Noah Brenowitz @NoahBrenowitz
Atmospheric Scientist, Machine learner, Opinions my own noahbrenowitz.com Seattle, WA Joined June 2009-
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🚨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
ChatGPT draws some pretty bizarre diagrams. Prompt: "I need help drawing a scientific diagram to demonstrate initial condition uncertainty in a chaotic system. Can you generate a diagram showing this in the lorenz 63 system."
New from Earth2 research @nvidia: Intercomparing probabilistic skill across AI weather models can be hard. @NoahBrenowitz has a crafty solution - lagged ensembles in Earth2MIP. Paper: arxiv.org/abs/2401.15305. Code: github.com/NVIDIA/earth2m…. Or come to my AMS talk on Wed 1/31.
Never thought I would say this, but I like grib. It's just a sequence of records so is easy to build pipelines with. Like a .tar file for gridded data. It can be subsetted efficiently using wget, curl, etc.
📢 Exciting opportunity at NV Research for Fall 2023! We're hiring paid PhD interns to work at the intersection of #MachineLearning & weather/climate simulation with top researchers & engineers. Read on to learn more! #AI #ClimateTech
ECMWF's high-resolution (HRES) model is often taken as the baseline for AI-based weather models. However, because most current AI models directly minimize MSE the ensemble mean would be a better baseline. Here is a comparison of HRES with the ensemble mean on global RMSE. 1/
Work @MountRainierNPS! Multiple positions, both permanent & seasonal, are now accepting applications: usajobs.gov/Search/Results… -kl
This work is really exciting! To improve on our ML climate model correction technique, we detect when individual columns in a simulation are outside the training distribution and turn off the ML correction for these samples. Result: ✅ better stability ✅ less biased climate
This work is really exciting! To improve on our ML climate model correction technique, we detect when individual columns in a simulation are outside the training distribution and turn off the ML correction for these samples. Result: ✅ better stability ✅ less biased climate
I am looking to hire a few summer 2023 PhD interns in my new climate simulation research group @nvidia. Join me, @JaideepPathak, @NoahBrenowitz Yair Cohen, and collaborate with the great @AnimaAnandkumar, Karthik Kashinath & Earth-2 research team! tinyurl.com/yjuammy7
Excited about this upcoming seminar "Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics" at Fluid Mechanics Webinar Series on 04 Nov cassyni.com/events/XaWwmgX…
Ryan Abernathey @rabernat
7K Followers 2K Following Co-founder and CEO @EarthmoverHQ | Professor @columbia @lamontEarth | @pangeo_data steering council member (he / him)
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.
Zack Labe @ZLabe
66K Followers 1K Following Climate Scientist (Atmospheric) PhD | Postdoc at @Princeton and @NOAA_GFDL | Sharing data-driven stories | He/Him | Views my own
Pierre Gentine @PierreGentine
5K Followers 577 Following Professor @Columbia University, Director of @LEAPstc NSF Science and Technology Center, Working on #climate, #water and #ecology, born at 335ppm, views my own
Daniel Rothenberg @danrothenberg
2K Followers 2K Following Tech-evangelizing Atmospheric Scientist | Python | AI/ML/Wx/Climate | Science Policy | Formerly Tech Lead @Waymo, Chief Scientist @tomorrowio_, @eapsMIT
David John Gagne @DJGagneDos
2K Followers 1K Following Machine Learning Scientist at National Center for Atmospheric Research. Dad. Mastodon: @[email protected]
Michael Diamond @ScCloudMD
809 Followers 361 Following Asst Professor @FSU_EOAS studying clouds, aerosols, & climate. Views my own & not representative of employers past, present, future, in nearby multiverses, etc.
