|
08:30
|
--- Breakfast and Registration/Check-In ---
|
|
09:00
|
Introduction and goals of the Workshop
(until 09:20)
|
|
09:00
|
Introduction of the workshop and welcome to Princeton
-
Peter Elmer
(Princeton University (US))
Tommaso Dorigo
(Universita e INFN, Padova (IT))
|
|
09:20
|
Applications in Particle Physics
-Dr
Pietro Vischia
(Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
(until 11:00)
|
|
09:20
|
Summary of the MIAPbP workshop on Differentiable Programming for Fundamental Physics
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
|
|
09:50
|
--- Discussion ---
|
|
10:00
|
Machine learning for particle physics simulations
-
Raghav Kansal
(Univ. of California San Diego (US))
|
|
10:20
|
--- Discussion ---
|
|
10:30
|
Smart pixels with data reduction at source
-
Jennet Elizabeth Dickinson
(Fermi National Accelerator Lab. (US))
|
|
10:50
|
--- Discussion ---
|
|
11:00
|
--- Coffee Break ---
|
|
11:20
|
Keynote talks
-
Tommaso Dorigo
(Universita e INFN, Padova (IT))
(until 13:00)
|
|
11:20
|
Large Language Models: an Inter-disciplinary Perspective
-
Andrey Ustyuzhanin
(Higher School of Economics)
|
|
12:00
|
--- Discussion ---
|
|
12:10
|
Temporal Dynamics in Neuromorphic Computing: A New Frontier for Co-Design and Optimization in Physics and Machine Learning
- Prof.
Fredrik Sandin
(Lulea University of Technology)
|
|
12:50
|
--- Discussion ---
|
|
|
08:30
|
--- Breakfast ---
|
|
09:00
|
Applications in Particle Physics
-Dr
Pietro Vischia
(Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
(until 10:30)
|
|
09:00
|
Towards the optimization of a Muon Collider Electrmagnetic Calorimeter
-
Federico Nardi
Federico Nardi
(Universita e INFN, Padova (IT))
|
|
09:20
|
--- Discussion ---
|
|
09:30
|
Cuts and NN - living together in peace
-
Gordon Watts
(University of Washington (US))
|
|
09:50
|
--- Discussion ---
|
|
10:00
|
Summary of CaloChallenge
-
Michele Faucci Giannelli
(INFN e Universita Roma Tor Vergata (IT))
|
|
10:20
|
--- Discussion ---
|
|
10:30
|
Topical Discussion
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
(until 11:00)
|
|
11:00
|
--- Group Photo ---
|
|
11:10
|
--- Coffee Break ---
|
|
11:30
|
Applications in Muon Tomography
-
Pablo Martinez Ruiz Del Arbol
(Universidad de Cantabria and CSIC (ES))
(until 12:30)
|
|
11:30
|
Muography experiment optimization
-
Maxime Lagrange
(CP3 Universite Catholique de Louvain)
|
|
11:50
|
--- Discussion ---
|
|
12:00
|
Use of machine learning techniques for muography applied to industrial applications
-
Pablo Martinez Ruiz Del Arbol
(Universidad de Cantabria and CSIC (ES))
|
|
12:20
|
--- Discussion ---
|
|
|
08:30
|
--- Breakfast ---
|
|
09:00
|
Applications in Muon Tomography
-
Pablo Martinez Ruiz Del Arbol
(Universidad de Cantabria and CSIC (ES))
(until 10:00)
|
|
09:00
|
Ultra fast simulation algorithmics for industrial applications in Muon Tomography using GAN
-
Ruben Lopez Ruiz
(Universidad de Cantabria and CSIC (ES))
|
|
09:20
|
--- Discussion ---
|
|
09:30
|
Background suppression for volcano muography with machine learning
-
Gábor Galgóczi
|
|
09:50
|
--- Discussion ---
|
|
10:00
|
Tutorial
-
Max Aehle
(until 11:00)
|
|
10:00
|
Derivgrind tutorial
|
|
11:00
|
--- Coffee Break ---
|
|
11:30
|
Applications in Particle Physics
-Dr
Pietro Vischia
(Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
(until 13:00)
|
|
11:30
|
Gradients of Discrete Stochastic Programs for Detector Design Optimization
-
Michael Kagan
(SLAC National Accelerator Laboratory (US))
|
|
11:50
|
--- Discussion ---
|
|
12:00
|
ELSA and MadNIS
-
Ramon Winterhalder
(UC Louvain)
|
|
12:20
|
--- Discussion ---
|
|
12:30
|
The Geant4 particle transport simulation toolkit: differentiable?
