Indico style
Indico style - inline minutes
Indico style - numbered
Indico style - numbered + minutes
Indico Weeks View
Choose Timezone
Use the event/category timezone
Specify a timezone
Africa/Abidjan
Africa/Accra
Africa/Addis_Ababa
Africa/Algiers
Africa/Asmara
Africa/Bamako
Africa/Bangui
Africa/Banjul
Africa/Bissau
Africa/Blantyre
Africa/Brazzaville
Africa/Bujumbura
Africa/Cairo
Africa/Casablanca
Africa/Ceuta
Africa/Conakry
Africa/Dakar
Africa/Dar_es_Salaam
Africa/Djibouti
Africa/Douala
Africa/El_Aaiun
Africa/Freetown
Africa/Gaborone
Africa/Harare
Africa/Johannesburg
Africa/Juba
Africa/Kampala
Africa/Khartoum
Africa/Kigali
Africa/Kinshasa
Africa/Lagos
Africa/Libreville
Africa/Lome
Africa/Luanda
Africa/Lubumbashi
Africa/Lusaka
Africa/Malabo
Africa/Maputo
Africa/Maseru
Africa/Mbabane
Africa/Mogadishu
Africa/Monrovia
Africa/Nairobi
Africa/Ndjamena
Africa/Niamey
Africa/Nouakchott
Africa/Ouagadougou
Africa/Porto-Novo
Africa/Sao_Tome
Africa/Tripoli
Africa/Tunis
Africa/Windhoek
America/Adak
America/Anchorage
America/Anguilla
America/Antigua
America/Araguaina
America/Argentina/Buenos_Aires
America/Argentina/Catamarca
America/Argentina/Cordoba
America/Argentina/Jujuy
America/Argentina/La_Rioja
America/Argentina/Mendoza
America/Argentina/Rio_Gallegos
America/Argentina/Salta
America/Argentina/San_Juan
America/Argentina/San_Luis
America/Argentina/Tucuman
America/Argentina/Ushuaia
America/Aruba
America/Asuncion
America/Atikokan
America/Bahia
America/Bahia_Banderas
America/Barbados
America/Belem
America/Belize
America/Blanc-Sablon
America/Boa_Vista
America/Bogota
America/Boise
America/Cambridge_Bay
America/Campo_Grande
America/Cancun
America/Caracas
America/Cayenne
America/Cayman
America/Chicago
America/Chihuahua
America/Costa_Rica
America/Creston
America/Cuiaba
America/Curacao
America/Danmarkshavn
America/Dawson
America/Dawson_Creek
America/Denver
America/Detroit
America/Dominica
America/Edmonton
America/Eirunepe
America/El_Salvador
America/Fort_Nelson
America/Fortaleza
America/Glace_Bay
America/Goose_Bay
America/Grand_Turk
America/Grenada
America/Guadeloupe
America/Guatemala
America/Guayaquil
America/Guyana
America/Halifax
America/Havana
America/Hermosillo
America/Indiana/Indianapolis
America/Indiana/Knox
America/Indiana/Marengo
America/Indiana/Petersburg
America/Indiana/Tell_City
America/Indiana/Vevay
America/Indiana/Vincennes
America/Indiana/Winamac
America/Inuvik
America/Iqaluit
America/Jamaica
America/Juneau
America/Kentucky/Louisville
America/Kentucky/Monticello
America/Kralendijk
America/La_Paz
America/Lima
America/Los_Angeles
America/Lower_Princes
America/Maceio
America/Managua
America/Manaus
America/Marigot
America/Martinique
America/Matamoros
America/Mazatlan
America/Menominee
America/Merida
America/Metlakatla
America/Mexico_City
America/Miquelon
America/Moncton
America/Monterrey
America/Montevideo
America/Montserrat
America/Nassau
America/New_York
America/Nipigon
America/Nome
America/Noronha
America/North_Dakota/Beulah
America/North_Dakota/Center
America/North_Dakota/New_Salem
America/Nuuk
America/Ojinaga
America/Panama
America/Pangnirtung
America/Paramaribo
America/Phoenix
America/Port-au-Prince
America/Port_of_Spain
America/Porto_Velho
America/Puerto_Rico
America/Punta_Arenas
America/Rainy_River
America/Rankin_Inlet
America/Recife
America/Regina
America/Resolute
America/Rio_Branco
America/Santarem
America/Santiago
America/Santo_Domingo
America/Sao_Paulo
America/Scoresbysund
America/Sitka
America/St_Barthelemy
America/St_Johns
America/St_Kitts
America/St_Lucia
America/St_Thomas
America/St_Vincent
America/Swift_Current
America/Tegucigalpa
America/Thule
America/Thunder_Bay
America/Tijuana
America/Toronto
America/Tortola
America/Vancouver
America/Whitehorse
