Name: Third MODE Workshop on Differentiable Programming for Experiment Design
Start: 2023-07-24T08:00:00-04:00
End: 2023-07-26T21:00:00-04:00
Location: Princeton University

Third MODE Workshop on Differentiable Programming for Experiment Design

from Monday, July 24, 2023 (8:00 AM) to Wednesday, July 26, 2023 (9:00 PM)

Monday, July 24, 2023

8:30 AM Breakfast and Registration/Check-In
Breakfast and Registration/Check-In
8:30 AM - 9:00 AM
9:00 AM
9:00 AM - 9:20 AM
Contributions

9:00 AM Introduction of the workshop and welcome to Princeton - Peter Elmer (Princeton University (US)) Tommaso Dorigo (Universita e INFN, Padova (IT))
9:20 AM Part 1
Part 1
9:20 AM - 11:00 AM
Contributions

9:20 AM Summary of the MIAPbP workshop on Differentiable Programming for Fundamental Physics - Lukas Alexander Heinrich (Technische Universitat Munchen (DE))

10:00 AM Machine learning for particle physics simulations - Raghav Kansal (Univ. of California San Diego (US))

10:30 AM Smart pixels with data reduction at source - Jennet Elizabeth Dickinson (Fermi National Accelerator Lab. (US))
11:00 AM Coffee Break
Coffee Break
11:00 AM - 11:20 AM
11:20 AM
11:20 AM - 1:00 PM
Contributions

11:20 AM Large Language Models: an Inter-disciplinary Perspective - Andrey Ustyuzhanin (Higher School of Economics)

12:10 PM Temporal Dynamics in Neuromorphic Computing: A New Frontier for Co-Design and Optimization in Physics and Machine Learning - Fredrik Sandin (Lulea University of Technology)
1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
2:00 PM Part 1
Part 1
2:00 PM - 3:30 PM
Contributions

2:00 PM Direct Dark Matter Experiments and Machine Learning - Aaron Higuera Pichardo

2:30 PM Optimization of Radio Detectors of Ultra-High Energy Neutrinos through Deep Learning and Differential Programming - Nils Heyer (Uppsala University)

3:00 PM 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))
3:30 PM Coffee Break
Coffee Break
3:30 PM - 4:00 PM
4:00 PM Part 1
Part 1
4:00 PM - 5:00 PM
Contributions

4:00 PM Differentiating GATE/Geant4 with Derivgrind - Max Aehle

4:30 PM Reverse-Mode Automatic Differentiation in Futhark Language - Cosmin E. Oancea (DIKU, University of Copenhagen)
5:00 PM

5:00 PM - 6:00 PM

6:00 PM Workshop Reception - Palmer House
Workshop Reception - Palmer House
6:00 PM - 8:30 PM
Tuesday, July 25, 2023

8:30 AM Breakfast
Breakfast
8:30 AM - 9:00 AM
9:00 AM Part 2
Part 2
9:00 AM - 10:30 AM
Contributions

9:00 AM Towards the optimization of a Muon Collider Electrmagnetic Calorimeter - Federico Nardi Federico Nardi (Universita e INFN, Padova (IT))

9:30 AM Cuts and NN - living together in peace - Gordon Watts (University of Washington (US))

10:00 AM Summary of CaloChallenge - Michele Faucci Giannelli (INFN e Universita Roma Tor Vergata (IT))
10:30 AM Follow up discussion on Lukas' talk
Follow up discussion on Lukas' talk
10:30 AM - 11:00 AM

11:00 AM Group Photo
Group Photo
11:00 AM - 11:10 AM

11:10 AM Coffee Break
Coffee Break
11:10 AM - 11:30 AM
11:30 AM Part 1
Part 1
11:30 AM - 12:30 PM
Contributions

11:30 AM Muography experiment optimization - Maxime Lagrange (CP3 Universite Catholique de Louvain)

12:00 PM Use of machine learning techniques for muography applied to industrial applications - Pablo Martinez Ruiz Del Arbol (Universidad de Cantabria and CSIC (ES))
12:30 PM

12:30 PM - 1:00 PM

1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
2:00 PM Part 2
Part 2
2:00 PM - 3:10 PM
Contributions

2:00 PM The GENETIS Project: optimizing detector designs for science outcomes - Amy Connolly (The Ohio State University)

2:30 PM Geometry Optimization of the SWGO Cherenkov Array - Tommaso Dorigo (Universita e INFN, Padova (IT))
3:10 PM Coffee Break
Coffee Break
3:10 PM - 3:40 PM
3:40 PM Part 2
Part 2
3:40 PM - 4:40 PM
Contributions

3:40 PM Making Likelihood Calculations Fast Using Automatic Differentiation in RooFit - Garima Singh (Princeton University (US))

4:10 PM Efficient C++ Derivatives Through Source Transformation AD With Clad - Vassil Vasilev (Princeton University (US))
4:40 PM Part 4
Part 4
4:40 PM - 5:40 PM
Contributions

4:40 PM Toward particle identification in granular calorimeters - Aashish aggarwal Tommaso Dorigo (Universita e INFN, Padova (IT))

5:10 PM Energy Regression conditioned on Longitudinal Calorimeter Segmentation - Fernando Torales Acosta
6:00 PM Reception (Joint with PyHEP.dev workshop) - Louis A. Simpson International Building - Atrium
Reception (Joint with PyHEP.dev workshop) - Louis A. Simpson International Building - Atrium
6:00 PM - 8:00 PM
Wednesday, July 26, 2023

8:30 AM Breakfast
Breakfast
8:30 AM - 9:00 AM
9:00 AM Part 2
Part 2
9:00 AM - 10:00 AM
Contributions

9:00 AM Ultra fast simulation algorithmics for industrial applications in Muon Tomography using GAN - Ruben Lopez Ruiz (Universidad de Cantabria and CSIC (ES))

9:30 AM Background suppression for volcano muography with machine learning - Gábor Galgóczi
10:00 AM Derivgrind
Derivgrind
10:00 AM - 11:00 AM
Contributions

10:00 AM Derivgrind tutorial
11:00 AM Coffee Break
Coffee Break
11:00 AM - 11:30 AM
11:30 AM Part 3
Part 3
11:30 AM - 1:00 PM
Contributions

11:30 AM Gradients of Discrete Stochastic Programs for Detector Design Optimization - Michael Kagan (SLAC National Accelerator Laboratory (US))

12:00 PM ELSA and MadNIS - Ramon Winterhalder (UC Louvain)

12:30 PM The Geant4 particle transport simulation toolkit: differentiable? - Mihaly Novak (CERN)
1:00 PM Lunch
Lunch
1:00 PM - 2:00 PM
2:00 PM Part 4
Part 4
2:00 PM - 2:30 PM
Contributions

2:00 PM Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning - Hosein Hashemi (LMU Munich)
2:30 PM Part 3
Part 3
2:30 PM - 3:30 PM
Contributions

2:30 PM LBNF/DUNE Optimization - Laura Johanna Fields (University of Notre Dame (US))

3:00 PM Differentiable Simulation of a Liquid Argon TPC for High-Dimensional Calibration - Pierre Granger (Centre National de la Recherche Scientifique (FR))
3:30 PM Coffee Break
Coffee Break
3:30 PM - 4:00 PM
4:00 PM
4:00 PM - 6:00 PM
Contributions

4:00 PM Roundtable: organization of future activities

5:30 PM Highlights and workshop closing - Pietro Vischia (Universidad de Oviedo and Instituto de Ciencias y Tecnologías Espaciales de Asturias (ICTEA))

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