-
Mihaly Novak
(CERN)
|
|
12:50
|
--- Discussion ---
|
|
|
13:00
|
--- Lunch ---
|
|
14:00
|
Applications in AstroHEP
-
Garima Singh
(Princeton University (US))
(until 15:30)
|
|
14:00
|
Direct Dark Matter Experiments and Machine Learning
-
Aaron Higuera Pichardo
|
|
14:20
|
--- Discussion ---
|
|
14:30
|
Optimization of Radio Detectors of Ultra-High Energy Neutrinos through Deep Learning and Differential Programming
-
Nils Heyer
(Uppsala University)
|
|
14:50
|
--- Discussion ---
|
|
15:00
|
Challenges of the LISA mission to detect gravitational waves from Space
-
Carlos F. Sopuerta
(Institute of Space Sciences of the Spanish National Research Council (ICE, CSIC))
|
|
15:20
|
--- Discussion ---
|
|
15:30
|
--- Coffee Break ---
|
|
16:00
|
Progress in Computer Science
-
Garima Singh
(Princeton University (US))
(until 17:00)
|
|
16:00
|
Differentiating GATE/Geant4 with Derivgrind
-
Max Aehle
|
|
16:20
|
--- Discussion ---
|
|
16:30
|
Reverse-Mode Automatic Differentiation in Futhark Language
- Prof.
Cosmin E. Oancea
(DIKU, University of Copenhagen)
|
|
16:50
|
--- Discussion ---
|
|
17:00
|
Free-form discussion / working groups
(until 18:00)
|
|
18:00
|
--- Workshop Reception - Palmer House ---
|
|
|
12:30
|
Free-form discussion / working groups
(until 13:00)
|
|
13:00
|
--- Lunch ---
|
|
14:00
|
Applications in AstroHEP
-
Maxime Lagrange
(CP3 Universite Catholique de Louvain)
(until 15:10)
|
|
14:00
|
The GENETIS Project: optimizing detector designs for science outcomes
-
Amy Connolly
(The Ohio State University)
|
|
14:20
|
--- Discussion ---
|
|
14:30
|
Geometry Optimization of the SWGO Cherenkov Array
-
Tommaso Dorigo
(Universita e INFN, Padova (IT))
|
|
15:00
|
--- Discussion ---
|
|
15:10
|
--- Coffee Break ---
|
|
15:40
|
Progress in Computer Science
-
Max Aehle
(until 16:40)
|
|
15:40
|
Making Likelihood Calculations Fast Using Automatic Differentiation in RooFit
-
Garima Singh
(Princeton University (US))
|
|
16:00
|
--- Discussion ---
|
|
16:10
|
Efficient C++ Derivatives Through Source Transformation AD With Clad
-
Vassil Vasilev
(Princeton University (US))
|
|
16:30
|
--- Discussion ---
|
|
16:40
|
Applications in Particle Physics
-
Ruben Lopez Ruiz
(Universidad de Cantabria and CSIC (ES))
(until 17:40)
|
|
16:40
|
Toward particle identification in granular calorimeters
-
Tommaso Dorigo
(Universita e INFN, Padova (IT))
Aashish aggarwal
|
|
17:00
|
--- Discussion ---
|
|
17:10
|
Energy Regression conditioned on Longitudinal Calorimeter Segmentation
-
Fernando Torales Acosta
|
|
17:30
|
--- Discussion ---
|
|
18:00
|
--- Reception (Joint with PyHEP.dev workshop) - Louis A. Simpson International Building - Atrium ---
|
|
|
13:00
|
--- Lunch ---
|
|
14:00
|
Applications in Particle Physics
-
Federico Nardi
(Universita e INFN, Padova (IT))
(until 14:30)
|
|
14:00
|
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning
-
Hosein Hashemi
(LMU Munich)
|
|
14:20
|
--- Discussion ---
|
|
14:30
|
Applications in AstroHEP
-
Federico Nardi
(Universita e INFN, Padova (IT))
(until 15:30)
|
|
14:30
|
LBNF/DUNE Optimization
-
Laura Johanna Fields
(University of Notre Dame (US))
|
|
14:50
|
--- Discussion ---
|
|
15:00
|
Differentiable Simulation of a Liquid Argon TPC for High-Dimensional Calibration
-
Pierre Granger
(Centre National de la Recherche Scientifique (FR))
|
|
15:20
|
--- Discussion ---
|
|
15:30
|
--- Coffee Break ---
|
|
16:00
|
Organization of Future Activities and Closing of the Workshop
-Dr
Pietro Vischia
(Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
(until 18:00)
|
|
16:00
|
Roundtable: organization of future activities
|
|
17:30
|
Highlights and workshop closing
- Dr
Pietro Vischia
(Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))
|
|
17:50
|
--- Discussion ---
|
|