America/Winnipeg
America/Yakutat
America/Yellowknife
Antarctica/Casey
Antarctica/Davis
Antarctica/DumontDUrville
Antarctica/Macquarie
Antarctica/Mawson
Antarctica/McMurdo
Antarctica/Palmer
Antarctica/Rothera
Antarctica/Syowa
Antarctica/Troll
Antarctica/Vostok
Arctic/Longyearbyen
Asia/Aden
Asia/Almaty
Asia/Amman
Asia/Anadyr
Asia/Aqtau
Asia/Aqtobe
Asia/Ashgabat
Asia/Atyrau
Asia/Baghdad
Asia/Bahrain
Asia/Baku
Asia/Bangkok
Asia/Barnaul
Asia/Beirut
Asia/Bishkek
Asia/Brunei
Asia/Chita
Asia/Choibalsan
Asia/Colombo
Asia/Damascus
Asia/Dhaka
Asia/Dili
Asia/Dubai
Asia/Dushanbe
Asia/Famagusta
Asia/Gaza
Asia/Hebron
Asia/Ho_Chi_Minh
Asia/Hong_Kong
Asia/Hovd
Asia/Irkutsk
Asia/Jakarta
Asia/Jayapura
Asia/Jerusalem
Asia/Kabul
Asia/Kamchatka
Asia/Karachi
Asia/Kathmandu
Asia/Khandyga
Asia/Kolkata
Asia/Krasnoyarsk
Asia/Kuala_Lumpur
Asia/Kuching
Asia/Kuwait
Asia/Macau
Asia/Magadan
Asia/Makassar
Asia/Manila
Asia/Muscat
Asia/Nicosia
Asia/Novokuznetsk
Asia/Novosibirsk
Asia/Omsk
Asia/Oral
Asia/Phnom_Penh
Asia/Pontianak
Asia/Pyongyang
Asia/Qatar
Asia/Qostanay
Asia/Qyzylorda
Asia/Riyadh
Asia/Sakhalin
Asia/Samarkand
Asia/Seoul
Asia/Shanghai
Asia/Singapore
Asia/Srednekolymsk
Asia/Taipei
Asia/Tashkent
Asia/Tbilisi
Asia/Tehran
Asia/Thimphu
Asia/Tokyo
Asia/Tomsk
Asia/Ulaanbaatar
Asia/Urumqi
Asia/Ust-Nera
Asia/Vientiane
Asia/Vladivostok
Asia/Yakutsk
Asia/Yangon
Asia/Yekaterinburg
Asia/Yerevan
Atlantic/Azores
Atlantic/Bermuda
Atlantic/Canary
Atlantic/Cape_Verde
Atlantic/Faroe
Atlantic/Madeira
Atlantic/Reykjavik
Atlantic/South_Georgia
Atlantic/St_Helena
Atlantic/Stanley
Australia/Adelaide
Australia/Brisbane
Australia/Broken_Hill
Australia/Darwin
Australia/Eucla
Australia/Hobart
Australia/Lindeman
Australia/Lord_Howe
Australia/Melbourne
Australia/Perth
Australia/Sydney
Canada/Atlantic
Canada/Central
Canada/Eastern
Canada/Mountain
Canada/Newfoundland
Canada/Pacific
Europe/Amsterdam
Europe/Andorra
Europe/Astrakhan
Europe/Athens
Europe/Belgrade
Europe/Berlin
Europe/Bratislava
Europe/Brussels
Europe/Bucharest
Europe/Budapest
Europe/Busingen
Europe/Chisinau
Europe/Copenhagen
Europe/Dublin
Europe/Gibraltar
Europe/Guernsey
Europe/Helsinki
Europe/Isle_of_Man
Europe/Istanbul
Europe/Jersey
Europe/Kaliningrad
Europe/Kiev
Europe/Kirov
Europe/Lisbon
Europe/Ljubljana
Europe/London
Europe/Luxembourg
Europe/Madrid
Europe/Malta
Europe/Mariehamn
Europe/Minsk
Europe/Monaco
Europe/Moscow
Europe/Oslo
Europe/Paris
Europe/Podgorica
Europe/Prague
Europe/Riga
Europe/Rome
Europe/Samara
Europe/San_Marino
Europe/Sarajevo
Europe/Saratov
Europe/Simferopol
Europe/Skopje
Europe/Sofia
Europe/Stockholm
Europe/Tallinn
Europe/Tirane
Europe/Ulyanovsk
Europe/Uzhgorod
Europe/Vaduz
Europe/Vatican
Europe/Vienna
Europe/Vilnius
Europe/Volgograd
Europe/Warsaw
Europe/Zagreb
Europe/Zaporozhye
Europe/Zurich
GMT
Indian/Antananarivo
Indian/Chagos
Indian/Christmas
Indian/Cocos
Indian/Comoro
Indian/Kerguelen
Indian/Mahe
Indian/Maldives
Indian/Mauritius
Indian/Mayotte
Indian/Reunion
Pacific/Apia
Pacific/Auckland
Pacific/Bougainville
Pacific/Chatham
Pacific/Chuuk
Pacific/Easter
Pacific/Efate
Pacific/Fakaofo
Pacific/Fiji
Pacific/Funafuti
Pacific/Galapagos
Pacific/Gambier
Pacific/Guadalcanal
Pacific/Guam
Pacific/Honolulu
Pacific/Kanton
Pacific/Kiritimati
Pacific/Kosrae
Pacific/Kwajalein
Pacific/Majuro
Pacific/Marquesas
Pacific/Midway
Pacific/Nauru
Pacific/Niue
Pacific/Norfolk
Pacific/Noumea
Pacific/Pago_Pago
Pacific/Palau
Pacific/Pitcairn
Pacific/Pohnpei
Pacific/Port_Moresby
Pacific/Rarotonga
Pacific/Saipan
Pacific/Tahiti
Pacific/Tarawa
Pacific/Tongatapu
Pacific/Wake
Pacific/Wallis
US/Alaska
US/Arizona
US/Central
US/Eastern
US/Hawaii
US/Mountain
US/Pacific
UTC
Save
US/Central
English (United Kingdom)
English (United Kingdom)
English (United States)
