ACAT 2022

Name: ACAT 2022
Start: 2022-10-23T16:30:00+02:00
End: 2022-10-28T17:00:00+02:00
Location: Villa Romanazzi Carducci, Bari, Italy

23–28 Oct 2022

Villa Romanazzi Carducci, Bari, Italy

Europe/Rome timezone

Contact

acat-loc2022@cern.ch

Speakers list

Simon Akar (University of Cincinnati (US))
- Speaker at Comparing and improving hybrid deep learning algorithms for identifying and locating primary vertices
- Speaker at Comparing and improving hybrid deep learning algorithms for identifying and locating primary vertices
Fabrizio Alfonsi (Universita e INFN, Bologna (IT))
- Speaker at A FPGA Implementation of the Hough Transform tracking algorithm for the Phase-II upgrade of ATLAS
- Speaker at A FPGA Implementation of the Hough Transform tracking algorithm for the Phase-II upgrade of ATLAS
Corentin Allaire (Université Paris-Saclay (FR))
- Speaker at Auto-tuning capabilities of the ACTS track reconstruction suite
Antonio Augusto Alves Junior (University of Cincinnati (US) / IAP-Karlsruhe Institute of Technology (DE))
- Speaker at Advances in parallelization of particle showers simulations in CORSIKA 8
Guilherme Amadio (CERN)
- Speaker at Challenges and opportunities integrating LLAMA into AdePT
Irene Andreou
- Speaker at Evaluating Generative Adversarial Networks for particle hit generation in a cylindrical drift chamber using Fréchet Inception Distance
- Speaker at Evaluating Generative Adversarial Networks for particle hit generation in a cylindrical drift chamber using Fréchet Inception Distance
Luca Anzalone (Universita e INFN, Bologna (IT))
- Speaker at Affine Parametric Neural Networks for High-Energy Physics
Yasumichi Aoki (RIKEN)
- Speaker at Lattice QCD with the Supercomputer Fugaku - progress and prospects
Raja Appuswamy (Eurecom)
- Speaker at Microform and Macromolecules: Archiving digital data on analog or biological storage media
- Speaker at TBC
Jack Araz (IPPP - Durham University)
- Speaker at Bridge between Classical & Quantum Machine Learning
Simon David Badger (Universita e INFN Torino (IT))
- Speaker at Loop amplitudes at the precision frontier
Stefano Bagnasco (Istituto Nazionale di Fisica Nucleare, Torino)
- Speaker at Computing for Gravitational-wave Research towards O4
Matteo Barbetti (Universita e INFN, Firenze (IT))
- Speaker at Hyperparameter Optimization as a Service on INFN Cloud
- Speaker at Lamarr: LHCb ultra-fast simulation based on machine learning models
Marco Barbone
- Speaker at Accelerating the DBSCAN clustering algorithm for low-latency primary vertex reconstruction
- Speaker at Accelerating the DBSCAN clustering algorithm for low-latency primary vertex reconstruction
- Speaker at GPU acceleration of Monte Carlo simulations: particle physics methods applied to medicine
Ilyes Batatia (Engineering Laboratory, University of Cambridge)
- Speaker at Boost-Invariant Polynomials: an efficient and interpretable approach to jet tagging
Moritz David Bauer
- Speaker at XRootD caching for Belle II
- Speaker at XRootD caching for Belle II
Vasilis Belis (ETH Zurich (CH))
- Speaker at Quantum anomaly detection in the latent spaces of high energy physics events
- Speaker at Quantum anomaly detection in the latent spaces of high energy physics events
Roberto Bellotti (Dipartimento di Fisica, Università degli Studi di Bari)
- Speaker at Welcome address by Dipartimento interateneo di Fisica Director (UniBa)
Josh Bendavid (CERN)
- Speaker at High performance analysis with RDataFrame and the python ecosystem: Scaling and Interoperability
- Speaker at High performance analysis with RDataFrame and the python ecosystem: Scaling and Interoperability
Sophie Berkman
- Speaker at High Performance Computing Workflow for Liquid Argon Time Projection Chamber Neutrino Experiments
- Speaker at High Performance Computing Workflow for Liquid Argon Time Projection Chamber Neutrino Experiments
Marta Bertran Ferrer (CERN)
