@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
clima.caltech.edu
Joined November 2018
  • Tweets89
  • Following114
  • Followers1.2K
22Media
CliMA retweeted
Caltech Environmental Science and Engineering@CaltechESE16 Jun 2023
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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The 2023 Julia User & Developer Survey is now open! Click here to participate: eu-submit.jotform.com/231302… 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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How do we know if extreme weather events can be attributed to climate change? Tapio Schneider, of @ClimateMachine, answers: scienceexchange.caltech.edu/…

Ask a Caltech Expert: Tapio Schneider on Extreme Weather Events

Extreme event attribution quantifies how likely extreme weather events are with anthropogenic (human-caused) climate change and without it.

scienceexchange.caltech.edu
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CliMA retweeted
Caltech Environmental Science and Engineering@CaltechESE18 Aug 2022
Check out the stellar research one of our @Caltech SURF students completed this summer! Stay tuned for more!
This Post is from an account that no longer exists. Learn more
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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

Epidemic management and control through risk-dependent individual contact interventions

Author summary During the ongoing COVID-19 pandemic, exposure notification apps have been developed to scale up manual contact tracing. The apps use proximity data from mobile devices to automate...

journals.plos.org
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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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And...It's a wrap! The students at the Grad Student Math Modeling Camp @UDelaware did an amazing job, going way above&beyond any expectations. We modeled rain drops💧and snowflakes ❄️ in cloud microphysics processes 🌨️ Important aspects of climate models. @ClimateMachine #mentor
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Join our next Conversations on the Quantum World webinar, "The Power of Quantum Materials," this Wed., May 25 at 11 a.m. Nai-Chang Yeh, Thomas W. Hogan Prof. of Physics, will discuss #quantum materials & why we can expect them in all future tech. Register: caltech.zoom.us/webinar/regi…
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Check out the Differentiable Programming in Julia for Earth System Modeling project (DJ4Earth), a @MIT_CSAIL Julia Lab initiative to render the full @ClimateMachine Climate Model differentiable without requiring significant code changes. dj4earth.github.io/ #sciml #julialang

Home

Welcome to Differentiable programming in Julia for Earth system modeling (DJ4Earth)

dj4earth.github.io
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CliMA retweeted
Caltech Environmental Science and Engineering@CaltechESE5 Oct 2021
Caltech ESE within the Division of Engineering and Applied Science invites applications for a tenure-track faculty position at the assistant professor level. applications.caltech.edu/job…
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How do we know if extreme weather events can be attributed to climate change? Tapio Schneider of @ClimateMachine explains in this piece for #CaltechScienceExchange: scienceexchange.caltech.edu/…
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By leveraging recent advances in the computational and data sciences, researchers at CliMA are developing new methods for calibrating #climatemodels and quantifying their uncertainties.
CliMA@ClimateMachine13 May 2021
clima.caltech.edu/2021/05/13…

Quantifying Parameter and Structural Uncertainty in Climate Modeling

by Sabrina Pirzada, Oliver Dunbar, Alfredo Garbuno Iñigo, Jinlong Wu, and Andre de Souza: Robustly predicting Earth’s climate is one of the most complex challenges facing the scientific community...

clima.caltech.edu
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CliMA retweeted
MIT EAPS@eapsMIT7 May 2021
Climate Modeling Alliance (@ClimateMachine) is all about the future and reinventing Earth system modeling, with MIT, CalTech and others. “We need new approaches, and CliMA is offering a new route forward that should keep us going for decades to come.” bit.ly/3ue4W7n
Phytoplankton swirls reveal underlying currents, eddies, and flows in the ocean. Small-scale turbulent processes like these are crucial to the new climate model.

ALT Phytoplankton swirls reveal underlying currents, eddies, and flows in the ocean. Small-scale turbulent processes like these are crucial to the new climate model.

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Notwithstanding questions of governance and ethics, researchers led by Tapio Schneider of @ClimateMachine suggest "solar geoengineering may not fix the problem if high greenhouse gas emissions continue for more than a century." caltech.edu/about/news/study…

Study: Solar Geoengineering May Not be a Long-Term Solution for Climate Change

New climate science research from Caltech shows that the green technology of seeding the atmosphere with aerosols would not avert long-term effects of climate change.

caltech.edu
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Pretty proud of the amazing work we are doing in @ClimateMachine with the nice and talented teammates I have. Working towards something that is so important to me drives my motivation and passion even further than the natural enthusiasm for math and numerics that I already have.
CliMA@ClimateMachine6 Apr 2021
Our team is currently working on exploring and predicting how the climate will change by creating computer models of the real world. 🌍 @Caltech youtube.com/watch?v=Puifkybe…
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CliMA retweeted
Caltech Environmental Science and Engineering@CaltechESE1 Apr 2021
Great new work by ESE graduate student, Rui Cheng (@Rui_Cheng_)!
Rui Cheng@Rui_Cheng_1 Apr 2021
My recent paper with Lenka Novak and Tapio Schneider @CaltechESE found #California's total annual #precipitation is mostly determined by precipitation frequency. Our model predicts 20/21 is quiet dry in #SoCal, consistent with the observation so far agupubs.onlinelibrary.wiley.…
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For Friday: a not quite Rossby-Haurwitz wave, by the ⁦@ClimateMachine⁩ team.
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Replying to @SamPartee @ChapelLanguage
@ClimateMachine is written in Julia 🚀 #JuliaLang
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CliMA retweeted
Caltech Environmental Science and Engineering@CaltechESE11 Feb 2021
Our home division, Caltech GPS, is hiring for a tenure-track faculty position! Applicants in all area of Earth and/or planetary sciences are welcome and we'd love to see your application! applications.caltech.edu/job…
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A fun Chlorophyll Fluorescence simulation in @JuliaLanguage and our CLiMA land surface model @ClimateMachine. The gif and animate macros are a blessing. Happy New Year!
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