15). Meeting info: docs.google.com/document/d/1Bk…