- Speaker at CPU-level resources allocation for optimal execution of multi-process physics code
Anke Biekoetter (IPPP Durham)
- Speaker at Track 3 Summary
Gabor Biro (Wigner Research Centre for Physics (Wigner RCP) (HU))
- Speaker at Fast analysis facility for HEP experiments
- Speaker at Fast analysis facility for HEP experiments
- Speaker at Studying Hadronization by Machine Learning Techniques
Anish Biswas (Princeton University (US))
- Speaker at Differentiating through Awkward Arrays using JAX and a new CUDA backend for Awkward Arrays
Tommaso Boccali (INFN Sezione di Pisa)
- Speaker at Challenges and opportunities in migrating the CNAF datacenter to the Bologna Tecnopolo
Andrea Bocci (CERN)
- Speaker at Adoption of the alpaka performance portability library in the CMS software
- Speaker at Data transfer to remote GPUs over high performance networks
- Speaker at Data transfer to remote GPUs over high performance networks
Michael Boehler (Albert Ludwigs Universitaet Freiburg (DE))
- Speaker at A comparison of HEPSPEC benchmark performance on ATLAS Grid-Sites versus ideal conditions
- Speaker at A comparison of HEPSPEC benchmark performance on ATLAS Grid-Sites versus ideal conditions
Alexander Bogatskiy (Flatiron Institute, Simons Foundation)
- Speaker at Equivariant Neural Networks for Particle Physics: PELICAN
- Speaker at Equivariant Neural Networks for Particle Physics: PELICAN
Enrico Bothmann (University of Göttingen)
- Speaker at Machine learning for phase space integration with SHERPA
Nathan Brei
- Speaker at PHASM: A toolkit for creating AI surrogate models within legacy codebases
Lukas Breitwieser (CERN, ETH Zurich)
- Speaker at Towards extreme-scale agent-based simulation with BioDynaMo
David Britton (University of Glasgow (GB))
- Speaker at ACAT 2022 Conclusion and Outlook
Thomas Britton
- Speaker at AI Data Quality Monitoring with Hydra
- Speaker at AI Data Quality Monitoring with Hydra
Erica Brondolin (CERN)
- Speaker at k4Clue: Having CLUE at future colliders experiments
Anja Butter
- Speaker at Loop Amplitudes from Precision Networks
Eric Cano (CERN)
- Speaker at Implementation of generic SoA data structure in the CMS software
- Speaker at Implementation of generic SoA data structure in the CMS software
Zeno Capatti
- Speaker at First results of Local Unitarity at N3LO
Claudio Caputo (Universite Catholique de Louvain (UCL) (BE))
- Speaker at Enabling continuous speedup of CMS Event Reconstruction through continuous benchmarking
- Speaker at Enabling continuous speedup of CMS Event Reconstruction through continuous benchmarking
Jacopo Cerasoli (Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France)
- Speaker at A graph neural network for B decays reconstruction at Belle II
- Speaker at A graph neural network for B decays reconstruction at Belle II
Daniele Cesini (Universita e INFN, Bologna (IT))
- Speaker at Challenges and opportunities in migrating the CNAF datacenter to the Bologna Tecnopolo
Su Yeon Chang (EPFL - Ecole Polytechnique Federale Lausanne (CH))
- Speaker at Hybrid Quantum-Classical Networks for Reconstruction and Classification of Earth Observation Images
Oscar Roberto Chaparro Amaro (Instituto Politécnico Nacional. Centro de Investigación en Computación)
- Speaker at Preliminary Results of Vectorization of Density Functional Theory calculations in Geant4/V for amino acids
- Speaker at Preliminary Results of Vectorization of Density Functional Theory calculations in Geant4/V for amino acids
Rahul Chauhan (CERN)
- Speaker at Data Management interfaces for CMS experiment: building an improved user experience
- Speaker at Data Management interfaces for CMS experiment: building an improved user experience
Ying CHEN
- Speaker at Lattice QCD on supercomputers with Chinese CPU
gianluigi chiarello
- Speaker at Implementation of the Cluster Counting and Timing realtime algorithm on FPGA to improve the impact parameter estimates of the Drift Chamber and particle identification.
