CliMA
89 posts

CliMA
@ClimateMachine
An alliance of scientists and engineers @caltech @mit and @nasajpl building the first Earth system model that automatically learns from diverse data sources.
Pasadena, CA Sumali Kasım 2018
115 Sinusundan1.2K Mga Tagasunod

Wishing so much happiness to all at #Caltech2023 commencement. Congratulations to our CliMA family Haakon, Ronak, and Dr. Ignacio 💙
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A beautiful evening celebrating our #Caltech2023 graduates @CaltechESE 🎉🎉🎉 We are so proud of you and we are so excited for your bright future ahead!

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JAMES @theAGU will have a CliMA Earth System Model special collection. Will open for submissions this June 30. agupubs.onlinelibrary.wiley.com/hub/journal/19…
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The 2023 Julia User & Developer Survey is now open!
Click here to participate: eu-submit.jotform.com/231302658707354
Julia users and #developers are encouraged to participate. The #survey is available in English, Spanish, Chinese (Simplified and Traditional), Japanese and Korean.
#julialang

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One of our goals at CliMA is to use observations to inform our climate model. In this blog post, we give an introduction to ensemble Kalman inversion, a tool we use extensively to achieve this. rb.gy/m87a2
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Next generation Land model developed in CliMA is ready to simulate fluxes and hyperspectral canopy optical properties at the same time. Example of the model simulated solar-induced chlorophyll fluorescence (SIF). Read the blog: clima.caltech.edu/2023/05/01/cli…
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We have launched the CliMA Newsletter. Please click through and join our mailing list. conta.cc/42R9rq7

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Harnessing full power of data and #machinelearning in #EarthSystemModeling requires flexible learning methods to deal with indirect and #noisydata. We demonstrated that #ensembleKalmanprocesses can aid in this challenging task. #JuliaLang tinyurl.com/3xa3t865

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Understanding the probability of #extremeweather events requires specialized statistical tools. CliMA researchers are exploring these for future use with simulations from the CliMA Earth System Model. #uncertainty #simulation #sampling #bootstrapping clima.caltech.edu/2022/09/30/how…
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I am very excited to start my new postdoc position at @Caltech with @chr_fronge today, working on the new Earth System Model @ClimateMachine written entirely in @JuliaLanguage.
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GRIDDINGMACHINE is a new database and software to share global datasets. We aim to maximally reduce the time used to find and access datasets. clima.caltech.edu/2022/08/19/gri… #JuliaLang #MATLAB #GNUoctave #pythonprogramming #Rprogramminglanguage

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How do we know if extreme weather events can be attributed to climate change?
Tapio Schneider, of @ClimateMachine, answers:
scienceexchange.caltech.edu/topics/sustain…
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Check out the stellar research one of our @Caltech SURF students completed this summer! Stay tuned for more!
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At CliMA, we've developed an automated algorithm that finds when, and where, we should collect data to best inform climate models clima.caltech.edu/2022/07/21/how…

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Tools from weather forecasting at the backend of exposure notification apps can help individuals assess their infection risks and can be used to manage and control future epidemics.
@ClimateMachine
plos.io/3Ou1Y92
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Climate-physics-curious? Sign up for the new GPC virtual seminar series! Prof.
Tapio Schneider and Prof. @MorganEONeill will be speaking on July 20th and August 17th! @ClimateMachine @APSphysics
engage.aps.org/gpc/resources/…
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Methods from Weather Forecasting Can Be Adapted to Assess Risk of COVID-19 Exposure
clima.caltech.edu/press-media/

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