Cristi Proistosescu @cristiproist
5K Followers 2K Following Asst. Prof. Climate Dynamics and Data Science (CDDS@UIUC). Class clown. Tweets climate change and dad jokes. #dadademia
Oliver Watt-Meyer @oliwm
436 Followers 232 Following Lead Research Scientist for Climate Modeling @allen_ai | Previously postdoc @UW | PhD @UofT | Opinions my own
Andrew Williams @AndrewIWilliams
1K Followers 651 Following CIMES Postdoctoral Fellow @NOAA_GFDL | physics of clouds and climate 🌤️ 🌍 | PhD @UniofOxford | views my own | 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 |
AI2 Climate Modeling @ai2_climate
846 Followers 11 Following Climate modeling group at @allen_ai helping to make climate models faster and better. A project in partnership with GFDL.
Robert Jnglin Wills @ClimateAnomaly
2K Followers 1K Following Assistant Professor of Climate Dynamics @ETH_en interested in atmosphere-ocean dynamics of climate variability & change; nature enthusiast; amateur photographer
Ashesh Chattopadhyay @ashesh6810
299 Followers 501 Following Asst. Prof @am_ucsc Ex @PARCinc, PhD @RiceMech, deep learning for dynamical systems and weather/climate, theoretical deep learning, scientific computing
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)
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.
Joe Boomgard-Zagrodni.. @joejoezz
6K Followers 876 Following PNW weather/climate forecasts, analysis, and commentary. Scientist at @Verisk, PhD @UWAtmosSci, West Seattle islander, dad, beekeeper,@TacoTimeNW fan, he/him
Pedram Hassanzadeh @turbulentjet
1K Followers 2K Following Professor of Geophysical Sciences + Computational & Applied Math, University of Chicago @UChicago. Extreme weather, scientific ML, climate change & turbulence
Steven Brunton @eigensteve
45K Followers 1K Following Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.
Luke Madaus @lmadaus
662 Followers 446 Following Meteorologist and Senior Manager for Global Climate Research and Development @jupiterintel. Novice woodworker. Here to help. Thoughts and opinions are my own.
Atmospheric Chaos @ColtForney
3K Followers 3K Following Documenting wild weather🌪️⛈️| OU Meteorologists & an MPA, passionate about severe weather education 🎓 | https://t.co/EnomelxtIL
JulieSailsbury @nq0ltbJoiDjm70d
0 Followers 120 Following
akshay sunil @akshaysunil172
270 Followers 1K Following Hi, I am Akshay Sunil pursuing my Ph.D. in water resources engineering @IITBombay.I work on adaptive operations of large-scale water resources infrastructures.
Philipp Hess @_phess
0 Followers 8 Following
Wod Le @li_wd2347
37 Followers 134 Following
Beau Dodson @BeauDodson
16K Followers 16K Following Broadcast meteorologist. Bachelor of Science. Atmospheric scientist. SE MO, south IL, west KY, & NW TN. https://t.co/j7nPqKny7z Climate and Social activist.
ml4esmworkshop @ml4esmworkshop
120 Followers 56 Following Official X account for the upcoming ML4ESM workshop at ICML 2024 Website: https://t.co/Md3l5Adtyu Contact: [email protected]
Jared Fernandez @FernJared
210 Followers 1K Following PhD student @LTIatCMU & @SCSatCMU. Previously: @NorthwesternU, @Google
Marc Girona-Mata @GironaMata
198 Followers 602 Following Hydrologist | PhD student @CambridgeMLG @BAS_News @AI4ER_CDT
Benjamin Shaffer @BenDavidShaffer
35 Followers 131 Following PhD student @Penn working in scientific machine learning for dynamical systems in fluid dynamics, robotics, oceanography, and optics.
David Hall @halldm2000
115 Followers 355 Following Researcher: artificial intelligence, computational physics, numerical methods
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.
Dr Doug McNeall @dougmcneall
17K Followers 2K Following Climate scientist and statistician, Met Office Hadley Centre and University of Exeter Global Systems Institute. Married to @lynsmccoll.
