ForceSMIP Hackathon
August 29-31, 2023
ETH Zürich, Zurich, Switzerland
AND
National Center for Atmospheric Research, Boulder, USA
August 29-31, 2023
ETH Zürich, Zurich, Switzerland
AND
National Center for Atmospheric Research, Boulder, USA
ForceSMIP Hackathon, ETH Zurich
ForceSMIP Hackathon, National Center for Atmospheric Research
Note that a limited virtual participation option is available. Virtual participants will be given access to recorded lectures and can join for a handful of plenary discussion sessions noted on the agenda.
July 3, 2023: Deadline to Register for ForceSMIP Hackathon and apply for travel support
mid July: Notification of participation and travel support for early registration applicants
July 31, 2023: Final deadline to Register for ForceSMIP Hackathon (after the July 3rd deadline, applicants will be accepted on a first come, first served basis until space is filled)
August 29-31, 2023 (approx. 9:00-17:00 local time): Hackathon in Zurich, Switzerland or Boulder, CO, USA.
March 1, 2024: Deadline to submit Tier 1 ForceSMIP contributions (developed at the hackathon or separately).
Elizabeth Barnes (B): Machine learning methods for climate science
Clara Deser (B): Large ensembles; simple methods for forced response estimation
Robert Jnglin Wills (Z): EOF analysis; pattern recognition based on linear discriminant analysis
Matt Newman (B): Linear inverse models
Sebastian Sippel (Z): Optimal fingerprinting; regularized regression
Laurent Terray (Z): Dynamical adjustment
All talks were recorded. Please reach out to a ForceSMIP organizer for access to the recordings. B or Z indicates whether the lecturer will be in person in Boulder or Zurich, respectively.
At each node, we also had informal tutorials on the ‘nuts and bolts’ related to the hackathon approach, such as: making a training, testing, and validation set; how to cross validate; and how to write reproducible and well-documented code.
For Registration Questions: r.jnglinwills@usys.ethz.ch
Zurich Organizing Team:
Robert Jnglin Wills r.jnglinwills@usys.ethz.ch
Sebastian Sippel sebastian.sippel@uni-leipzig.de
Boulder Organizing Team:
Clara Deser cdeser@ucar.edu
Karen McKinnon kmckinnon@ucla.edu
Adam Phillips asphilli@ucar.edu
Stephen Po-Chedley pochedley1@llnl.gov