Name: First MODE Workshop on Differentiable Programming
Start: 2021-09-06T12:00:00+02:00
End: 2021-09-08T17:35:00+02:00
Location: CP3, Louvain-la-Neuve

First MODE Workshop on Differentiable Programming

from Monday, September 6, 2021 (12:00 PM) to Wednesday, September 8, 2021 (5:35 PM)
CP3, Louvain-la-Neuve (Auditorium CYCL-01)

: Sessions

: Talks

: Breaks

Sep 6, 2021

Sep 7, 2021

Sep 8, 2021

9:00 AM	Applications in Particle Physics -Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) (until 11:10 AM)
9:00 AM	Optimization of LHCb calorimeter - Alexey Boldyrev (NRU Higher School of Economics (Moscow, Russia)) 2021-09-06to08_modeWorkshop_09_AlexeyBoldyrev.mp4 MODE_workshop_09_2021_ECAL.pdf
9:20 AM	--- Discussion ---
9:25 AM	CMS Open data application of INFERNO - Lukas Layer (Universita e INFN, Padova (IT)) 2021-09-06to08_modeWorkshop_10_LukasLayer.mp4 llayer_inferno_v2.pdf
9:45 AM	--- Discussion ---
9:50 AM	Automatic Differentiation for error analysis in lattice QCD - Alberto Ramos Martinez (Univ. of Valencia and CSIC (ES)) 2021-09-06to08_modeWorkshop_11_AlbertoRamos.mp4 mode_ramos.pdf
10:10 AM	--- Discussion ---
10:15 AM	Optimization of HEP accelerators - Auralee Linscott Edelen 2021-09-06to08_modeWorkshop_12_AuraleeLinscottEdelen.mp4 20210907_MODE_Edelen.pdf
10:35 AM	--- Discussion ---
10:40 AM	Generation of Calorimeter Showers with Normalizing Flows: CaloFlow - Claudius Krause (Rutgers University) 2021-09-06to08_modeWorkshop_13_ClaudiusKrause.mp4 CaloFlow.C.Krause.pdf
11:00 AM	--- Discussion ---
11:15 AM	--- Coffee Break ---
11:35 AM	Applications in Nuclear Physics - Gian Michele Innocenti (CERN) (until 1:40 PM)
11:35 AM	DNN for distortion fluctuation calibration of ALICE TPC - Maja Kabus (Warsaw University of Technology (PL)) 2021-09-06to08_modeWorkshop_14_MajaKabus.mp4 Kabus_MODE.pdf
11:55 AM	--- Discussion ---
12:00 PM	Neural networks for jet-energy subtraction in heavy-ion collisions - Laura Brittany Havener (Yale University (US)) DifferentialPrograming_HIBackground_Havener_noamin.pdf
12:20 PM	--- Discussion ---
12:25 PM	Deep learning stochastic processes with QCD phase transition - Lingxiao Wang (Frankfurt Institute for Advanced Studies) 2021-09-06to08_modeWorkshop_16_LingxiaoWang.mp4 20210907MODE_langevin_lingxiao.pdf
12:45 PM	--- Discussion ---
12:50 PM	Machine Learning Applications for CBM at FAIR - Shahid Khan (University of Tuebingen) 2021-09-06to08_modeWorkshop_17_ShahidKhan.mp4 Machine learning and deep learning for CBM at FAIR.pdf Machine learning and deep learning for CBM at FAIR.pdf Machine learning and deep learning for CBM at FAIR.pptx
1:10 PM	--- Discussion ---
1:15 PM	In-medium heavy-quark interaction via deep learning - Shuzhe SHI (McGill University) 2021-09-06to08_modeWorkshop_18_ShuzheShi.mp4 Complex Potential.pdf
1:35 PM	--- Discussion ---