Rob Carver @wundersooner
440 Followers 2K Following Research Scientist at Google. PhD Meteorologist from Penn St., OU, and NM Tech. Opinions mine, not my employer's.
LucyerX @LucyerX
1 Followers 264 Following
David Weinstein @we71816183
41 Followers 62 Following
Agatha Lim @lim_lim221
138 Followers 1K Following Don't forget, beautiful sunsets needs cloudy skies
Discovering Stable Di.. @DiscoverStabDif
1K Followers 146 Following Project by https://t.co/FC8hlDfH7h in exploring what can be done with SD and custom coding! https://t.co/bHLdqbSRJw
Isaac Schluesche @SlushyWx
4K Followers 3K Following Graduate Research Assistant @ColoradoStateU. B.S. Atmospheric Science and Computer Science @UWMadison ‘23. Some people call me Slushy.
Jiachen Liu @JiachenLiu7
57 Followers 414 Following Graduate Student in Environmental Engineering @DrexelUniv, previously @colgateuniv
羊驼练习生 @mathphysicsquit
47 Followers 4K Following
Nithin Allwayin @NAllwayin
30 Followers 110 Following PhD Student | Atmosphere- Cloud Microphysics | Michigan Technological University
Laura Mansfield @lau_mansfield
413 Followers 839 Following Improving climate models with machine learning + Bayesian statistics. Postdoc @ Stanford University, Ex- Uni of Reading + Imperial College.
Marvin Gabler @MarvinGabler
91 Followers 528 Following swole techno optimist, co-founder @ https://t.co/3ldLWkSJPt, building a magic crystal ball | Zurich / Berlin
Alexis Hoffman @TornadoAli310
49 Followers 127 Following Climate Scientist 🌎 Principal Data Scientist 🌱 Manager, Data Science Team @JupiterIntel 🚀
Ryan Eagan @ClimateGuyRy
12 Followers 128 Following PhD student in climatology at The University of Delaware. GFD, modeling, machine learning.
Pujitha I @Climate12982446
112 Followers 2K Following
Michael C Morgan @michaelcmorgan
253 Followers 443 Following atmospheric science professor, opinions expressed on this platform are my own
Clare E. Singer @ClareESinger
373 Followers 292 Following Studying clouds & climate 🌧🌎 • NOAA C&GC Postdoctoral Fellow at @LamontEarth @BostonCollege @UCAR_CPAESS • @CaltechESE PhD '23 • @UChiPhysics BA '18 • she/her
Vesta Afzali Gorooh @vesta_afzali
210 Followers 465 Following NASA Future Investigator. Ph.D. Center for Hydrometeorology and Remote Sensing, PostDoc at SCRIPPS
Ronald @Ronaldrgrn
16 Followers 141 Following PhD. Student in Atmospheric Sciences at IAG-USP Instituto de Astronomía, Geofísica e Ciências Atmosféricas - Universidade de São Paulo
Chen-Hau Lan @Chenhau_Lan
46 Followers 267 Following PhD student in atmosphere science in @NCU | study in radar meteorology and cloud microphysics | TEAM-R, disdrometer, radiosonde and wind profiler
Paulo E. Abreu @peabreu_
1K Followers 5K Following Professor of Chemistry@Universidade de Coimbra. Chemistry, cooking, clarinets, symmetry, music, art, computers and programming all make me tick!
Henil Panchal @Henilp105
24 Followers 1K Following OSS @numfocus @fortranlang @lfortranorg | Google Summer of Code ‘22 ‘23 @fortranlang | Undergraduate Researcher | CSE'25 Nirma University
Colby Fisher @colbyfisher
3 Followers 194 Following
Francesco Immorlano @f_immorlano
194 Followers 551 Following Climate informatician Ph.D. Student @ University of Salento Research Assistant @ CMCC Foundation AI/ML for climate researcher and enthusiast
Sebastian Hickman @shmh40
229 Followers 779 Following PhD student at Cambridge working on machine learning for environmental risks. Air pollution and causal inference!
