Difference between revisions of "Machine learning related to GEOS-Chem"
From Geos-chem
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− | == | + | All users interested in the use of Machine Learning within the GEOS-Chem community are encouraged to subscribe to the chemistry email list (click on the link in the [[#Contact information|contact information section]] below). |
+ | |||
+ | {| border=1 cellspacing=0 cellpadding=5 | ||
+ | |-valign="top" | ||
+ | !width="300px" bgcolor="#CCCCCC"|Machine Learning in GEOS-Chem support | ||
+ | |width="600px"| | ||
+ | *[http://www.york.ac.uk/chemistry/staff/academic/d-g/evansm/ Mat Evans] | ||
+ | *[https://sciences.gsfc.nasa.gov/sed/bio/christoph.a.keller Christoph Keller] | ||
+ | |||
+ | |-valign="top" | ||
+ | !bgcolor="#CCCCCC"|Oxidants and Chemistry Working Group email list | ||
+ | |<tt>geos-chem-oxidants [at] g.harvard.edu</tt> | ||
+ | |||
+ | |-valign="top" | ||
+ | !bgcolor="#CCCCCC"|To subscribe to email list | ||
+ | |Either | ||
+ | *Send an email to <tt>geos-chem-oxidants+subscribe [at] g.harvard.edu</tt> | ||
+ | Or | ||
+ | *Go to the [https://groups.google.com/a/g.harvard.edu/forum/#!forum/geos-chem-oxidants GEOS-Chem Oxidants and Chemistry] | ||
+ | *Click on '''Subscribe to this group''' | ||
+ | |||
+ | |-valign="top" | ||
+ | !bgcolor="#CCCCCC"|To unsubscribe from email list | ||
+ | |Either | ||
+ | *Send an email to <tt>geos-chem-oxidants+unsubscribe [at] g.harvard.edu</tt> | ||
+ | Or | ||
+ | *Go to the [https://groups.google.com/a/g.harvard.edu/forum/#!forum/geos-chem-oxidants GEOS-Chem Oxidants and Chemistry] | ||
+ | *Click on the '''My Settings''' button | ||
+ | *Click on '''Leave this group''' | ||
+ | |||
+ | |} | ||
+ | |||
+ | |||
+ | == GEOS-Chem Machine Publications (please add yours!) == | ||
{| border=1 cellspacing=0 cellpadding=5 | {| border=1 cellspacing=0 cellpadding=5 | ||
|- bgcolor="#cccccc" | |- bgcolor="#cccccc" | ||
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|[https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2018GL081049 A Deep Learning Parameterization for Ozone Dry Deposition Velocities] | |[https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2018GL081049 A Deep Learning Parameterization for Ozone Dry Deposition Velocities] | ||
|14th May 2019 | |14th May 2019 | ||
− | |-} | + | |- |
+ | |[mailto:tomas.sherwen@york.ac.uk Tomas Sherwen] <br> [mailto:mat.evans@york.ac.uk Mat Evans] | ||
+ | |[https://www.earth-syst-sci-data-discuss.net/essd-2019-40/ A machine learning based global sea-surface iodide distribution] | ||
+ | |14th May 2019 | ||
+ | |} | ||
+ | |||
+ | == Current GEOS-Chem Machine Learning Projects (please add yours!) == | ||
+ | {| border=1 cellspacing=0 cellpadding=5 | ||
+ | |- bgcolor="#cccccc" | ||
+ | !width="200px"|User Group | ||
+ | !width="600px"|Description | ||
+ | !width="150px"|Contact Person | ||
+ | !width="100px"|Date Added | ||
+ | |- | ||
+ | |University of York | ||
+ | |Post processing bias corrector | ||
+ | |[mailto:pi517@york.ac.uk Peter Ivatt]<br>[mailto:mat.evans@york.ac.uk Mat Evans] | ||
+ | |14th May 2019 | ||
+ | |- | ||
+ | |Duke University | ||
+ | |Ozone metrics predictor | ||
+ | |[mailto:psk9@duke.edu Prasad Ka Kasibhatla] | ||
+ | |14th May 2019 | ||
+ | |} | ||
+ | |||
+ | == Useful resources (please add your favourites!) == | ||
+ | {| border=1 cellspacing=0 cellpadding=5 | ||
+ | |- bgcolor="#cccccc" | ||
+ | !width="300px"|Resource | ||
+ | !width="600px"|Description | ||
+ | |- | ||
+ | |[https://en.wikipedia.org/wiki/Machine_learning] Wiki Page | ||
+ | |Default Wikipedia ML launch page | ||
+ | |- | ||
+ | |} |
Revision as of 09:38, 14 May 2019
All users interested in the use of Machine Learning within the GEOS-Chem community are encouraged to subscribe to the chemistry email list (click on the link in the contact information section below).
Machine Learning in GEOS-Chem support | |
---|---|
Oxidants and Chemistry Working Group email list | geos-chem-oxidants [at] g.harvard.edu |
To subscribe to email list | Either
Or
|
To unsubscribe from email list | Either
Or
|
GEOS-Chem Machine Publications (please add yours!)
Contact Persons | Paper | Date Added |
---|---|---|
Christoph Keller Mat Evans |
Application of random forest regression to the calculation of gas-phase chemistry within the GEOS-Chem chemistry model v10 | 14th May 2019 |
Sam Silva Colette Heald |
A Deep Learning Parameterization for Ozone Dry Deposition Velocities | 14th May 2019 |
Tomas Sherwen Mat Evans |
A machine learning based global sea-surface iodide distribution | 14th May 2019 |
Current GEOS-Chem Machine Learning Projects (please add yours!)
User Group | Description | Contact Person | Date Added |
---|---|---|---|
University of York | Post processing bias corrector | Peter Ivatt Mat Evans |
14th May 2019 |
Duke University | Ozone metrics predictor | Prasad Ka Kasibhatla | 14th May 2019 |
Useful resources (please add your favourites!)
Resource | Description |
---|---|
[1] Wiki Page | Default Wikipedia ML launch page |