Training course: Data assimilation & Machine Learning
| Monday, 16 March | ||||
| → |
Arrivals
|
ECMWF
Reading
|
15m | |
| → |
Welcome and Introductions
Speakers:
Stephen English
(ECMWF),
Massimo Bonavita
(ECMWF),
William Becker
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Overview of assimilation methods
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Assimilation Algorithms: (1) Basic concepts
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Conventional and actively sensed observations
Speaker:
Sean Healy
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Assimilation Algorithms: (2) 3D-Var
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Welcome cocktail
|
ECMWF
Reading
|
1h 40m | |
| Tuesday, 17 March | ||||
| → |
Assimilation Algorithms: (3) 4D-Var
Speaker:
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Group photo / Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Observation and Model Bias Correction
Speaker:
Patrick Laloyaux
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Assimilation Algorithms: (4) Ensemble and Hybrid Methods
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Ensemble DA Emulation with Generative AI
Speaker:
Wei Pan
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Tangent Linear and Adjoint Models
Speaker:
Marcin Chrust
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Practical session: DA Experiments
Speakers:
Patrick Laloyaux
(ECMWF),
Marcin Chrust
(ECMWF),
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h 10m | |
| Wednesday, 18 March | ||||
| → |
Background error modelling in data assimilation
Speaker:
Marcin Chrust
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Machine Learning for Background Error Modelling
Speaker:
Ziga Zaplotnik
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Radiance observations
Speaker:
Tony McNally
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Practical Session: DA Experiments (cont.)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Practical session: Background error modelling
Speakers:
Ziga Zaplotnik,
Marcin Chrust
(ECMWF),
Sebastien Massart
(ECMWF)
|
ECMWF
Reading
|
2h 10m | |
| Thursday, 19 March | ||||
| → |
Hyrbrid DA-ML Methods (1)
Speaker:
Alan Geer
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Hybrid DA-ML Methods (2)
Speaker:
Alban Farchi
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Data assimilation of atmospheric composition
Speaker:
Melanie Ades
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Ocean data assimilation and coupling
Speakers:
Philip Browne
(ECMWF),
Hao Zuo
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Practical session: Hybrid DA-ML
Speakers:
Alban Farchi
(ECMWF),
Marcin Chrust
(ECMWF),
Wei Pan
(ECMWF),
Alan Geer
(ECMWF)
|
ECMWF
Reading
|
2h 10m | |
| Friday, 20 March | ||||
| → |
Monitoring of Observations and Data Assimilation System
Speaker:
Mohamed DAHOUI
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Coffee break
|
ECMWF
Reading
|
20m | |
| → |
Land Data Assimilation and Coupling
Speaker:
David Fairbairn
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Comfort break
|
ECMWF
Reading
|
10m | |
| → |
Reanalysis Methods
Speaker:
Bill Bell
(ECMWF)
|
ECMWF
Reading
|
1h | |
| → |
Lunch break
|
ECMWF
Reading
|
1h | |
| → |
Final discussion and Q&A
Speaker:
Massimo Bonavita
(ECMWF)
|
ECMWF
Reading
|
1h | |