Taylor Childers (Argonne National Laboratory (US))
- Speaker at Developments in Performance and Portability of BlockGen
Namitha Chithirasreemadam (University of Pisa)
- Speaker at Event Display Development for Mu2e using Eve-7
- Speaker at Event Display Development for Mu2e using Eve-7
Saransh Chopra (Cluster Innovation Centre, University of Delhi)
- Speaker at Compiling Awkward Lorentz Vectors with Numba
- Speaker at Compiling Awkward Lorentz Vectors with Numba
Diego Ciangottini (INFN, Perugia (IT))
- Speaker at A distributed infrastructure for interactive analysis: the experience at INFN
- Speaker at A distributed infrastructure for interactive analysis: the experience at INFN
CMS Collaboration
- Speaker at CMS tracking performance in Run 2 and early Run 3 data using the tag-and-probe technique
- Speaker at CMS tracking performance in Run 2 and early Run 3 data using the tag-and-probe technique
Vito Conforti
- Speaker at The Software Quality Assurance programme of the ASTRI Mini-Array project
Gloria Corti (CERN)
- Speaker at The LHCb simulation software: Gauss and its Gaussino core framework
Juan Carlos Criado Álamo (University of Granada)
- Speaker at Quantum annealing applications in high-energy phenomenology
Stefano Dal Pra (Universita e INFN, Bologna (IT))
- Speaker at Transparent extension of INFN-T1 with heterogeneous computing architectures
- Speaker at Transparent extension of INFN-T1 with heterogeneous computing architectures
Egor Danilov (Fermilab and EPFL)
- Speaker at Temporal Variational Autoencoders and Simulation-based inference for interpolation of light curves of Gravitationally Lensed Quasars
Brunella D'Anzi (Universita e INFN, Bari (IT))
- Speaker at Cluster counting algorithms for particle identification at future colliders
- Speaker at Cluster counting algorithms for particle identification at future colliders
- Speaker at CMS tracking performance in Run 2 and early Run 3 data using the tag-and-probe technique
- Speaker at CMS tracking performance in Run 2 and early Run 3 data using the tag-and-probe technique
Elise de Doncker
- Speaker at Loop integral computation in the Euclidean or physical kinematical region using numerical integration and extrapolation
Nicola De Fillipis
- Speaker at Implementation of the Cluster Counting and Timing realtime algorithm on FPGA to improve the impact parameter estimates of the Drift Chamber and particle identification.
Giuseppe De Laurentis (Freiburg University)
- Speaker at lips: complex phase space goes singular and p-adic
Luca dell'Agnello (INFN)
- Speaker at Challenges and opportunities in migrating the CNAF datacenter to the Bologna Tecnopolo
Sascha Daniel Diefenbacher (Hamburg University (DE))
- Speaker at Generative Models for  Fast (Calorimeter) Simulation
Svenja Diekmann (Rheinisch Westfaelische Tech. Hoch. (DE))
- Speaker at Lightning talk: Binning high-dimensional classifier output for HEP analyses through a clustering algorithm
- Speaker at Binning high-dimensional classifier output for HEP analyses through a clustering algorithm
- Speaker at Binning high-dimensional classifier output for HEP analyses through a clustering algorithm
Adriano Di Florio (Politecnico e INFN, Bari)
- Speaker at Primary Vertex Reconstruction for Heterogeneous Architecture at CMS
Barry Dillon (University of Heidelberg)
- Speaker at Anomaly searches for new physics at the LHC
Andrea Di Luca (Universita degli Studi di Trento and INFN (IT))
- Speaker at Deep learning based event reconstruction for the HEPD-02 detector on board the China Seismo-Electromagnetic Satellite
- Speaker at Deep learning based event reconstruction for the HEPD-02 detector on board the China Seismo-Electromagnetic Satellite
Tony Di Pilato (CASUS - Center for Advanced Systems Understanding (DE))
- Speaker at Performance study of the CLUE algorithm with the alpaka library
Maciej Dragula
- Speaker at Optimization and deployment of ML fast simulation models
Jakob Karl Eberhardt (University of Applied Sciences (DE))
- Speaker at CernVM 5: a versatile container-based platform to run HEP applications
Martin Eriksen
- Speaker at Galaxy survey data reduction with deep learning
Irina Espejo Morales (New York University (US))
- Speaker at Scaling MadMiner with a deployment on REANA
- Speaker at Scaling MadMiner with a deployment on REANA
Wenxing Fang
- Speaker at Accurate dE/dx simulation and prediction using ML method in the BESIII experiment
Mate Zoltan Farkas (Rheinisch Westfaelische Tech. Hoch. (DE))
- Speaker at A method for inferring signal strength modifiers by conditional invertible neural networks
Max Fischer (Karlsruhe Institute of Technology)
- Speaker at Advancing Opportunistic Resource Management via Simulation
