Mike Pritchard @SciPritchard
Director of Climate Simulation Research for NVIDIA, Associate Prof at UC Irvine. Enthused about Earth system science, HPC, machine learning. Views are my own. Encinitas, CA Joined November 2009-
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Jason Stock delightfully surprised us with how much reasonable multiscale tropical rainfall variability can be generated with global autoregressive diffusion models trained only on satellite based rainfall products - a fun @nvidia Earth-2 research internship result. Paper👇
Jason Stock delightfully surprised us with how much reasonable multiscale tropical rainfall variability can be generated with global autoregressive diffusion models trained only on satellite based rainfall products - a fun @nvidia Earth-2 research internship result. Paper👇
This is our first step towards modernizing parameterization/data assimilation. We believe that differentiable programming can unlock new potentials in #AI4Science research. Looking forward to discussions at ICLR2024 workshop on AI4DifferentialEquations in Science!
This is our first step towards modernizing parameterization/data assimilation. We believe that differentiable programming can unlock new potentials in #AI4Science research. Looking forward to discussions at ICLR2024 workshop on AI4DifferentialEquations in Science!
My colleagues at @PNNLab are seeking a postdoctoral scientist to help with the development of Machine Learning components of cloud physics schemes across scales from weather to climate. Please see: careers.pnnl.gov/jobs/8751
A new published article, led by @oliwm, investigates direct learning of heating/moistening rates from a coarsened 3 km (realistic topography!) storm-resolving simulation for use in a 200 km global climate model. 🌡🌧🌐 agupubs.onlinelibrary.wiley.com/doi/10.1029/20…
We live in such strange times. Apple, a company famous for its secrecy, published a paper with staggering amount of details on their multimodal foundation model. Those who are supposed to be open are now wayyy less than Apple. MM1 is a treasure trove of analysis. They discuss…
📢LEAP's Summer Programs are now open for applications!📢 💻Click for more details: ** 2024 REU (undergrads): bit.ly/3SPg1cs ** 2024 Momentum Fellowship (doctoral students): bit.ly/3UObHNb #LEAPEducation #community #SummerIsComing @NSF @columbiaclimate @CUSEAS
My team at Google is looking to hire a PhD student intern for research on AI-based coupled Earth system modeling. This would be a full-time ~3 month position in summer or fall 2024 working in-person in Cambridge, MA with @dkochkov1 and @janniyuval.
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.
We're seeking a Postdoctoral Scholar with a passion for researching compound coastal flood risk assessment. Explore more details here: recruit.ap.uci.edu/JPF08823 RT would be much appreciated.
It's been 50 years since the Global Atmospheric Research Programme Atlantic Tropical Experiment (GATE)!! Want to learn more? Check out the GATE 50th Anniversary Celebration at the @ametsoc Annual Meeting: annual.ametsoc.org/index.cfm/2024… #AMS2024
My warm & friendly academic home department @uciess @UCIPhysSci @UCIrvine is searching for a new atmospheric science assistant professor. We'll start reviewing applications in the coming weeks and it's not too late to apply. Please spread the word. recruit.ap.uci.edu/JPF08736
I’m at #AGU2023 near Poster 670 all morning. Swing by if you’d like to say hi or discuss ClimSim - our #NeurIPS2023 award winning benchmark dataset for hybrid physics-#ML climate simulation - fun big team project with @LeapStc @nvidia @M2LInES @exascaleproject @allen_ai & more.
I’m at #AGU2023 near Poster 670 all morning. Swing by if you’d like to say hi or discuss ClimSim - our #NeurIPS2023 award winning benchmark dataset for hybrid physics-#ML climate simulation - fun big team project with @LeapStc @nvidia @M2LInES @exascaleproject @allen_ai & more.
Major congratulations to @uciess Dr @SungdukYu + Prof @SciPritchard + colleagues for winning Best Paper Benchmark Award at the AI conference #NeurIPS for work at interface of AI and climate. ClimSim: physics + ML for climate @LeapStc @exascaleproject
Major congratulations to @uciess Dr @SungdukYu + Prof @SciPritchard + colleagues for winning Best Paper Benchmark Award at the AI conference #NeurIPS for work at interface of AI and climate. ClimSim: physics + ML for climate @LeapStc @exascaleproject https://t.co/thnRmeOMO0
Meanwhile, @NeurIPSConf, ✨ClimSim won the Outstanding #Datasets & Benchmarks Track Award!✨ 🎉 Congratulations to @SungdukYu for taking the lead on this important paper! Hear him talk about #ClimSim on WEDNESDAY Dec. 13th @ 1:45p (CDT) + peep his poster from 3-5p (CDT). (1/4)
Thank you #NeurIPS for elevating our benchmark ClimSim with a Best Paper Award! A passion project spanning my roles at @uci @LeapStc, @exascaleproject & @NVIDIAAI with @berkeley_ai @M2LInES & more. @SungdukYu speaks on Wed am or find me at our poster #AGU2023 the next morning.