Fabrizio Falasca @FabriFalasca10
94 Followers 573 Following Climate science and complex systems postdoc
Sourav Pal @souravroni1
190 Followers 887 Following CS PhD Student @UWMadison | @WisconsinCS | @IITKgp | Past @MSFTResearch @AdobeResearch
Peter Sherman @imTHEpistolpete
90 Followers 2K Following
Charlotte @cm3rch
39 Followers 179 Following CS Undergrad @Princeton, DAReS @NCAR | Formerly @MPI_Meteo, @CW3E_Scripps, @NWS, @ORNL | Interests: Climate Modeling, ML, DA, Computational Complexity
Kai Kornhuber @KKornhuber
3K Followers 1K Following Group Lead Weather Extremes & Climate Modeling @CA_latest, Climate Scientist @LamontEarth, adj. Prof. @ColumbiaClimate, ass. Fellow @DGAPev, WG Lead @kan_risk.
Kristina Spiegel @KristinaSpieg11
8 Followers 91 Following
Ethan @Ethane_xiechy
10 Followers 55 Following
Ryan Abernathey @rabernat
7K Followers 2K Following Co-founder and CEO @EarthmoverHQ | Professor @columbia @lamontEarth | @pangeo_data steering council member (he / him)
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.
Pierre Gentine @PierreGentine
5K Followers 577 Following Professor @Columbia University, Director of @LEAPstc NSF Science and Technology Center, Working on #climate, #water and #ecology, born at 335ppm, views my own
Daniel Rothenberg @danrothenberg
2K Followers 2K Following Tech-evangelizing Atmospheric Scientist | Python | AI/ML/Wx/Climate | Science Policy | Formerly Tech Lead @Waymo, Chief Scientist @tomorrowio_, @eapsMIT
David John Gagne @DJGagneDos
2K Followers 1K Following Machine Learning Scientist at National Center for Atmospheric Research. Dad. Mastodon: @[email protected]
Michael Diamond @ScCloudMD
809 Followers 361 Following Asst Professor @FSU_EOAS studying clouds, aerosols, & climate. Views my own & not representative of employers past, present, future, in nearby multiverses, etc.
Yann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Cristi Proistosescu @cristiproist
5K Followers 2K Following Asst. Prof. Climate Dynamics and Data Science (CDDS@UIUC). Class clown. Tweets climate change and dad jokes. #dadademia
Oliver Watt-Meyer @oliwm
436 Followers 232 Following Lead Research Scientist for Climate Modeling @allen_ai | Previously postdoc @UW | PhD @UofT | Opinions my own
Ángel F. Adames Corr.. @afadames
2K Followers 537 Following Asst. Professor at U. Wisconsin-Madison. Puertorriqueño 🇵🇷. Tropical Meteorology, #DEI, outreach. Running, biking, outdoors. Views my own.
AI2 Climate Modeling @ai2_climate
846 Followers 11 Following Climate modeling group at @allen_ai helping to make climate models faster and better. A project in partnership with GFDL.
Robert Jnglin Wills @ClimateAnomaly
2K Followers 1K Following Assistant Professor of Climate Dynamics @ETH_en interested in atmosphere-ocean dynamics of climate variability & change; nature enthusiast; amateur photographer
Ashesh Chattopadhyay @ashesh6810
299 Followers 501 Following Asst. Prof @am_ucsc Ex @PARCinc, PhD @RiceMech, deep learning for dynamical systems and weather/climate, theoretical deep learning, scientific computing
Kris Karnauskas @OceansClimateCU
9K Followers 1K Following Climate scientist leading the Oceans and Climate Lab @CUBoulder. Prof @CUBoulderATOC & @CIRESnews. Editor @theAGU GRL and @PLOSClimate.
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.