Abhijith Gandrakota (Fermi National Accelerator Lab. (US))
- Speaker at Hunting for signals using Gaussian Process regression
Yu Gao
- Speaker at Accelerating ROOT compression with Intel ISA-L library
Rocky Bala Garg (Stanford University (US))
- Speaker at Auto-tuning capabilities of the ACTS track reconstruction suite
Elena Gazzarrini (CERN)
- Speaker at The Virtual Research Environment: towards a complexive analysis platform
Domenico Giordano (CERN)
- Speaker at The journey towards HEPscore, the HEP-specific CPU benchmark for WLCG
michael goodrich
- Speaker at EJFAT: Towards Intelligent Compute Destination Load Balancing
Manasvi Goyal (Delhi Technological University)
- Speaker at The Awkward World of Python and C++
Michele Grossi (CERN)
- Speaker at Conditional Born machine for Monte Carlo events generation
Bernhard Manfred Gruber (Technische Universitaet Dresden (DE))
- Speaker at Challenges and opportunities integrating LLAMA into AdePT
- Speaker at Updates on the Low-Level Abstraction of Memory Access
- Speaker at Updates on the Low-Level Abstraction of Memory Access
Enrico Guiraud (EP-SFT, CERN)
- Speaker at Simpler, faster and bigger: HEP analysis in the LHC Run 3 era
Christian Gutschow (UCL (UK))
- Speaker at Accelerating LHC event generation with simplified pilot runs and fast PDFs
Stephan Hageboeck (CERN)
- Speaker at Challenges and opportunities integrating LLAMA into AdePT
Martin Han Minh
- Speaker at Graph Neural Networks and their application in IceCube
Abhirami Harilal (Carnegie-Mellon University (US))
- Speaker at An Autoencoder-based Online Data Quality Monitoring for CMS ECAL
Theo Heimel (Heidelberg University)
- Speaker at Invertible Networks for the Matrix Element Method
Lukas Alexander Heinrich (CERN)
- Speaker at Custom event sample augmentations for ATLAS analysis data
- Speaker at Custom event sample augmentations for ATLAS analysis data
Felix Hekhorn
- Speaker at Theory prediction in PDF fitting
Mohamed Hemdan
- Speaker at Federated Learning Strategies of Generative Adversarial Networks for High Energy Physics Calorimeter Simulation
- Speaker at Federated Learning Strategies of Generative Adversarial Networks for High Energy Physics Calorimeter Simulation
Arthur Hennequin (Massachusetts Inst. of Technology (US))
- Speaker at Standalone track reconstruction in LHCb's SciFi detector for the GPU-based High Level Trigger
Marcel Hohmann
- Speaker at A calibrated particle identification for Belle II
- Speaker at A calibrated particle identification for Belle II
Yu Hu
- Speaker at A web based graphical user interface for X-ray computed tomography imaging
- Speaker at Flow-Unet for High Dimensional Image Semantic Segmentation
Biying Hu (Sun Yat-sen University)
- Speaker at Applications of supercomputer Tianhe-II in BESIII
- Speaker at Applications of supercomputer Tianhe-II in BESIII
Kaixuan Huang
- Speaker at Data Quality Monitoring for the JUNO Experiment
- Speaker at Data Quality Monitoring for the JUNO Experiment
Marc Huwiler (University of Zurich (CH))
- Speaker at Commissioning CMS online reconstruction with GPUs
- Speaker at Commissioning CMS online reconstruction with GPUs
Muhammad Imran (National Centre for Physics (PK))
- Speaker at Secrets Management for CMSWEB
- Speaker at Secrets Management for CMSWEB
Thomas Owen James (CERN)
- Speaker at The Level 1 Scouting system of the CMS experiment
Timo Janssen
- Speaker at Unweighted event generation for multi-jet production processes based on matrix element emulation
Xiaoqian Jia
- Speaker at BESIII track reconstruction algorithm based on machine learning
Benno Kach (Deutsches Elektronen-Synchrotron (DE))
- Speaker at JETFLOW: Generating jets with Normalizing Flows using the jet mass as condition and constraint
- Speaker at JETFLOW: Generating jets with Normalizing Flows using the jet mass as condition and constraint
Nilotpal Kakati (Weizmann Institute of Science (IL))
- Speaker at SCD: an open, realistic calorimeter for ML studies in HEP
- Speaker at SCD: an open, realistic calorimeter for ML studies in HEP
Hosein Karimi Khozani (IHEP)
- Speaker at Noise removal of the events at main drift chamber of BESIII with deep learning techniques
- Speaker at Noise removal of the events at main drift chamber of BESIII with deep learning techniques
Gregor Kasieczka (Hamburg University (DE))
- Speaker at Machine Learning in the Search for New Fundamental Physics
Elliott Kauffman (Duke University (US))
- Speaker at The adaptation of a deep learning model to locating primary vertices in the ATLAS experiment
- Speaker at The adaptation of a deep learning model to locating primary vertices in the CMS and ATLAS experiments