Thank you #NeurIPS for elevating our benchmark ClimSim with a Best Paper Award! A passion project spanning my roles at @uci @LeapStc, @exascaleproject & @NVIDIAAI with @berkeley_ai @M2LInES & more. @SungdukYu speaks on Wed am or find me at our poster #AGU2023 the next morning.
So great to see this emergence of a multi climate model benchmark dataset for training ML surrogates of the world’s vetted, government climate projections. Congratulations @JuliaKaltenborn @david_rolnick & co, excited to learn more!
So great to see this emergence of a multi climate model benchmark dataset for training ML surrogates of the world’s vetted, government climate projections. Congratulations @JuliaKaltenborn @david_rolnick & co, excited to learn more!
I will be giving a talk on NeuralGCM (NG31A-06) at 9:25am on Wednesday morning at the session on "Machine Learning Subgrid-Scale Parameterizations." Or come by at 3:30pm on Wednesday when I'll give the talk again at the Google booth.
I will be giving a talk on NeuralGCM (NG31A-06) at 9:25am on Wednesday morning at the session on "Machine Learning Subgrid-Scale Parameterizations." Or come by at 3:30pm on Wednesday when I'll give the talk again at the Google booth.
Respect the strategic intent of this search @UWAtmosSci — great opportunity here for those on the faculty job market with expertise in AI and atmospheric science!
Respect the strategic intent of this search @UWAtmosSci — great opportunity here for those on the faculty job market with expertise in AI and atmospheric science!
📢 Machine Learning faculty openings at UC Irvine 📢 This is a great year to apply since we seek to fill multiple positions in AI/ML. Join a great department in a fantastic location! recruit.ap.uci.edu/JPF08642
Pierre Gentine @PierreGentine
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1K Followers 1K Following Atmospheric Data Scientist @argonne - @ValpoWeather + @ATMS_Illinois Alum - ΛΧΑ-ΙΣOliver Watt-Meyer @oliwm
436 Followers 232 Following Lead Research Scientist for Climate Modeling @allen_ai | Previously postdoc @UW | PhD @UofT | Opinions my ownDr. Mathew Barlow @MathewABarlow
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0 Followers 20 FollowingSonja Kubicki @SonjaKubicki
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213 Followers 344 Following Doctor of Sustainable Environmental Studies. My tweet is personal; sometimes for art and usually for marine science. https://t.co/IJ2CJ9tZRiWuyang Chen @WuyangC
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0 Followers 7 FollowingTimeSinkDone @TimeSinkDone
246 Followers 2K FollowingJuan Nathaniel @juannat7
49 Followers 56 Following PhD @Columbia | Previously @IBMResearch, @NUSingaporeabhirup khanna @AbhirupKhanna
1 Followers 104 Following Assistant Prof. working on AI for sustainable solutions 🌍 | Passionate about ML, climate resilience, and equitable innovation 🤖| #AI #ML #SustainabilityKamran Anwar @Kamrank27675302
503 Followers 3K Following Msc Petroleum Geology | @UetLahore| #PetroleumGeologist|#PractitionerDatascientist| #Dataanalyst #Freethinker #philgynistElon musk @EMusk62902
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2K Followers 537 Following Asst. Professor at U. Wisconsin-Madison. Puertorriqueño 🇵🇷. Tropical Meteorology, #DEI, outreach. Running, biking, outdoors. Views my own.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 |Kris Karnauskas @OceansClimateCU
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4K Followers 1K Following Professor and Chair @UW_AOS . Meteorology, Ecology, Climate Sci (Biosphere-Atmos) Parent to 3 kid chaos. Editor, @JGRBiogeo. @[email protected]Dr. Rosimar Rios-Berr.. @RosimarWx
2K Followers 529 Following Boricua 🇵🇷 | Atmospheric scientist at @NCAR_Science | @UAlbanyDAES & @UPRM alumna | Hiking, running, & yoga enthusiast | Views are my ownAmerican Meteorologic.. @ametsoc
37K Followers 398 Following AMS is a professional organization promoting the advancement of the atmospheric and related oceanic and hydrologic sciences.Dr. Jane W. Baldwin @janewbaldwin
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189 Followers 600 Following @ml4esmworkshop PhD candidate at UC Irvine's Department of Earth System Science working on hybrid physics-ML climate simulations. Views my own.UC Irvine @UCIrvine