Español (España)
Français (France)
Polski (Polska)
Português (Brasil)
Türkçe (Türkiye)
Монгол (Монгол)
Українська (Україна)
中文 (中国)
Login
3rd ICFA Beam Dynamics Mini-Workshop on Machine Learning Applications for Particle Accelerators (Chicago, IL - Palmer House Hilton)
1–4 Nov 2022
Chicago, IL
US/Central timezone
Homepage
Overview
Call for Abstracts
Timetable
Fermilab Tour Details
Contribution List
Workshop Coordinator
petway@bnl.gov
Material Package
Added Since
Include only attachments uploaded after this date
Include
*
Everything
Specific sessions
Specific contributions
Specific days
Sessions
*
Collaborations
Collaborations
Reinforecement Learning (Session Moderator: Christine Sweeney, LANL)
Modeling (Session Moderator: Chris Tennant, JLAB)
Facility (Session Moderator: Francesco Maria Velotti, CERN)
Optimization (Session Moderator: Hirokazu Maesaka, RIKEN Spring-8 Center)
Analysis (Session Moderator: Raimund Kammering, DESY)
Summaries - Modeling & Anallysis Summary
Summaries - Optimization Summary
Facility & Prognostics Summary
Prognostics (Session Moderator: Verena Kain, CERN)
Bayesian Optimization (Session Moderator: Andrea Santamaria Garcia, Karlsruhe Institute of Technology)
Poster Session (cold drinks and snacks)
Include materials from selected sessions
Contributions
*
A Closer Look at Reinforcement Learning for Beam-Based Feedback Systems (in session "Reinforecement Learning (Session Moderator: Christine Sweeney, LANL)")
A Smart Alarm for the CEBAF Injector (in session "Poster Session (cold drinks and snacks)")
Al for Muon Collider Design: Progress and Plans
ALCF - HPC for AI/ML (Corey J. Adams, ANL)
An Efficient Classifier-Based Surrogate Assisted Evolutionary Algorithm (in session "Poster Session (cold drinks and snacks)")
Analysis Affiliation (in session "Summaries - Modeling & Anallysis Summary")
Analysis and Visualisation of Transverse beam properties at the European XFEL (in session "Poster Session (cold drinks and snacks)")
Application of Natural Language Processing on Electronic Logbooks (in session "Facility (Session Moderator: Francesco Maria Velotti, CERN)")
APPLICATIONS OF MACHINE LEARNING IN PHOTO-CATHODE INJECTORS (in session "Poster Session (cold drinks and snacks)")
Apply Machine Learning in Orbit Control and Accelerator Stabilization (in session "Poster Session (cold drinks and snacks)")
Automatic Optimization of X-ray Free-Electron Laser at SACLA (in session "Poster Session (cold drinks and snacks)")
Badger (in session "Collaborations")
Badger (in session "Collaborations")
Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements (in session "Bayesian Optimization (Session Moderator: Andrea Santamaria Garcia, Karlsruhe Institute of Technology)")
Bayesian Optimization for Trajectory Alignment at LEReC (in session "Bayesian Optimization (Session Moderator: Andrea Santamaria Garcia, Karlsruhe Institute of Technology)")
Beam Loss Disentangling Model Hyperparameter Tuning Methods (in session "Poster Session (cold drinks and snacks)")
Beam-Based RF Station Fault Identification at the Linac Coherent Light Source (in session "Prognostics (Session Moderator: Verena Kain, CERN)")
BO, Affiliation (in session "Summaries - Optimization Summary")
BPM measurement prediction based on HOM signals using Machine Learning (in session "Poster Session (cold drinks and snacks)")
Classification and Prediction of Superconducting Magnet Quenches (in session "Poster Session (cold drinks and snacks)")
Concluding Remarks
Continuous Anomaly Detection and Labeling for the Fermilab Linac (in session "Poster Session (cold drinks and snacks)")
Data Analysis and Control of an MeV Ultrafast Electron Diffraction System Using Machine Learning (in session "Facility (Session Moderator: Francesco Maria Velotti, CERN)")