Stefan Kesselheim (Forschungszentrum Jülich)
- Speaker at A differentiable simulation approach for Solar Power Plants
Elham E Khoda (University of Washington (US))
- Speaker at Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml
- Speaker at Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml
Jungsang Kim
- Speaker at Practical Quantum Computing for Scientific Applications
Oriel Orphee Moira Kiss (Universite de Geneve (CH))
- Speaker at Quantum computing of the 6Li nucleus via ordered unitary coupled cluster
- Speaker at Quantum neural networks force fields generation
Ouail Kitouni (Massachusetts Inst. of Technology (US))
- Speaker at Neural Estimation of Energy Mover’s Distance for Clustering
Dennis Klein (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
- Speaker at Continuous Integration for the FairRoot Software Stack
- Speaker at Continuous Integration for the FairRoot Software Stack
Max Knobbe
- Speaker at Performance of modern color decompositions for standard candle LHC tree amplitudes
Evangelos Kourlitis (Argonne National Laboratory (US))
- Speaker at Optimizing the ATLAS Geant4 detector simulation software
Sven Krippendorf
- Speaker at Machine Learning for Beyond the Standard Model Physics
Annabel Kropf (DESY Hamburg)
- Speaker at Track reconstruction using quantum algorithms at LUXE
Baidyanath Kundu (Princeton University (US))
- Speaker at Efficient and Accurate Automatic Python Bindings with Cppyy and Cling
Ka Hei Martin Kwok (Fermi National Accelerator Lab. (US))
- Speaker at Application of Portable Parallelization Strategies for GPUs on track reconstruction kernels
Stefano Lacaprara (INFN sezione di Padova)
- Speaker at Data Calibration and Processing at Belle II
- Speaker at Data Calibration and Processing at Belle II
lia lavezzi (Universita e INFN Torino (IT))
- Speaker at Parametrized simulation of the micro-RWELL response with PARSIFAL software
- Speaker at Parametrized simulation of the micro-RWELL response with PARSIFAL software
Giulia Lavizzari
- Speaker at Variational AutoEncoders for Anomaly Detection in VBS events within an EFT framework
- Speaker at Variational AutoEncoders for Anomaly Detection in VBS events within an EFT framework
John Lawrence (University of Notre Dame (US))
- Speaker at Trigger Rate Monitoring Tools at CMS
- Speaker at Trigger Rate Monitoring Tools at CMS
Giovanna Lazzari Miotto (Universidade Federál Do Rio Grande Do Sul (BR))
- Speaker at RNTuple: Towards First-Class Support for HPC data centers
- Speaker at RNTuple: Towards First-Class Support for HPC data centers
Charles Leggett (Lawrence Berkeley National Lab (US))
- Speaker at Evaluating Portable Parallelization Strategies for Heterogeneous Architectures
William Axel Leight (University of Massachusetts Amherst)
- Speaker at Faster simulated track reconstruction in the ATLAS Fast Chain
- Speaker at Faster simulated track reconstruction in the ATLAS Fast Chain
Elias Leutgeb (Technische Universitaet Wien (AT))
- Speaker at The Level-1 Global Trigger for Phase-2: Algorithms, configuration and integration in the CMS offline framework
- Speaker at The Level-1 Global Trigger for Phase-2: Algorithms, configuration and integration in the CMS offline framework
Rui Li (Deggendorf Institute of Technology)
- Speaker at Quantum computing: a grand era for simulating fluid
Zhijun Li (Sun Yat-Sen University (CN))
- Speaker at Application of Unity for detector modeling in BESIII
- Speaker at Application of Unity for detector modeling in BESIII
Teng LI (Shandong University, CN)
- Speaker at A multi-purposed reconstruction method based on machine learning for atmospheric neutrino at JUNO
Helena Liebelt (Deggendorf Institute of Technology)
- Speaker at Quantum Technologies: areas of improvement or how not to slide into quantum winter
Meifeng Lin (Brookhaven National Laboratory (US))
- Speaker at Portable Programming Model Exploration for LArTPC Simulation in a Heterogeneous Computing Environment: OpenMP vs. SYCL
Tao Lin (Chinese Academy of Sciences (CN))
- Speaker at Development of a lightweight database interface for accessing JUNO conditions and parameters data
- Speaker at Integration of machine learning-trained models into JUNO's offline software
Jerry 🦑 Ling (Harvard University (US))
- Speaker at Binned histogram fitting for Bayesian inference via Automatic Differentiation in JuliaLang
- Speaker at Binned histogram fitting for Bayesian inference via Automatic Differentiation in JuliaLang
Xiaoyu Liu (IHEP)
- Speaker at Design and implementation of computational storage system based on EOS for HEP data processing
- Speaker at Design and implementation of computational storage system based on EOS for HEP data processing