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84 Followers 394 Following Machine learning for physics and climate. PhD Student @TU_Muenchen and @PIK_Climate.Gilles Louppe @glouppe
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173 Followers 432 Following Research Scientist at AI2 Climate Modeling PhD ETH Zurich Unordered list: computers, ML, 🪕, booksSebastian Lerch @lerch_sn
273 Followers 167 Following Young investigator group leader at @KITKarlsruhe, interested in probabilistic forecasting, statistics, machine learning and interdisciplinary applicationsNinja Love @NinjaLoveSD
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32 Followers 51 Following Graduate student at @Princeton University (He/him)Jussi Leinonen @jsleinonen
265 Followers 299 Following Clouds and precipitation, remote sensing and machine learning - Dad, husband - Opinions mine, not my employer'sMax Puelma Touzel @mptouzel
562 Followers 1K Following undisciplined data science of human behav.• statistical inference & decision-making/RL• AI for social good via socialscience• @Mila_Quebec• https://t.co/wJpI6GPNDFMohamed Aziz Bhouri @aziz_bhouri
54 Followers 91 Following NSF AGS-PRF fellow Postdoctoral Researcher @Columbia University, in @PierreGentine lab, #BayesianModeling, #MachineLearning, #climate and #FiniteElementMethods.CAL FIRE/San Diego Co.. @CALFIRESANDIEGO
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680 Followers 0 Following Chief Scientist and Senior Vice President of Research at NVIDIA. Former Chair of Computer Science at Stanford University. Former Professor of CS at MIT.Association for Compu.. @TheOfficialACM
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113 Followers 171 Following Climate Modeler. Born at 320ppm. Opinions are my own.Kara Lamb @karadlamb
144 Followers 220 Following Associate Research Scientist at Columbia University studying aerosols, cloud physics, & machine learning.Brian Tang @btangyWx
4K Followers 536 Following Associate professor of atmospheric science @UAlbanyDAES. My research focuses on hurricanes and severe weather. Hockey player, skier, and hiker.Jamon Van Den Hoek @JamonVDH
2K Followers 1K Following Conflict Ecology • Monitoring armed conflict, refugee landscapes, and long-term enviro change from space • Assoc Prof of Geography at Oregon StateWill Gregory @willjgregory_
314 Followers 448 Following Postdoc @Princeton University (GFDL) | stats & sea ice | he/himThomas Rackow 🧊 @thomas_rackow
2K Followers 3K Following Scientist @ECMWF (previously @AWI_de): climate & ocean variability, modelling, and its visualisation. #art and music enthusiast. #icebergs #scicommAndrew Wiebe @ajw42
64 Followers 598 Following atmospheric scientist, climate scientist, technologist, data scientist, dad, entrepreneur.Amanda Bowden @abowden_wx
370 Followers 753 Following || @doecsgf 𝟸𝟶𝟸𝟹 𝙵𝚎𝚕𝚕𝚘𝚠 ⚡️|| @CUBoulderATOC 𝙿𝚑𝙳 ⛈️|| @CSUAtmosSci 𝙼.𝚂. 🌊 || @UGAAtmosSci 𝙱.𝚂. 🌡️ || @NWSGuam 𝙿𝚊𝚝𝚑𝚠𝚊𝚢𝚜 ‘𝟷𝟿 🇬🇺 ||Aaron Piña @AaronJPina
1K Followers 1K Following Nat'l Program Lead for Atm Sci + Fire Wx Research at USFS | wx modeling | pollution transport | high-end computing | #SciPol | DEIJA in STEM | opinions are mineChristian Hundt @koalalesque
177 Followers 253 Following Physicist and Computer Scientist with a passion for geometric aspects of Deep Learning. GPU addict and envangelist, especially the green ones.Savannah Ferretti @savferretti
84 Followers 74 Following phd candidate @uciess • alum @cornelleas • climate scientist and diversity, equity, and inclusion advocate #fairucnow • views my own (she/her)I'm excited to share a new paper in @ScienceAdvances led by UW's @VTCoop showing that the last ice age provides much stronger constraints on Earth's climate sensitivity and future warming when ice-sheet driven temperature patterns are accounted for. science.org/doi/10.1126/sc…
Hopping on the data driven weather model train, here is a *very advanced* 10 min cloud forecast 😂 . The negative time frames are the input, frame 0 the forecast. Encouraging to see different cloud motions properly interpolated
The ability to observe distinct phytoplankton populations from space will transform our understanding of ocean ecosystems. Congrats to the PACE team!
