ML4ESM
Starter pack for those working in or adjacent to Machine Learning for Earth System Modeling
Created by
@jlin404.com
@ferranalet.bsky.social
Research Scientist at Google DeepMind; AI for Science and Sustainability Prev: PhD @csail.mit.edu
@adcroft.bsky.social
Research Oceanographer @ Princeton University, affiliate NOAA-GFDL | Physical oceanography, numerical methods, climate | astrophotography, sci-fi, food, wine, bourbon, coffee (probably should be in opposite order)
@stephanmandt.bsky.social
AI Professor @UCIrvine | Formerly @blei_lab, @Princeton | #GenAI, #Compression, #AI4Science | General Chair @aistats_conf 2025 | AI Resident @ChanZuckerberg
@ai4pex.bsky.social
We are a consortium of 19 institutions from all over Europe involved in the Horizon Europe funded project: Artificial Intelligence and Machine Learning for Enhanced Representation of Processes and Extremes in Earth System Models. https://ai4pex.org
@climateainordics.com
Climate AI Nordics unites researchers to develop AI solutions for climate change mitigation and adaptation, focusing on sustainability, resilience, and justice. Efforts include rewilding, emissions reduction, and fostering Nordic collaboration.
@jakehlee.com
Data Scientist @ NASA/Caltech Jet Propulsion Laboratory, Machine Learning for Earth and Space Science. EMIT Imaging Spectroscopy (Clouds & CH4), Euclid Cosmology. Volunteer robotics head coach FRC 2404.
@climatechangeai.bsky.social
Tackling climate change with machine learning. We facilitate cooperation and provide resources for those working in this area. Share is not endorsement. // https://www.climatechange.ai/
@estherrolf.bsky.social
Assistant Professor of CS at CU Boulder. I research statistical & geospatial machine learning.
@lightningai.bsky.social
The AI development platform - From idea to AI, Lightning fast ⚡️. Creators of AI Studio, PyTorch Lightning... lightning.ai Get help: https://t.co/a69wnEARV9
@zarr.dev
Chunked, Compressed, & Cloud-native N-dimensional arrays See https://zarr.dev/ for more information.
@ralagerwx.bsky.social
He/him | Meteorologist using AI and machine learning | Ultra-running | Cycling | Mountains | Heavy metal | Cats | #LeafsForever
@tom-andersson.bsky.social
Research Engineer at Google DeepMind; Building AI for climate change mitigation & adaptation; he/him
@bayesicallyalex.bsky.social
Assistant Professor at UW Atmospheric and Climate Science Atmospheric Chemistry & Carbon Cycle https://alexjturner.github.io/
@thomasmgeo.bsky.social
Working on the intersection of Earth Systems Science and AI/ML. Interested in education, teaching, and python. Currently at NSF Unidata, these views are my own :).
@thomasjung.bsky.social
Head of Climate Dynamics and Vice-Director at AWI | Professor for Physics of the Climate System at University of Bremen | Interested in: Climate physics, climate change, kilometre-scale modelling, storylines, climate AI
@amaz.bsky.social
Atmospheric Scientist (via CSUx2 & UGA). Enjoyer of ⛈️❄️🐱🏔️🏃♀️ (personal account)
@beccawillett.bsky.social
https://willett.psd.uchicago.edu/ Worah Family Professor, University of Chicago National Institute for Theory and Mathematics in Biology (https://www.nitmb.org/) Institute for AI in the Sky (SkAI, https://skai-institute.org/)
@bleilab.bsky.social
Machine learning lab at Columbia University. Probabilistic modeling and approximate inference, embeddings, Bayesian deep learning, and recommendation systems. 🔗 https://www.cs.columbia.edu/~blei/ 🔗 https://github.com/blei-lab
@agu.org
AGU is a global community supporting more than half a million advocates and professionals in Earth and space sciences.
