Name: Simulation-based Inference for scientific discovery
Start: 2021-09-20T09:00:00+02:00
End: 2021-09-22T17:00:00+02:00
Location: Online via Zoom

Simulation-based Inference for scientific discovery

from Monday, September 20, 2021 (9:00 AM) to Wednesday, September 22, 2021 (5:00 PM)

Monday, September 20, 2021
9:00 AM Welcome - Peter Steinbach (HZDR) Alvaro Tejero-Cantero (MLcolab)
Welcome
- Peter Steinbach (HZDR)
- Alvaro Tejero-Cantero (MLcolab)
9:00 AM - 9:20 AM
9:20 AM Simulators for Science - Alvaro Tejero-Cantero (MLcolab)
Simulators for Science
- Alvaro Tejero-Cantero (MLcolab)
9:20 AM - 9:40 AM
9:40 AM Introduce your simulators - Alvaro Tejero-Cantero (MLcolab) Peter Steinbach (HZDR)
Introduce your simulators
- Alvaro Tejero-Cantero (MLcolab)
- Peter Steinbach (HZDR)
9:40 AM - 10:40 AM
11:00 AM From Simulators to Simulations-based Inference - Alvaro Tejero-Cantero (MLcolab)
From Simulators to Simulations-based Inference
- Alvaro Tejero-Cantero (MLcolab)
11:00 AM - 12:00 PM
12:00 PM Lunch
Lunch
12:00 PM - 1:00 PM
1:15 PM Computing on HAICORE - Stefan Kesselheim (FZ Jülich)
Computing on HAICORE
- Stefan Kesselheim (FZ Jülich)
1:15 PM - 2:00 PM
2:00 PM Practical: ABC hands-on - Alvaro Tejero-Cantero (MLcolab) Stefan Kesselheim (FZ Jülich)
Practical: ABC hands-on
- Alvaro Tejero-Cantero (MLcolab)
- Stefan Kesselheim (FZ Jülich)
2:00 PM - 3:00 PM
3:00 PM Lecture: SBI in neuroscience - Pedro Goncalves (Mackelab)
Lecture: SBI in neuroscience
- Pedro Goncalves (Mackelab)
3:00 PM - 4:00 PM
4:00 PM Learner Feedback Day 1 - Peter Steinbach (HZDR)
Learner Feedback Day 1
- Peter Steinbach (HZDR)
4:00 PM - 4:20 PM
Tuesday, September 21, 2021
9:00 AM Conditional Density Estimation - Michael Deistler (MackeLab)
Conditional Density Estimation
- Michael Deistler (MackeLab)
9:00 AM - 10:30 AM
10:30 AM Introduction to SNPE - Michael Deistler (MackeLab) David Greenberg (Hereon)
Introduction to SNPE
- Michael Deistler (MackeLab)
- David Greenberg (Hereon)
10:30 AM - 12:00 PM
12:00 PM Lunch
Lunch
12:00 PM - 1:00 PM
1:00 PM SNLE and SNRE - David Greenberg (Hereon)
SNLE and SNRE
- David Greenberg (Hereon)
1:00 PM - 2:30 PM
2:30 PM Practical: The SBI package - Jan Bölts
Practical: The SBI package
- Jan Bölts
2:30 PM - 3:30 PM
3:30 PM Learner Feedback Day 2
Learner Feedback Day 2
3:30 PM - 3:50 PM
Wednesday, September 22, 2021
9:00 AM Benchmarking SBI - Jan-Matthis Lückmann (MackeLab)
Benchmarking SBI
- Jan-Matthis Lückmann (MackeLab)
9:00 AM - 9:40 AM
9:40 AM Troubleshooting SBI - Jan Bölts
Troubleshooting SBI
- Jan Bölts
9:40 AM - 10:40 AM
10:40 AM Bayesian Workflow - Jan Bölts
Bayesian Workflow
- Jan Bölts
10:40 AM - 11:40 AM
12:00 PM Lunch
Lunch
12:00 PM - 1:00 PM
1:00 PM SBI with your data - Michael Deistler (MackeLab) Peter Steinbach (HZDR) Alvaro Tejero-Cantero (MLcolab) Jan-Matthis Lückmann (MackeLab) Jan Bölts
SBI with your data
- Michael Deistler (MackeLab)
- Peter Steinbach (HZDR)
- Alvaro Tejero-Cantero (MLcolab)
- Jan-Matthis Lückmann (MackeLab)
- Jan Bölts
1:00 PM - 4:00 PM