- Speaker at HDTFS：Cost-effective Hadoop Distributed & Tiered File System for High Energy Physics
- Speaker at HDTFS：Cost-effective Hadoop Distributed & Tiered File System for High Energy Physics
Xiaoyu Liu (Central China Normal University CCNU (CN))
- Speaker at Design and implementation of computational storage system based on EOS for HEP data processing
- Speaker at Design and implementation of computational storage system based on EOS for HEP data processing
Ryan Liu
- Speaker at Hierarchical Graph Neural Networks for Particle Track Reconstruction
Alessandro Lonardo (Sapienza Universita e INFN, Roma I (IT))
- Speaker at APEIRON: composing smart TDAQ systems for high energy physics experiments
Kenneth Long (Massachusetts Inst. of Technology (US))
- Speaker at High performance analysis with RDataFrame and the python ecosystem: Scaling and Interoperability
- Speaker at High performance analysis with RDataFrame and the python ecosystem: Scaling and Interoperability
Marco Lorusso (Universita e INFN, Bologna (IT))
- Speaker at Implementing Machine Learning inference on FPGAs: from software to hardware using hls4ml
Andrea Luiselli (Intel Corporation Italia SPA (IT))
- Speaker at Technical Seminar: Accelerated Innovation for a More Sustainable and Open HPC-AI
Wuming Luo (Institute of High Energy Physics, Chinese Academy of Science)
- Speaker at Machine learning-based vertex reconstruction for reactor neutrinos in JUNO
- Speaker at Machine learning-based vertex reconstruction for reactor neutrinos in JUNO
Thomas Madlener (Deutsches Elektronen-Synchrotron (DESY))
- Speaker at Of Frames and schema evolution - The newest features of podio
Daniel Maitre (University of Durham (GB))
- Speaker at Integrations with a neural network
Vito Manzari (INFN - Bari)
- Speaker at Welcome address by INFN-Bari Director
Ali Marafi (Kuwait University (KW))
- Speaker at Data transfer to remote GPUs over high performance networks
- Speaker at Data transfer to remote GPUs over high performance networks
Antonio Marrone (Univ. of Bari)
- Speaker at Welcome address by Dipartimento interateneo di Fisica Director (UniBa)
Alberto Martini (DESY)
- Speaker at Run Dependent Monte Carlo at Belle II
Daniela Mascione (Universita degli Studi di Trento and INFN (IT))
- Speaker at Pruning and resizing deep neural networks for FPGA implementation in trigger systems at collider experiments
Diana McSpadden
- Speaker at Gaussian process for calibration and control of GlueX Central Drift Chamber
Ben Moews (Department of Physics, Carnegie Mellon University & Pittsburgh Supercomputing Center)
- Speaker at Physics-informed neural networks: The tug-of-war between knowledge and noise
Farouk Mokhtar (Univ. of California San Diego (US))
- Speaker at Progress towards an improved particle flow algorithm at CMS with machine learning
- Speaker at Progress towards an improved particle flow algorithm at CMS with machine learning
Spandan Mondal (RWTH Aachen (DE))
- Speaker at Improving robustness of jet tagging algorithms with adversarial training
- Speaker at Improving robustness of jet tagging algorithms with adversarial training
Lorenzo Moneta (CERN)
- Speaker at ROOT Machine Learning Ecosystem for Data Analysis
- Speaker at ROOT Machine Learning Ecosystem for Data Analysis
Ryan Moodie (Turin University)
- Speaker at Two-loop five-point amplitudes in massless QCD with finite fields
Nicola Mori (INFN Florence)
- Speaker at A cloud-based computing infrastructure for the HERD cosmic-ray experiment
Noam Mouelle (Imperial College London)
- Speaker at Evaluating Generative Adversarial Networks for particle hit generation in a cylindrical drift chamber using Fréchet Inception Distance
- Speaker at Evaluating Generative Adversarial Networks for particle hit generation in a cylindrical drift chamber using Fréchet Inception Distance
Maximilian Mucha (University of Bonn (DE))
- Speaker at The Federation - A novel machine learning technique applied on data from the Higgs Boson Machine Learning Challenge
Jose Miguel Munoz Arias
- Speaker at Boost-Invariant Polynomials: an efficient and interpretable approach to jet tagging
Axel Naumann (CERN)
- Speaker at ACAT 2022 Conclusion and Outlook
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
Jennifer Ngadiuba (FNAL)
- Speaker at Track 2 Summary
Joana Niermann (Georg August Universitaet Goettingen (DE))
- Speaker at Navigation, field integration and track parameter transport through detectors using GPUs and CPUs within the ACTS R&D project
Ianna Osborne (Princeton University)
- Speaker at Awkward Arrays to RDataFrame and back
- Speaker at Awkward Arrays to RDataFrame and back
Vincenzo Eduardo Padulano (Valencia Polytechnic University (ES))