@ritwikgupta.bsky.social
Ph.D. Student at Berkeley AI Research | AI for Chaotic Environments and the Dual-Use Governance of AI
@borrrrrrrrrris.bsky.social
boris with 10 r's (handles with fewer r's were taken). ML for weather (prev health) @ Google. into guitars, sci fi, parenting, lolz. i make rock music for kids: https://open.spotify.com/artist/43Np3yVcbFcW4Uyn9C2MPe?si=gsh99-beRTSafXO_PxaSgg
@rlacombe.bsky.social
AI/ML⚡️& ChemE 🧪 @ Stanford. Past: founder Plume Labs (acquired by AccuWeather). Don’t be fooled by the tweets that I’ve got I’m still I’m still @rlacombe on X (and here). -> https://romainlacombe.com
@fernandoperez.org
Open source, open science, AI in science for earth/ice and healthcare. IPython creator, @projectjupyter.bsky.social and 2i2c.org co-founder. Prof @ UC Berkeley Stats, director of @ucbids.bsky.social, co-director @schmidtdse.bsky.social; LBL scientist.
@bjornlutjens.bsky.social
Postdoc@MIT (he/him). Research in machine learning and Earth system modeling 🌎 https://blutjens.github.io/
@philipstier.bsky.social
Climate researcher, Professor of Atmospheric Physics @oxfordphysics.bsky.social Director @intelligentearth.bsky.social
@arvindmohan.bsky.social
Scientific ML for PDEs, Fluid Dynamics & Earth Sciences. Scientist @ Los Alamos National Lab. Aerospace Engineer and Mountaineer. Opinions my own, not LANL/ US DOE
@willjgregory.bsky.social
Postdoc @Princeton University (GFDL) | stats & sea ice | he/him Website: https://William-gregory.github.io
@davidalee.bsky.social
Perpetual idealist and fixer of problems Causal Discovery/ML in Climate 🌊 | Adjunct Professor in Economics at Adelphi University 💹 Past: New York State Legislature oceans and political economy are based https://github.com/DALEE9000
@glouppe.bsky.social
AI for Science, deep generative models, inverse problems. Professor of AI and deep learning @universitedeliege.bsky.social. Previously @CERN, @nyuniversity.
@francois-rozet.bsky.social
datamancer, generative models, bayesian inference, dynamical systems, open-source software, phd with @glouppe.bsky.social
@yannquilcaille.bsky.social
Climate scientist. Postdoc at @ethzurich.bsky.social, former postdoc at @iiasa.ac.at Speciality: #Climate #emulator, climate #extremes, sustainable economy, climate #litigation. LinkedIn: YannQuilcaille X/Twitter: @YQuilcaille Posts are my own.
@marccoru.bsky.social
Assistant Professor Machine Learning & Remote Sensing at Wageningen University, NL
@msftresearch.bsky.social
We advance science and technology to benefit humanity. http://microsoft.com/research
@anthropic.com
We're an Al safety and research company that builds reliable, interpretable, and steerable Al systems. Talk to our Al assistant Claude at Claude.ai.
@ai2.bsky.social
Breakthrough AI to solve the world's biggest problems. › Join us: http://allenai.org/careers › Get our newsletter: https://share.hsforms.com/1uJkWs5aDRHWhiky3aHooIg3ioxm
@copernicusecmwf.bsky.social
The #CopernicusClimate Change Service (#C3S) & #CopernicusAtmosphere Monitoring Service (CAMS), implemented by @ecmwf.int on behalf of the European Commission.
@fionaspuler.bsky.social
PhD student working on causal machine learning methods to study long-range predictability in the climate system @UniversityofReading @AlanTuringInstitute @ECMWF open-source software and climate information - causal inference - representation learning
@rachelfurner.bsky.social
I'm a research scientist looking at data-driven/ML ocean models. Recent promotion to Dr! Parent to two adorable small humans. No idea what free-time is anymore... but I used to enjoy baking and reading, and one day will return to these hobbies!
@ewanpinn.bsky.social
AI for Earth System Science, Weather & Climate. Land surface processes & Data Assimilation. Python & data pipelines. ECMWF.