Joe Boomgard-Zagrodni.. @joejoezz
6K Followers 876 Following PNW weather/climate forecasts, analysis, and commentary. Scientist at @Verisk, PhD @UWAtmosSci, West Seattle islander, dad, beekeeper,@TacoTimeNW fan, he/him
Pedram Hassanzadeh @turbulentjet
1K Followers 2K Following Professor of Geophysical Sciences + Computational & Applied Math, University of Chicago @UChicago. Extreme weather, scientific ML, climate change & turbulence
Jen Kay @JenKayCU
883 Followers 419 Following @CUBoulderATOC @CIRESnews Lifelong learner. Climate researcher/educator. Cloud/ice specialist, “seasons”?. Born 333 ppm CO2.
Steven Brunton @eigensteve
45K Followers 1K Following Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.
Google DeepMind @GoogleDeepMind
944K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
David Hall @halldm2000
115 Followers 355 Following Researcher: artificial intelligence, computational physics, numerical methods
Discovering Stable Di.. @DiscoverStabDif
1K Followers 146 Following Project by https://t.co/FC8hlDfH7h in exploring what can be done with SD and custom coding! https://t.co/bHLdqbSRJw
Alex Rybchuk @alex_rybchuk
355 Followers 753 Following Research scientist at @NREL using supercomputers, observations, and ML to study interactions between wind turbines and the atmosphere | he/him
Will Gregory @willjgregory_
314 Followers 448 Following Postdoc @Princeton University (GFDL) | stats & sea ice | he/him
François Rozet @FrancoisRozet
201 Followers 52 Following PhD student in deep learning applied to inference problems in large-scale dynamical systems (oceans, atmospheres, ...) under the supervision of Prof. @glouppe.
Summit at Snoqualmie @SummitSnow411
22K Followers 590 Following Seattle's Home Mountain | Four base areas, Nordic Center, Snow Tubing, and the most night skiing in the US.
Gucci Mane @gucci1017
9.3M Followers 1 Following Major Label Recording Artist, signed to Atlantic Records. |
Jean Kossaifi @JeanKossaifi
4K Followers 956 Following Pushing boundaries of AI & making it available for all @nvidiaAI | ex @Samsung AI, @amazon AI, PhD @imperialcollege | TensorLy creator https://t.co/1epTxX3XFB 👨💻
Prof Peter Hotez MD P.. @PeterHotez
452K Followers 8K Following Vaccine Scientist-Author-Combat Antiscience @bcmhouston Professor Pediatrics Molecular Virology, @bcm_tropmed Dean, @TexasChildrens Chair in Tropical Pediatrics
Windy.com @Windycom
62K Followers 3K Following Windy is an extraordinary tool for #weather #forecast visualization. It's fast, intuitive, detailed & most accurate #app trusted by #professionals
Washington State DOT @wsdot
377K Followers 5K Following Official Washington State Department of Transportation Twitter account. For road hazards and emergencies, please call 911.
Žiga Zaplotnik @ZaplotnikZiga
2K Followers 435 Following Research scientist at ECMWF. President of the Climate Council of Slovenia.
Guillaume Tremoy @GuiTremoy
62 Followers 461 Following PhD, Associate Director at Steadysun | Weather & Climate Services | Solar & Wind Energy
Jim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.
Snoqualmie Pass @SnoqualmiePass
117K Followers 134 Following Official WSDOT account for I-90/Snoqualmie Pass traffic. Questions? The answer might be here: https://t.co/FMsbewbq69…
Helen Amanda Fricker .. @helenafricker
5K Followers 5K Following Professor of Glaciology at Scripps Polar Center @Scripps_Polar @Scripps_Ocean; studies Antarctic Ice Sheet with satellites. Graduate of @UCL & @UTAS_
Gideon Dresdner @gideoknite
173 Followers 432 Following Research Scientist at AI2 Climate Modeling PhD ETH Zurich Unordered list: computers, ML, 🪕, books
Wildsnow @wildsnow
4K Followers 163 Following Backcountry skiing blogger covering skimo ski mountaineering and touring.