10:00 AM	Brainstorming, expressions of interest, definition of tasks and goals, whitepaper - Andrea Giammanco (Universite Catholique de Louvain (UCL) (BE)) Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) Tommaso Dorigo (Universita e INFN, Padova (IT)) (until 11:00 AM) 2021-09-08_SummaryHEPSessionAtFirstMODEWorkshop_vischia.pdf Day 3 of the workshop.pdf Day 3 of the workshop.pptx MIMA_cherenkov_MODE_workshop.pdf mode_astro_summary.pdf MODE_MuColl.pdf MODE_summary_neutrino.pdf muography-mode-workshop2021-summary.pdf White paper discussion.pdf White paper discussion.pptx
11:00 AM	--- Coffee Break ---
11:30 AM	Brainstorming, expressions of interest, definition of tasks and goals, whitepaper -Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) Tommaso Dorigo (Universita e INFN, Padova (IT)) Andrea Giammanco (Universite Catholique de Louvain (UCL) (BE)) (until 1:30 PM) 2021-09-08_SummaryHEPSessionAtFirstMODEWorkshop_vischia.pdf Day 3 of the workshop.pdf Day 3 of the workshop.pptx MIMA_cherenkov_MODE_workshop.pdf mode_astro_summary.pdf MODE_MuColl.pdf MODE_summary_neutrino.pdf muography-mode-workshop2021-summary.pdf White paper discussion.pdf White paper discussion.pptx

12:00 PM	Registration and COVID-safe QR code check (until 12:30 PM)
12:30 PM	--- Welcome Lunch ---
1:30 PM	Introduction and goals of the Workshop - Tommaso Dorigo (Universita e INFN, Padova (IT)) (until 1:55 PM) 2021-09-06_modeWorkshop_1_TommasoDorigo.mp4 Opening of the workshop.pdf Opening of the workshop.pptx
1:55 PM	Opening and Keynote Lectures -Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) (until 4:55 PM)
1:55 PM	Opening Lecture: Differentiable programming and design optimization - Atılım Güneş Baydin (University of Oxford) 2021-09-06_modeWorkshop_2_AtilimGunesBaydin.mp4 differentiable-programming-and-design-optimization (1).pdf
2:40 PM	--- Discussion ---
2:50 PM	--- Small break ---
2:55 PM	Keynote Lecture: JAX for scientific computing - Dr Adam Paszke (Google Brain) 2021-09-06_modeWorkshop_3_AdamPaszke.mp4 [MODE] JAX for scientific computing.pdf
3:45 PM	--- Discussion ---
3:55 PM	Keynote Lecture: Generalization Properties of Deep Neural Networks Through The Prism of Interpolation - Prof. Mikhail Belkin (Halicioğlu Data Science Institute, UCSD) 2021-09-06_modeWorkshop_4_MikhailBelkin.mp4 slides(1).pdf
4:45 PM	--- Discussion ---
4:55 PM	--- Coffee Break ---
5:25 PM	Applications in Muon Tomography - Andrea Giammanco (Universite Catholique de Louvain (UCL) (BE)) (until 7:20 PM)
5:25 PM	Machine Learning application to volcano eruption forecasting using muography - Laszlo Olah (Hungarian Academy of Sciences (HU)) 2021-09-06_modeWorkshop_5_LaszloOlah.mp4 202109_Olah_VolcanoEruptionForecasting_MODEWS(1).pdf
5:45 PM	--- Discussion ---
5:50 PM	Role of AI in the industrial applications of muon tomography - Pablo Martinez Ruiz Del Arbol (Universidad de Cantabria and CSIC (ES)) 2021-09-06_modeWorkshop_6_PabloMartinezRuizDelArbol.mp4 IAForIndustrialApplications.pdf
6:10 PM	--- Discussion ---
6:15 PM	Material identification in nuclear waste drums using muon scattering tomography and multivariate analysis - Patrick Stowell (University of Sheffield) 2021-09-06_modeWorkshop_7_PatrickStowell.mp4 MODEWorkshopTalk_Stowell.pdf
6:35 PM	--- Discussion ---
6:40 PM	TomOpt: PyTorch-based Differential Muon Tomography Optimisation - Giles Chatham Strong (Universita e INFN, Padova (IT)) 2021-09-06_modeWorkshop_8_GilesChathamStrong.mp4 GSTD_ModeWS_06-09-21.pdf
7:10 PM	--- Discussion ---

