51st SLAC Summer Institute (SSI 2023)
from
Monday, August 7, 2023 (9:00 AM)
to
Friday, August 18, 2023 (7:00 PM)
Monday, August 7, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Welcome and Introduction to SSI
-
Thomas Rizzo
(
SLAC
)
10:30 AM
ML Basics I
-
Lukas Heinrich
11:45 AM
ML Basics II
-
Lukas Heinrich
2:45 PM
Afternoon Session
Afternoon Session
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Tutorial: ML Tools
4:00 PM
Projects
6:00 PM
Reception
Reception
6:00 PM - 7:30 PM
Room: Redwood Patio
Tuesday, August 8, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
ML Basics III
-
Lukas Heinrich
10:30 AM
Challenges in AI/ML at the Energy Frontier
-
Ben Nachman
11:45 AM
Challenges in AI/ML at the Cosmic Frontier
-
Simone Ferraro
2:45 PM
Afternoon Session
Afternoon Session
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Q&A
4:00 PM
Projects
Wednesday, August 9, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Challenges in AI/ML at the Intensity Frontier
-
Taritree Wongjirad
Taritree Wongjirad
(
Tufts University
)
10:30 AM
Computer Vision Introduction
-
Saul Alonso
Saul Alonso Monsalve
(
ETH Zurich
)
11:45 AM
Computer Vision Applications I (IF)
-
Leigh Whitehead
Leigh Whitehead
(
University of Cambridge
)
2:45 PM
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Tutorial: Unconference
4:00 PM
Projects
6:00 PM
6:00 PM - 8:00 PM
Room: 53 Lobby
Thursday, August 10, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Graph Neural Networks Introduction
-
Javier Duarte
(
UC San Diego
)
10:30 AM
Graph Neural Networks Applications I (EF)
-
Javier Duarte
Javier Duarte
(
UC San Diego
)
11:45 AM
Graph Neural Networks Applications II (IF)
-
Francois Drielsma
(
SLAC
)
1:30 PM
1:30 PM - 2:30 PM
2:45 PM
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Q&A
4:00 PM
Projects
Friday, August 11, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Challenges in AI/ML and Accelerators
-
Auralee Edelen
(
SLAC
)
10:30 AM
Bayesian Optimization and Reinforcement Learning: Intro and Applications I
-
Auralee Edelen
(
SLAC
)
11:45 AM
DEI and Ethics in AI for HEP
-
Savannah Thais
2:45 PM
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Tutorials: Unconference
4:00 PM
Projects
Saturday, August 12, 2023
Sunday, August 13, 2023
Monday, August 14, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Anomaly Detection Intro & Applications 1
-
David Shih
10:30 AM
Anomaly Detection Applications 2
-
Maria Elena Monzani
(
SLAC
)
11:45 AM
Fast ML 1
-
Jennifer Ngadiuba
2:45 PM
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Q&A
4:00 PM
Projects
6:00 PM
6:00 PM - 8:00 PM
Room: 48 Patio
Tuesday, August 15, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Generative Models
-
Gilles Louppe
10:30 AM
Generative Model Applications 1
-
Francois Lanusse
11:45 AM
Generative Model Applications 2
-
David Shih
1:30 PM
1:30 PM - 2:30 PM
2:45 PM
2:45 PM - 6:00 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Tutorials: Fast ML & Applications
4:00 PM
Projects
Wednesday, August 16, 2023
9:00 AM
9:00 AM - 12:50 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Generative Model Applications 3
-
Taritree Wongjirad
10:30 AM
Simulation Based Inference (SBI) Intro and Applications 1
-
Gilles Louppe
11:45 AM
ML Emulation in CF Theory
-
Joe DeRose
2:45 PM
2:45 PM - 5:30 PM
Room: 48/1-112C/D - Redwood C/D
Contributions
2:45 PM
Q&A
4:00 PM
Projects
5:30 PM
5:30 PM - 8:00 PM
Room: Arrillaga Recreation Center
Thursday, August 17, 2023
9:00 AM
9:00 AM - 12:45 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Fast ML 2
-
Jennifer Ngadiubo
10:30 AM
Future of AI/ML in HEP
-
Surya Ganguli
11:45 AM
SBI Applications 2
-
Francois Lanusse
2:00 PM
2:00 PM - 6:00 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
2:00 PM
Project Presentations
4:00 PM
Project Presentations
6:00 PM
Dinner
Dinner
6:00 PM - 8:00 PM
Room: 48 Patio
Friday, August 18, 2023
9:00 AM
9:00 AM - 1:00 PM
Room: 51/1-102 - Kavli Auditorium
Contributions
9:00 AM
Challenges in Theory and AI/ML
-
Tilman Plehn
10:30 AM
Symmetries and ML
-
Andreas Ipp
11:45 AM
Contest Award
-
Thomas Rizzo
(
SLAC
)
11:55 AM
Future of HEP
-
JoAnne Hewett
(
SLAC
)