Kyle Cranmer @KyleCranmer
16K Followers 3K Following Director Data Science Institute @UWMadison @datascience_uw. EiC @MLSTjournal. Physics, stats/ML/AI, open science. same handle @sigmoid.social and bsky
LEAP-STC @LeapStc
1K Followers 347 Following Revolutionizing climate projections by integrating climate and data science, through innovation, diversity, legacy, and impact.
Jesse D. Jenkins @JesseJenkins
89K Followers 12K Following Macro-energy systems engineering, optimization, and policy. Prof. @EPrinceton (MAE) & @AndlingerCenter. Leads ZERO Lab. Co-host SHIFT KEY pod. More at link 👇
Miles Cranmer @MilesCranmer
12K Followers 903 Following Assistant Prof @Cambridge_Uni, works on AI for the physical sciences. Previously: Flatiron, DeepMind, Princeton, McGill.
Dr. Abigail Swann, Ph.. @ecoclimatelab
4K Followers 1K Following I study the ecoclimate (ecosystem-climate system). Associate professor @UW. She/her. @[email protected]
Rob Wood @Rob__Wood
590 Followers 222 Following Scientist working at the University of Washington. I study how clouds work and how they affect the climate system.
Philip Stier @PhilipStier
1K Followers 471 Following Climate researcher, Professor of Atmospheric Physics, @OxfordAOPP, @ReubenCollege, Director @IntelliEarth, University of Oxford
Sam Hatfield @s_e_hatfield
756 Followers 891 Following Computational scientist @ECMWF/@esiwace/@eupex_pilot/@deepprojects • Simulating weather on supercomputers • Formerly @OxfordAOPP • Also likes bikes and running
De-An Huang @deanh_tw
2K Followers 589 Following Research Scientist @NVIDIAAI, CS PhD @StanfordAILab, Robotics MS @CMU_Robotics
Morteza Mardani @MardaniMorteza
1K Followers 1K Following AI researcher @NVIDIA | visiting researcher @Stanford | bridging theory and practice of ML, generative learning
Horace He @cHHillee
23K Followers 449 Following Working at the intersection of ML and Systems @ PyTorch "My learning style is Horace twitter threads" - @typedfemale
Colin McCarthy @US_Stormwatch
129K Followers 216 Following Worldwide Extreme Weather | Storm Chaser | Atmospheric Science @ucdavis ‘26 | Contact: [email protected]
Seattle Fire Dept. @SeattleFire
163K Followers 514 Following News/events from Seattle Fire. Call 911 for emergencies. View the City’s policies at https://t.co/LkqaZFnpQk.
Joseph Hardin @DrJosephHardin
220 Followers 318 Following Data scientist and engineering manager with experience in weather and climate. Apple Sr Engineer. @[email protected] on mastodon.
Yakelyn R.Jauregui @YakelynRJ
311 Followers 332 Following Graduate researcher @UWAtmosSci. Views my own.
Weird Thrift Store Sh.. @strangethrift
62K Followers 29 Following The strange shirts that have been left for dead in the world’s thrift stores.
Reto Knutti @Knutti_ETH
25K Followers 2K Following Passionate about climate, how the world and society work. Professor for climate physics and chair @C2SM_ETH and @SPEED2ZERO at @ETH_en Zurich
Intersphere @intersphereinc
192 Followers 1 Following Weather and climate forecasts, focused on the next weeks through the next years. Serving clients in energy, insurance, and commodities.
Gracie Ermi @GracieErmi
644 Followers 1K Following ML Scientist @impactobserv . Building AI for the Environment . Science Communicator . Knitter . She/her . opinions are my own
Thuerey Group at TUM @thuereyGroup
2K Followers 147 Following Our focus is to develop numerical methods for physics simulations with deep learning techniques.