1:40 PM	--- Lunch ---
2:30 PM	Applications in AstroHEP - Roberto Ruiz De Austri (Instituto de Fisica Corpuscular (ES)) (until 4:35 PM)
2:30 PM	Cosmology in the machine learning era - Francisco Villaescusa-Navarro (OATS-INAF) 2021-09-06to08_modeWorkshop_19_FranciscoVillaescusaNavarro.mp4 MODE_September_2021.pdf MODE_September_2021.pptx
2:50 PM	--- Discussion ---
2:55 PM	Gravitational Waves Detectors - Dr Mateusz Bawaj (Università degli Studi di Perugia) 2021-09-06to08_modeWorkshop_20_MateuszBawaj.mp4 Bawaj_GW_detectors(1).pdf
3:15 PM	--- Discussion ---
3:20 PM	Optimization of Optical and Radio Detectors for high-energy Neutrinos - Christian Glaser (RWTH Aachen) 2021-09-06to08_modeWorkshop_21_ChristianGlaser.mp4 IceCubeGen2_glaser.pdf
3:40 PM	--- Discussion ---
3:45 PM	Targeted dark matter substructure inference with differentiable strong lensing - Adam Coogan (University of Amsterdam) 2021-09-06to08_modeWorkshop_22_AdamCoogan.mp4 amcoogan-lensing-mode-upload.key amcoogan-lensing-mode-upload.pdf
4:05 PM	--- Discussion ---
4:10 PM	Cherenkov Telescopes - Gernot Maier 2021-09-06to08_modeWorkshop_23_GernotMaier.mp4 Mode-CherenkovTelescopes.pdf
4:30 PM	--- Discussion ---
4:35 PM	--- Coffee Break and group photo ---
5:00 PM	Applications in Neutrino Detection - Kazuhiro Terao (Columbia University) (until 7:25 PM)
5:00 PM	AI In Neutrinoless Double Beta Decay Searches - Corey Adams (Argonne National Laboratory) 2021-09-06to08_modeWorkshop_24_CoreyAdams.mp4 MODE-NEXT.pdf
5:20 PM	--- Discussion ---
5:25 PM	Machine Learning Techniques for Water Cherenkov Event Reconstruction - Nick Prouse (Queen Mary University of London) 2021-09-06to08_modeWorkshop_25_NickProuse.mp4 MODE WatChMaL.pdf
5:45 PM	--- Discussion ---
5:50 PM	Scalable, End-to-End, Deep-Learning-Based Data Reconstruction Chain for 3D Particle Imaging Detectors - François Drielsma (Universite de Geneve (CH)) 2021-09-06to08_modeWorkshop_26_FrancoisDrielsma.mp4 drielsma_mode_lartpc_ml_reco_chain.pdf
6:10 PM	--- Discussion ---
6:15 PM	Dark matter and its ML-enhanced direct detection - Christopher Tunnell (Rice University)
6:35 PM	--- Discussion ---
6:40 PM	P-ONE: Test Case for ML Based Detector Design - Christian Haack (III. Physikalisches Institut B, RWTH Aachen University) 2021-09-06to08_modeWorkshop_28_ChristianHaack.mp4 PONE_MODE (1).pdf
7:00 PM	--- Discussion ---
7:05 PM	GENETIS: Evolving Antennas for Ultra-High Energy Neutrino Detection - Alexander Machtay (Ohio State University) 2021-09-06to08_modeWorkshop_29_AlexMachtay.mp4 GENETIS_MODE_Presentation.pptx
7:20 PM	--- Discussion ---
8:00 PM	--- Social Dinner ---

1:30 PM	--- Lunch ---
2:30 PM	Progress in Computer Science - Atılım Güneş Baydin (University of Oxford) (until 3:20 PM)
2:30 PM	Gradient-based probabilistic inference in Pyro.ai - Dr Fritz Obermeyer (Broad Institute) Pyro @ MODE 2021.pdf
2:50 PM	--- Discussion ---
2:55 PM	Efficient and modular implicit differentiation - Dr Mathieu Blondel (Google Brain) jaxopt-slides.pdf
3:15 PM	--- Discussion ---
3:20 PM	--- Coffee Break ---
3:50 PM	Progress in Computer Science - Atılım Güneş Baydin (University of Oxford) (until 5:05 PM)
3:50 PM	Neos: upstream optimization for downstream inference - Nathan Daniel Simpson (Lund University (SE)) MODE_Sept21_Nathan_simpson_e2e.pdf
4:10 PM	--- Discussion ---
4:15 PM	CERN GRID on Kubernetes - Lukas Alexander Heinrich (CERN)
4:35 PM	--- Discussion ---
4:40 PM	Quantum Machine Learning - Su Yeon Chang (EPFL - Ecole Polytechnique Federale Lausanne (CH)) QuantumGAN.pdf
5:00 PM	--- Discussion ---
5:05 PM	Organization of Future Activities and Closing of the Workshop -Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) (until 5:35 PM) 2021-09-08_ClosingOfTheWorkshopAtFirstMODEWorkshop_vischia.pdf

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