51st SLAC Summer Institute (SSI 2023)
from
Monday, 7 August 2023 (09:00)
to
Friday, 18 August 2023 (19:00)
Monday, 7 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Welcome and Introduction to SSI
-
Thomas Rizzo
(
SLAC
)
10:30
ML Basics I
-
Lukas Heinrich
11:45
ML Basics II
-
Lukas Heinrich
14:45
Afternoon Session
Afternoon Session
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Tutorial: ML Tools
16:00
Projects
18:00
Reception
Reception
18:00 - 19:30
Room: Redwood Patio
Tuesday, 8 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
ML Basics III
-
Lukas Heinrich
10:30
Challenges in AI/ML at the Energy Frontier
-
Ben Nachman
11:45
Challenges in AI/ML at the Cosmic Frontier
-
Simone Ferraro
14:45
Afternoon Session
Afternoon Session
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Q&A
16:00
Projects
Wednesday, 9 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Challenges in AI/ML at the Intensity Frontier
-
Taritree Wongjirad
Taritree Wongjirad
(
Tufts University
)
10:30
Computer Vision Introduction
-
Saul Alonso
Saul Alonso Monsalve
(
ETH Zurich
)
11:45
Computer Vision Applications I (IF)
-
Leigh Whitehead
Leigh Whitehead
(
University of Cambridge
)
14:45
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Tutorial: Unconference
16:00
Projects
18:00
18:00 - 20:00
Room: 53 Lobby
Thursday, 10 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Graph Neural Networks Introduction
-
Javier Duarte
(
UC San Diego
)
10:30
Graph Neural Networks Applications I (EF)
-
Javier Duarte
Javier Duarte
(
UC San Diego
)
11:45
Graph Neural Networks Applications II (IF)
-
Francois Drielsma
(
SLAC
)
13:30
13:30 - 14:30
14:45
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Q&A
16:00
Projects
Friday, 11 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Challenges in AI/ML and Accelerators
-
Auralee Edelen
(
SLAC
)
10:30
Bayesian Optimization and Reinforcement Learning: Intro and Applications I
-
Auralee Edelen
(
SLAC
)
11:45
DEI and Ethics in AI for HEP
-
Savannah Thais
14:45
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Tutorials: Unconference
16:00
Projects
Saturday, 12 August 2023
Sunday, 13 August 2023
Monday, 14 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Anomaly Detection Intro & Applications 1
-
David Shih
10:30
Anomaly Detection Applications 2
-
Maria Elena Monzani
(
SLAC
)
11:45
Fast ML 1
-
Jennifer Ngadiuba
14:45
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Q&A
16:00
Projects
18:00
18:00 - 20:00
Room: 48 Patio
Tuesday, 15 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Generative Models
-
Gilles Louppe
10:30
Generative Model Applications 1
-
Francois Lanusse
11:45
Generative Model Applications 2
-
David Shih
13:30
13:30 - 14:30
14:45
14:45 - 18:00
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Tutorials: Fast ML & Applications
16:00
Projects
Wednesday, 16 August 2023
09:00
09:00 - 12:50
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Generative Model Applications 3
-
Taritree Wongjirad
10:30
Simulation Based Inference (SBI) Intro and Applications 1
-
Gilles Louppe
11:45
ML Emulation in CF Theory
-
Joe DeRose
14:45
14:45 - 17:30
Room: 48/1-112C/D - Redwood C/D
Contributions
14:45
Q&A
16:00
Projects
17:30
17:30 - 20:00
Room: Arrillaga Recreation Center
Thursday, 17 August 2023
09:00
09:00 - 12:45
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Fast ML 2
-
Jennifer Ngadiubo
10:30
Future of AI/ML in HEP
-
Surya Ganguli
11:45
SBI Applications 2
-
Francois Lanusse
14:00
14:00 - 18:00
Room: 51/1-102 - Kavli Auditorium
Contributions
14:00
Project Presentations
16:00
Project Presentations
18:00
Dinner
Dinner
18:00 - 20:00
Room: 48 Patio
Friday, 18 August 2023
09:00
09:00 - 13:00
Room: 51/1-102 - Kavli Auditorium
Contributions
09:00
Challenges in Theory and AI/ML
-
Tilman Plehn
10:30
Symmetries and ML
-
Andreas Ipp
11:45
Contest Award
-
Thomas Rizzo
(
SLAC
)
11:55
Future of HEP
-
JoAnne Hewett
(
SLAC
)