@docmilanfar.bsky.social
Distinguished Scientist at Google. Computational Imaging, Machine Learning, and Vision. Posts are personal opinions. May change or disappear over time. http://milanfar.org
@oceanographer.bsky.social
Oceanographer, climate and ocean modeler, interested in ML for climate and LLMs. Senior scientist at AWI. Working on FESOM2 unstructured ocean model, km-scale climate modelling, data visualisation. More info: https://koldunovn.github.io/
@earthmover.io
the cloud platform for weather and climate data teams https://earthmover.io/
@neuripsconf.bsky.social
The Thirty-Eighth Annual Conference on Neural Information Processing Systems will be held in Vancouver Convention Center, on Tuesday, Dec 10 through Sunday, Dec 15. https://neurips.cc/
@colah.bsky.social
Reverse engineering neural networks at Anthropic. Previously Distill, OpenAI, Google Brain.Personal account.
@alistairwhite.bsky.social
PhD Student at TUM and PIK working on physics-constrained machine learning for weather and climate modeling. Currently visiting Caltech.
@jbhuang0604.bsky.social
Associate Professor at UMD CS. YouTube: https://youtube.com/@jbhuang0604 Interested in how computers can learn and see.
@savannahferretti.bsky.social
phd candidate @uciess • alum @cornelleas • climate scientist and diversity, equity, and inclusion advocate #fairucnow • views my own (she/her)
@jhayron.bsky.social
Earth system scientist using AI - 4th year Ph.D. Student at the University of Maryland https://www2.atmos.umd.edu/~jhayron/
@dpkingma.bsky.social
Research scientist at Anthropic. Prev. Google Brain/DeepMind, founding team OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD. Website: dpkingma.com
@brajard.bsky.social
Senior Researcher at the Nansen Center in Bergen. Working with machine learning, Earth System modeling, and data assimilation.
@esm2025.bsky.social
🌍 H2020 EU project developing the next-generation of Earth system models in support of the Paris Agreement. From groundbreaking research to policymaking & education. 🌐 www.esm2025.eu | #ClimateResearchNet
@rybchuk.bsky.social
Atmospheric and ML researcher at NREL, focused on wind energy | Formerly CU Boulder | he/him
@tquaife.bsky.social
Professor of Earth System Science, University of Reading and UK National Centre for Earth Observation.
@dougmcneall.bsky.social
I'm a climate scientist. | UK Met Office & University of Exeter | UQ, emulation and ML |Countering mis/disinfo dougmcneall.com
@ckoven.bsky.social
Climate and carbon cycle scientist. I help make computer models of the biosphere and experiment on them so that we don't have to on the real one. https://scholar.google.com/citations?user=fB5Lnz4AAAAJ
@ladyfortran.bsky.social
Ecological modeler and Fortran enthusiast. she/her NSF NCAR #forests #climatechange
@rosieafisher.bsky.social
Land surface modeller, because the land is where most of the fun things happen. @CICERO, Oslo. Co-chair of the Community Land Model. Open science enthusiast. Humanist. Partly functioning ears & eyes. Talks lots to compensate... 🇬🇧🇺🇸🇫🇷🇧🇻
@oceancarbon.bsky.social
Ocean carbon, global carbon, climate with models and ML. Professor at Columbia DEES and Lamont-Doherty Earth Observatory.
@akanksha-ahuja.bsky.social
AI on Graphs, Networks, Topologies 👩🏻💻🌎| PhD @Cambridge_Eng @Cambridge_Uni | MSc @CompSciOxford @UniofOxford I Prev @FCC_study, @CMSExperiment, AWAKE @CERN
@irashokar.bsky.social
Probabilistic deep learning for atmospheric dynamics, fluids and dynamical systems || PhD student in Applied Maths, University of Cambridge || UKRI CDT in AI for Environmental Risks || website: https://www.damtp.cam.ac.uk/user/is500
@christophmolnar.bsky.social
Author of Interpretable Machine Learning and other books Newsletter: https://mindfulmodeler.substack.com/ Website: https://christophmolnar.com/
@zhonghuazheng.bsky.social
Assistant Professor in Data Science & Environmental Analytics @The University of Manchester | Editor, Atmospheric Chemistry and Physics (ACP) | zhonghuazheng.com Urban Climate & Air Quality/Aerosol Modelling NCAR ASP Fellow, Columbia PDRA, UIUC MCS+PhD
@simon-driscoll.bsky.social
Senior Research Associate, Department of Applied Mathematics and Theoretical Physics, University of Cambridge. DPhil (PhD) Oxford Physics. Reading Uni (SASIP Project, 2021-25, Schmidt Sciences). Advisor Arctic Basecamp. ML/AI, physics, climate.
