Name: AI4NP Winter School
Start: 2021-01-11T08:00:00-05:00
End: 2021-01-15T18:00:00-05:00
Location: Virtual

AI4NP Winter School

from Monday, January 11, 2021 (8:00 AM) to Friday, January 15, 2021 (6:00 PM)

Monday, January 11, 2021
11:00 AM
11:00 AM - 4:00 PM
Contributions

11:00 AM Neural networks and deep learning - Michelle Kuchera (Davidson College)

12:00 PM Convolutional Neural Networks - Michelle Kuchera (Davidson College)

2:00 PM Autoencoders -> Latent Spaces - Michelle Kuchera (Davidson College)

3:00 PM Autoencoders, Generative Adversarial Networks -> Generative models - Michelle Kuchera (Davidson College)
Tuesday, January 12, 2021
11:00 AM
11:00 AM - 5:00 PM
Contributions

11:00 AM Variational Monte Carlo and Machine Learning - Alessandro Lovato (Argonne National Laboratory) Corey Adams (Argonne National Laboratory)

12:00 PM Detector design optimization-1 - Cristiano Fanelli (MIT)

2:00 PM Detector Design Optimization-2 - Cristiano Fanelli (MIT)

3:00 PM Detector Optimization-3 - Cristiano Fanelli (MIT)
Wednesday, January 13, 2021
11:00 AM
11:00 AM - 4:00 PM
Contributions

11:00 AM Machine Learning and Global Analysis - Nobuo Sato (ODU)

12:00 PM Variational Monte Carlo and Machine Learning 2 - Alessandro Lovato (Argonne National Laboratory) Corey Adams (Argonne National Laboratory)

2:00 PM Variational Monte Carlo and Machine Learning-3-4 - Alessandro Lovato (Argonne National Laboratory) Corey Adams (Argonne National Laboratory)
Thursday, January 14, 2021
11:00 AM
11:00 AM - 4:00 PM
Contributions

11:00 AM Detector design optimization-4 - Cristiano Fanelli (MIT)

12:00 PM Machine Learning and Global Analysis 2 - Nobuo Sato (ODU)

2:00 PM Machine Learning and Global Analysis 3-4 - Nobuo Sato (ODU)
Friday, January 15, 2021
11:00 AM
11:00 AM - 4:00 PM
Contributions

11:00 AM Neural Networks and Deep Learning Q&A - Michelle Kuchera (Davidson College)

12:00 PM Variational Monte Carlo and Machine Learning Q&A - Alessandro Lovato (Argonne National Laboratory) Corey Adams (Argonne National Laboratory)

2:00 PM Detector design optimization Q&A - Cristiano Fanelli (MIT)

3:00 PM Data set feature extraction Q&A - Nobuo Sato (ODU)