Just in – data from our newest Earth-observing satellite, PACE! With PACE data, scientists can study microscopic life in the ocean and particles in the air, allowing us to monitor ocean health, air pollution, and impacts of climate change. More: go.nasa.gov/4aNNGe2
Math talking to bare metal in the purest way. @karpathy makes AI education not only accessible, but also elegant. I'm reading through the code like a work of art.
Have you ever wanted to train LLMs in pure C without 245MB of PyTorch and 107MB of cPython? No? Well now you can! With llm.c: github.com/karpathy/llm.c To start, implements GPT-2 training on CPU/fp32 in only ~1,000 lines of clean code. It compiles and runs instantly, and exactly…
A new published article, led by @oliwm, investigates direct learning of heating/moistening rates from a coarsened 3 km (realistic topography!) storm-resolving simulation for use in a 200 km global climate model. 🌡🌧🌐 agupubs.onlinelibrary.wiley.com/doi/10.1029/20…
New paper in @PNASNews led with @cristiproist shows that a weird spatial pattern of temperature change has slowed global-mean warming since 1980. Because the pattern could evolve in the future, observed warming doesn’t help us constrain long-term warming. pnas.org/doi/10.1073/pn…
@SciPritchard @uciess @kristen_a_davis @stanforddoerr Thanks Mike. You are a terrific colleague, and I’ll miss having you around.
@NoahBrenowitz You could totally frame that and sell it at a local art show or gallery...
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."
Amidst the #Sora buzz, let me out the pioneering work by Ruihan Yang and Prakhar Srivastava on #VideoDiffusion. Their March 2022 paper, the first one on arXiv, received less attention than concurrent work due to two conference rejections. Check it out: arxiv.org/abs/2203.09481…
We are still working on the documentation, as well as the code/model release for the NeuralGCM project. Stay tuned!
New open source release from my team at Google: Dinosaur, a differentiable dynamical core for global atmospheric modeling, written in JAX: github.com/google-researc… Dinosaur is a core component of NeuralGCM and we hope it is useful for the weather/climate research community.
#AMS2024 If you need to call ML from Fortran, please check out github.com/nbren12/call_p…. It's been used to test ML parameterizations online for years in FV3, SAM, etc. Please don't let your research be blocked or slowed because "it feels wrong to call python from fortran".
This is super cool work.
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.
A projection of #AMS2024 AI room capacity vs actual audience over the years.
It's been 50 years since the Global Atmospheric Research Programme Atlantic Tropical Experiment (GATE)!! Want to learn more? Check out the GATE 50th Anniversary Celebration at the @ametsoc Annual Meeting: annual.ametsoc.org/index.cfm/2024… #AMS2024
10 years ago my father passed away. Today his former medical students wrote a very touching note in the local newspaper saying that “his constant search for innovation, and patient and kind teaching/advising had a strong impact on them and they are grateful today”. A proud son.
I'm 100% convinced that having more benchmark datasets like this will really help progress the use of AI for climate simulation. Proud to have played a small part in this amazing effort.
Thank you #NeurIPS for elevating our benchmark ClimSim with a Best Paper Award! A passion project spanning my roles at @uci @LeapStc, @exascaleproject & @NVIDIAAI with @berkeley_ai @M2LInES & more. @SungdukYu speaks on Wed am or find me at our poster #AGU2023 the next morning.
If you have time, go see this poster. Really impressive work for people that need to train ML models that use climate data. #agu23
I’m at #AGU2023 near Poster 670 all morning. Swing by if you’d like to say hi or discuss ClimSim - our #NeurIPS2023 award winning benchmark dataset for hybrid physics-#ML climate simulation - fun big team project with @LeapStc @nvidia @M2LInES @exascaleproject @allen_ai & more.
🚨 We are looking for motivated interns with a strong machine learning background to join us at NVIDIA Research to work on ML and AI for science. If you want to work on exciting projects and have practical experience training ML models (neural operators, diffusion models, deep…