There is no cat in th.. @Thereisnocat_
835K Followers 28 Following On hiatus (sort of). Unofficial reddit: https://t.co/riSEzRByhC
Puneet Sharma @puneetah
112 Followers 354 Following IITD Climate Researcher/Data Scientist/Modeler @ RMS
lak lakshmanan @lak_luster
7K Followers 308 Following 🌥️ Personal observations, not investment advice. 📚 O'Reilly: BigQuery, ML Design Patterns, Data Science 👨🏫Coursera 🌪️Ex: @googlecloud @NOAA
Masaki Satoh @masakisatoh2015
364 Followers 428 Following
@rabernat @fortiain @Steven_Ramage @EarthBlox @rabernat we use Hann windows with overlapping tiles to remove the artifacts, this only needs to be applied at inference time. ncbi.nlm.nih.gov/pmc/articles/P…
Excited to finally release our open course on deep generative models! This material has been taught at Stanford/Cornell/UCLA since 2019. It includes 🎥 20 hours of video lectures ✨ 17 sets of slides 📖 Lecture notes Youtube: youtube.com/playlist?list=… Site:…
It's not sulphate aerosols. It's not the Tonga eruption. It's not unicorns or fairy dust. It's human-caused warming from carbon pollution (plus a sizeable natural swing from La Nina-to-El Nino) climatereanalyzer.org/clim/t2_daily/
It's crazy how over time I have slowly replaced all of my command line tools with Rust equivalents 🦀 - cat → bat - pip → uv - grep → ripgrep - htop → zenith - fswatch → watchexec Any other good ones?
TIL that NumPy masked arrays are surprisingly slow. Eliminated them from my BUFR parser and saw a 3x increase in throughput...
🚨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
@NoahBrenowitz prompt: a realistic photo of a robot struggling a draw a picture of a scientific diagram to demonstrate initial condition uncertainty in a chaotic system using the lorenz 63 system
@NoahBrenowitz You could totally frame that and sell it at a local art show or gallery...
@RyanMaue You're probably referring to this: ecmwf.int/en/newsletter/… It's not that 2m temp isn't assimilated. It's just done as a separate step. Still cool to see :)
@NoahBrenowitz @danrothenberg Jeff Steward’s conceptual model clarifies the terminology and relationships among pieces better.
Very pleased to announce that our paper on using machine learning to bias correct sea ice simulations is now published in #GRL doi.org/10.1029/2023GL… @M2LInES @Princeton @theAGU
🚨 Hey! Remember this article? Well we have a follow-up pre-print showing how, when implemented in online simulations, this CNN can systematically reduce sea ice biases! Here's a snapshot comparing SIC errors relative to the free-running model @M2LInES arxiv.org/abs/2310.02488
Come check out my #AMS2024 talk about @EarthmoverHQ's Arraylake platform today at 4:30pm, room 336!
A projection of #AMS2024 AI room capacity vs actual audience over the years.
New from Earth2 research @nvidia: Intercomparing probabilistic skill across AI weather models can be hard. @NoahBrenowitz has a crafty solution - lagged ensembles in Earth2MIP. Paper: arxiv.org/abs/2401.15305. Code: github.com/NVIDIA/earth2m…. Or come to my AMS talk on Wed 1/31.
Check out our new paper led by @hapahlavan on "offline-online learning" of parameterizations (via ensemble Kalman inversion) for climate/turbulence to address shortcomings of supervised learning (instabilities, small data, imperfect coarse-graining ...) doi.org/10.1029/2023GL…
If you think of a GRIB2 file as the world's absolute worst protobuf collection, it's not that bad of a format to deal with...
Maybe I'm the problem: I want my work to influence domain scientists (and get sensible reviews), so I rarely submit to ML conferences (and thus don't get asked to review). 🤷
@shoyer This is a fundamental problem with the ML community now - trying to learn domain sciences directly, rather than building a collaborative network with domain groups that have been invested in (simpler) ML for a while and have translational expertise
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