- Speaker at RDataFrame: a flexible and scalable analysis experience
Davide Pagano (Universita di Brescia (IT))
- Speaker at Long Short-Term Memory Networks and Bayesian Inference for Time-evolving Systems: an Industrial Case
Felice Pantaleo (CERN)
- Speaker at Particle Flow Reconstruction on Heterogeneous Architecture for CMS
- Speaker at Particle Flow Reconstruction on Heterogeneous Architecture for CMS
- Speaker at The TICL reconstruction at the CMS Phase-2 High Granularity Calorimeter Endcap
- Speaker at The TICL reconstruction at the CMS Phase-2 High Granularity Calorimeter Endcap
Andrea Pasquale (University of Milan)
- Speaker at Product Jacobi-Theta Boltzmann machines with score matching
- Speaker at Towards an automatized framework to perform quantum calibration
Borislav Pavlov (University of Sofia - St. Kliment Ohridski (BG))
- Speaker at Commissioning CMS online reconstruction with GPUs
- Speaker at Commissioning CMS online reconstruction with GPUs
Aurora Perego (Universita & INFN, Milano-Bicocca (IT))
- Speaker at Experience in SYCL/oneAPI for event reconstruction at the CMS experiment
- Speaker at Experience in SYCL/oneAPI for event reconstruction at the CMS experiment
Antonio Perez-Calero Yzquierdo (Centro de Investigaciones Energéticas Medioambientales y Tecnológicas)
- Speaker at Evolution of the CMS Submission Infrastructure to support heterogeneous resources in the LHC Run 3
- Speaker at Evolution of the CMS Submission Infrastructure to support heterogeneous resources in the LHC Run 3
- Speaker at Stability of the CMS Submission Infrastructure for the LHC Run 3
- Speaker at Stability of the CMS Submission Infrastructure for the LHC Run 3
Carlos Perez Dengra (PIC-CIEMAT)
- Speaker at Deploying a cache content delivery network for CMS experiment in Spain
Raquel Pezoa Rivera (Federico Santa Maria Technical University (CL))
- Speaker at Track 1 Summary
- Speaker at Uncertainty estimation in deep learning based-classifiers of High Energy Physics events using Monte Carlo Dropout
- Speaker at Uncertainty estimation in deep learning based-classifiers of High Energy Physics events using Monte Carlo Dropout
Simone Pigazzini (ETH Zurich (CH))
- Speaker at Automatic data processing for prompt calibration of the CMS ECAL
Danilo Piparo (CERN)
- Speaker at Scientific Software and Computing in the HL-LHC, EIC, and Future Collider Era
- Speaker at The CMS Roadmap towards HL-LHC Software and Computing
- Speaker at Speeding up CMS simulations, reconstruction and HLT code using advanced compiler options
Giorgio Pizzati (Universita & INFN, Milano-Bicocca (IT))
- Speaker at Primary Vertex Reconstruction for Heterogeneous Architecture at CMS
Michael Poat
- Speaker at Enhanced Data Analytics capabilities in the ELK Stack - a review of the premium features and their benefit to a Scientific Compute Facility
- Speaker at Enhanced Data Analytics capabilities in the ELK Stack - a review of the premium features and their benefit to a Scientific Compute Facility
Jason Poh (University of Chicago)
- Speaker at Automated Lens Parameter Estimation using Simulation-Based Inference
Domenico Pomarico (INFN Sezione di Bari)
- Speaker at Quantum-Inspired Machine Learning
Dmitry Popov (University of Chinese Academy of Sciences (CN))
- Speaker at Quality assurance of the LHCb simulation
- Speaker at Quality assurance of the LHCb simulation
Maxim Potekhin (Brookhaven National Laboratory (US))
- Speaker at A Machine Learning Method for calorimeter signal processing in sPHENIX
Sitian Qian (Peking University (CN))
- Speaker at Particle Transformer for Jet Tagging
Xiaomeng Qiu (Zhengzhou University)
- Speaker at Flow-Unet for High Dimensional Image Semantic Segmentation
Piyush Raikwar
- Speaker at Optimization and deployment of ML fast simulation models
Alessandra Carlotta Re (Universita' degli Studi & INFN of Milano (Italy))
- Speaker at Mock Data Challenge for the JUNO experiment
Wahid Redjeb (Rheinisch Westfaelische Tech. Hoch. (DE))
- Speaker at Lightning talk: The TICL reconstruction at the CMS Phase-2 High Granularity Calorimeter Endcap
- Speaker at The TICL reconstruction at the CMS Phase-2 High Granularity Calorimeter Endcap
Wahid Redjeb
- Speaker at Lightning talk: The TICL reconstruction at the CMS Phase-2 High Granularity Calorimeter Endcap
Florian Rehm (CERN / RWTH Aachen University)
- Speaker at Full Quantum GAN Model for High Energy Physics Simulations
Florian Reiss (University of Manchester (GB))
- Speaker at Real-time alignment procedure at the LHCb experiment for Run3
Humberto Reyes-González (University of Genoa)
- Speaker at Learning full-likelihoods of LHC results with Normalizing Flows.