Data-Driven Chaos Indicators for Beam Dynamics (in session "Poster Session (cold drinks and snacks)")
Data-Driven Chaos Indictor for Nonlinear Dynamics and Applications on Storage Ring Lattice Design (in session "Modeling (Session Moderator: Chris Tennant, JLAB)")
Design Optimization and In Situ Surrogate Modeling Activities in the Beam, Plasma & Accelerator Simulation Toolkit (BLAST) (in session "Poster Session (cold drinks and snacks)")
Disentangling Beam Losses in the Fermilab Main Injector Enclosure Using Real-time Edge AI (in session "Prognostics (Session Moderator: Verena Kain, CERN)")
Emittance Measurement Speedup with Machine Learning at the Coherent electron Cooling Experiment at RHIC (in session "Poster Session (cold drinks and snacks)")
Enhancing UED temporal resolution with time-stamping virtual diagnostics (in session "Poster Session (cold drinks and snacks)")
Experience with Integrated Systems for Online Physics Modeling, Adaptive ML Modeling, and Model-Based Control (in session "Modeling (Session Moderator: Chris Tennant, JLAB)")
Exploring and Applying Different Machine Learning Techniques in a Synchrotron (in session "Poster Session (cold drinks and snacks)")
Facility, Affiliation (in session "Facility & Prognostics Summary")
Fast THz Radiation Optimization for Linear Accelerator using Surrogate Model (in session "Poster Session (cold drinks and snacks)")
Future Workshop
GeOFF and COI (in session "Collaborations")
GeOFF and COI (in session "Collaborations")
Graph Embeddings for CEBAF Operations: Progress and Future Plans (in session "Poster Session (cold drinks and snacks)")
How to get ML into the Control Room - the CERN ML Frameworks (in session "Facility (Session Moderator: Francesco Maria Velotti, CERN)")
ID Orbit Compensation with Neural Networks for PETRA III (in session "Optimization (Session Moderator: Hirokazu Maesaka, RIKEN Spring-8 Center)")
Image Segmentation for Automated Sample Alignment in Neutron Scattering Experiments (in session "Poster Session (cold drinks and snacks)")
Improving Neural Networks Predictions using Physics - PINN for the CERN Accelerators (in session "Analysis (Session Moderator: Raimund Kammering, DESY)")
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training (in session "Poster Session (cold drinks and snacks)")
Longitudinal Phase Space Manipulation at the LCLS using Neural Networks and Bayesian Optimization (in session "Poster Session (cold drinks and snacks)")
Luminosity Tuning for Future Electron Ion Collider (in session "Modeling (Session Moderator: Chris Tennant, JLAB)")
Machine Learning for Beam Emittance Measurement and Aberration Correction of an Electron Microscope (in session "Poster Session (cold drinks and snacks)")
Machine Learning for Slow Spill Regulation in the Fermilab Delivery Ring (in session "Reinforecement Learning (Session Moderator: Christine Sweeney, LANL)")
Machine Learning for Tuning, Prediction, and Control at the KIT electron accelerators (in session "Optimization (Session Moderator: Hirokazu Maesaka, RIKEN Spring-8 Center)")
Machine Learning to Support the ATLAS Linac Operations at Argonne (in session "Poster Session (cold drinks and snacks)")
Machine Learning Tools to support the ATLAS Ion Linac Operations at Argonne (in session "Bayesian Optimization (Session Moderator: Andrea Santamaria Garcia, Karlsruhe Institute of Technology)")
Machine learning-based surrogate model construction for optics matching at the European XFEL (in session "Poster Session (cold drinks and snacks)")
Meet & Greet
Modeling, Affiliation (in session "Summaries - Modeling & Anallysis Summary")
