Name: Advanced Statistical Methods Meet Machine Learning
Start: 2018-09-24T09:00:00-05:00
End: 2018-09-25T17:00:00-05:00
Location: Argonne - Bldg 241

Advanced Statistical Methods Meet Machine Learning

from Monday, 24 September 2018 (09:00) to Tuesday, 25 September 2018 (17:00)

Monday, 24 September 2018

09:00 SciDAC-4 project overview
SciDAC-4 project overview
09:00 - 09:30
Room: D172

09:30 Emulation applications/discussion 1
Emulation applications/discussion 1
09:30 - 10:30
Room: D172 "Classical" methods

10:30 Coffee Break / Informal Discussion
Coffee Break / Informal Discussion
10:30 - 11:00
Room: D172

11:00 Emulation applications/discussion 2
Emulation applications/discussion 2
11:00 - 12:00
Room: D172 AI Methods

12:00 Working Lunch
Working Lunch
12:00 - 13:00
Room: D172

13:00 Statistical inverse problems 1
Statistical inverse problems 1
13:00 - 14:00
Room: D172 "Classical" Methods

14:00 Statistical inverse problems 2
Statistical inverse problems 2
14:00 - 15:00
Room: D172 AI Methods

15:00 Coffee Break / Informal Discussions
Coffee Break / Informal Discussions
15:00 - 15:30
Room: D172

15:30 Discussion on model based vs. model-free methods
Discussion on model based vs. model-free methods
15:30 - 16:30
Room: D172

16:30 Summary of Day 1 -- Action Items
Summary of Day 1 -- Action Items
16:30 - 17:00
Room: D172
Tuesday, 25 September 2018

09:00 Open problem priorities
Open problem priorities
09:00 - 09:30
Room: D172

09:30 Optimization applications in emulation and inverse problems
Optimization applications in emulation and inverse problems
09:30 - 10:30
Room: D172

10:30 Coffee Break / Informal Discussion
Coffee Break / Informal Discussion
10:30 - 11:00
Room: D172

11:00 HPC and ML applications/discussion 1
HPC and ML applications/discussion 1
11:00 - 12:00
Room: D172

12:00 Working Lunch
Working Lunch
12:00 - 13:00
Room: D172

13:00 HPC and ML applications/discussion 2
HPC and ML applications/discussion 2
13:00 - 14:00
Room: D172

14:00 Discussion on new science cases 1
Discussion on new science cases 1
14:00 - 15:00
Room: D172

15:00 Coffee Break / Informal Discussion
Coffee Break / Informal Discussion
15:00 - 15:30
Room: D172

15:30 Discussion on new science cases 2
Discussion on new science cases 2
15:30 - 16:30
Room: D172

16:30 Summary of Meeting
Summary of Meeting
16:30 - 17:00
Room: D172