@rblourenco.bsky.social
Remote Sensing Scientist 🛰️🌍 Ph.D. Candidate at McMaster University 🇧🇷 Brazilian in Canada 🇨🇦 Communications Editor, @envdatascience.bsky.social More: https://about.me/ricardobarroslourenco
@kratzert.bsky.social
Research Scientist @ Google Research. Working on the intersection of machine learning and hydrology. Located in Vienna, Austria.
@willharcourt.bsky.social
Interdisciplinary Fellow at the University of Aberdeen. Digital twinning of the cryosphere. Earth Observation 🛰️, Glaciology 🧊, and Artificial Intelligence 🖥️.
@paulaharder.bsky.social
ML Scientist for atmospheric composition forecasting at ECMWF | PhD CS | Mila | paulaharder@github.io
@dopplershift.bsky.social
I'm a weather-focused software engineer and career Pythonista. Opinions are my own, yada yada.
@drjosephhardin.bsky.social
Apple Weather Forecasting EM. Machine learning and weather research.
@metpy.bsky.social
Official BlueSky account of MetPy, a Python toolkit for meteorology. Sponsored by Unidata and NSF-funded. Community discussions at: https://github.com/Unidata/MetPy/discussions
@masseyjeff.bsky.social
Amazon Weather Team Lead | PNW weather weenie | Stevens Pass skier
@milescranmer.bsky.social
AI + Astro/Physics. Assistant Prof at Cambridge. astroautomata.com/
@raspstephan.bsky.social
@wundersooner.com
Research scientist at Google Research. Meteorologist from Penn St., OU, and NM Tech. All opinions are my own, not my employers.
@patrickkidger.bsky.social
I do SciML + open source! 🧪 ML+proteins @ http://Cradle.bio 📚 Neural ODEs: http://arxiv.org/abs/2202.02435 🤖 JAX ecosystem: http://github.com/patrick-kidger 🧑💻 Prev. Google, Oxford 📍 Zürich, Switzerland
@rabernat.bsky.social
Scientist and Startup Founder Co-Founder and CEO @Earthmover @pangeo_data steering council member ex-Professor @Columbia @LamontEarth
@mikepritchard.bsky.social
Director of Climate Simulation Research at NVIDIA and Professor of Earth System Sciences at UC Irvine. Let’s make better use of modern AI and HPC, improve the Earth simulation technology stack, and better understand cloud climate feedbacks.
@mvanlierwalq.bsky.social
atmospheric scientist trying to make clouds more fluffy, rain more wet, and climate models more climate-y. NYC, NASA/GISS, Columbia, LEAP.
@iclr-conf.bsky.social
International Conference on Learning Representations https://iclr.cc/
@ametsoc.org
AMS is a professional organization that advances the atmospheric and related oceanic and hydrologic sciences in service to society. https://www.ametsoc.org/
@blankabalogh.bsky.social
Climate modeling & AI researcher @ Meteo-France/CNRM. When I’m not coding, I’m probably out running! 📍Toulouse, France
@treichelt.bsky.social
postdoc @ uni oxford. machine learning. climate. statistics. web: treigerm.github.io
@egu.eu
European Geosciences Union is the leading organisation supporting Earth, planetary & space science researchers in Europe. #EGU25 27 April - 2 May 2025. Online Mon-Fri 10-5 CET.
@lauramansfield.bsky.social
Researcher in AI for climate and weather modelling. Schmidt AI in Science Postdoctoral Fellow at University of Oxford