Muon monitor signal to predict NuMI beam parameters and horn current by applying Machine Learning techniques (in session "Poster Session (cold drinks and snacks)")
Neural Network Surrogate Priors for Efficient Bayesian Optimization (in session "Poster Session (cold drinks and snacks)")
Open Discussion (in session "Collaborations")
Open Discussion (in session "Collaborations")
Open Discussion (in session "Summaries - Optimization Summary")
Open Discussion (in session "Summaries - Modeling & Anallysis Summary")
Open Discussion (in session "Facility & Prognostics Summary")
Opt, Affiliation (in session "Summaries - Optimization Summary")
Optimization of dynamic aperture for the Electron-Ion Collider (in session "Poster Session (cold drinks and snacks)")
Phase Space Reconstruction from Accelerator Beam Measurements Using Neural Networks and Differentiable Simulations (in session "Analysis (Session Moderator: Raimund Kammering, DESY)")
Prog, Affiliation (in session "Facility & Prognostics Summary")
Prospects for Machine Learning and Pulse Shaping in the Scorpius Accelerator (in session "Poster Session (cold drinks and snacks)")
RadiaSoft Tools (RadiaSoft Team, RadiaSoft) (in session "Collaborations")
RadiaSoft Tools (RadiaSoft Team, RadiaSoft) (in session "Collaborations")
RadiaSoft Tools (RadiaSoft Team, RadiaSoft)
Recent Progress on ML-based Optimization and anomaly prediction at APS (in session "Optimization (Session Moderator: Hirokazu Maesaka, RIKEN Spring-8 Center)")
Registration
Registration (Coffee and Snacks will be available)
Reinforcement Learning Applied to Optimization of LHC Beams in the CERN Proton Synchrotron (in session "Reinforecement Learning (Session Moderator: Christine Sweeney, LANL)")
Relating Initial Distribution to Beam Loss on the Front End of a Heavy-Ion Linac Using Machine Learning (in session "Poster Session (cold drinks and snacks)")
RL, Affiliation (in session "Summaries - Optimization Summary")
Simulation Studies and Machine Learning Applications for Orbit Correction at the Alternating Gradient Syndhrotron (in session "Analysis (Session Moderator: Raimund Kammering, DESY)")
SRF Cavity Fault Classification and Prediction at Jefferson Lab (in session "Prognostics (Session Moderator: Verena Kain, CERN)")
Status of Data-Driven Bea Trajectory Anomaly Detection (in session "Prognostics (Session Moderator: Verena Kain, CERN)")
Tour of FNAL
Towards (more) autonomous accelerators - Status and Vision at CERN (in session "Facility (Session Moderator: Francesco Maria Velotti, CERN)")
Towards End-to-End Differentiable Accelerator Modeling (in session "Modeling (Session Moderator: Chris Tennant, JLAB)")
Towards Linac RF Optimization with Machine Learning (in session "Optimization (Session Moderator: Hirokazu Maesaka, RIKEN Spring-8 Center)")
Transverse 2D Phase-Space Tomography Using BPMs (in session "Analysis (Session Moderator: Raimund Kammering, DESY)")
Tutorial on Anomaly Detection
Tutorial on Bayesian Optimization
Tutorial on Reinforcement Learning (Speaker: Kishansingh Rajput, JLAB)
Tutorial on Uncertainty Quantification
Tutorials - Prep and Instructions
Uncertainty Aware Anomaly Detection to Predict Errant Beam Pulses and GradCAM Analysis (in session "Prognostics (Session Moderator: Verena Kain, CERN)")
Updates on the surrogate model design for MUED (in session "Poster Session (cold drinks and snacks)")
Welcome
Xopt (in session "Collaborations")
Xopt (in session "Collaborations")
Xopt: A Simplified Framework for Optimization of Arbitrary Problems using Advanced Algorithms (in session "Poster Session (cold drinks and snacks)")
Include materials from selected contributions
Events scheduled on
*
01/11/2022
02/11/2022
03/11/2022
04/11/2022
Include materials from sessions/contributions scheduled on the selected dates