Moonzarin Reza (Texas A&M University)
- Speaker at Constraining Cosmological Parameters from Dark Matter Halo Abundance using Simulation-Based Inference
Patrick Rieck (New York University (US))
- Speaker at Efficient search for new physics using Active Learning in the ATLAS Experiment
Marcel Rieger (Hamburg University (DE))
- Speaker at Law: End-to-End Analysis Automation over Distributed Resources
Aryan Roy
- Speaker at Using a DSL to read ROOT TTrees faster in Uproot
Stefan Rua (Aalto University)
- Speaker at Exploring the use of accelerators for lossless data compression in CMS
- Speaker at Exploring the use of accelerators for lossless data compression in CMS
Alexey Rybalchenko (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
- Speaker at Distributed data processing pipelines in ALFA
- Speaker at Distributed data processing pipelines in ALFA
Dalila Salamani (CERN)
- Speaker at General shower simulation MetaHEP in key4hep framework
- Speaker at General shower simulation MetaHEP in key4hep framework
Andreas Salzburger (CERN)
- Speaker at Navigation, field integration and track parameter transport through detectors using GPUs and CPUs within the ACTS R&D project
Anna Scaife (University of Manchester)
- Speaker at AI in the SKA Era: learning semantically meaningful classification targets for radio astronomy
Meinrad Moritz Schefer (Universitaet Bern (CH))
- Speaker at Machine Learning Techniques for selecting Forward Electrons $(2.5<\eta<3.2)$ with the ATLAS High Level Trigger
- Speaker at Machine Learning Techniques for selecting Forward Electrons $(2.5<\eta<3.2)$ with the ATLAS High Level Trigger
Andrew Schick
- Speaker at AI/ML for PID in the Charged Pion Polarizability Experiment at Jefferson Lab}
Simon Schnake (Deutsches Elektronen-Synchrotron (DE))
- Speaker at CaloPointFlow - Generating Calorimeter Showers as Point Clouds
Nicole Schulte (Technische Universitaet Dortmund (DE))
- Speaker at Development of the Topological Trigger for LHCb Run 3
Tim Schwaegerl
- Speaker at Particle Tracking with Noisy Intermediate-Scale Quantum Computers
Federico Scutti (Swinburne University of Technology)
- Speaker at Pyrate: a novel system for data transformations, reconstruction and analysis for the SABRE experiment
Oksana Shadura (University of Nebraska Lincoln (US))
- Speaker at First performance measurements with the Analysis Grand Challenge
Tejas Shinde (Deggendorf Institute of Technology)
- Speaker at Preliminary Lattice Boltzmann Method Simulation using Intel® Quantum SDK
Elton Shumka (University of Sofia - St. Kliment Ohridski (BG))
- Speaker at ML-based tool for RPC currents quality monitoring
Henri Hugo Sieber (ETH Zurich (CH))
- Speaker at DMG4: a fully GEANT4-compatible package for the simulation of Dark Matter
Lucia Silvestris (Universita e INFN, Bari (IT))
- Speaker at ACAT 2022 in Bari Logistics information
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
- Speaker at Updates from the organizers
- Speaker at Welcome to ACAT 2022 in Bari
Emanuele Simili
- Speaker at Power Efficiency in HEP (x86 vs. arm)
Garima Singh (Princeton University (US))
- Speaker at Automatic differentiation of binned likelihoods with RooFit and Clad
- Speaker at Automatic differentiation of binned likelihoods with RooFit and Clad
ankur singha
- Speaker at Conditional Normalizing Flow for Markov Chain Monte Carlo Sampling in the Critical Region of Lattice Field Theory
Nick Smith (Fermi National Accelerator Lab. (US))
- Speaker at Lightning talk: Ceph S3 Object Storage for CMS data
- Speaker at Ceph S3 Object Storage for CMS data
- Speaker at Ceph S3 Object Storage for CMS data
John Smith (IBM T. J. Watson Research Center)
- Speaker at Foundation Models for Accelerated Discovery
Nathalie Soybelman (Weizmann Institute of Science (IL))
- Speaker at SCD: an open, realistic calorimeter for ML studies in HEP
- Speaker at SCD: an open, realistic calorimeter for ML studies in HEP
Umit Sozbilir (Universita e INFN, Bari (IT))
- Speaker at Performances studies for a real time HEP data analysis
- Speaker at Performances studies for a real time HEP data analysis
Daniele Spiga (Universita e INFN, Perugia (IT))
- Speaker at Supporting multiple hardware architectures at CMS: the integration and validation of Power9
- Speaker at Supporting multiple hardware architectures at CMS: the integration and validation of Power9
Maria Spiropulu (California Institute of Technology)
- Speaker at Quantum Science and Technology in Fundamental Physics
Beojan Stanislaus (Lawrence Berkeley National Lab. (US))
- Speaker at Next generation task scheduler for ATLAS software framework
Steffen Stärz (McGill University, (CA))
- Speaker at Machine Learning for Real-Time Processing of ATLAS Liquid Argon Calorimeter Signals with FPGAs
Annika Stein (Rheinisch Westfaelische Tech. Hoch. (DE))
- Speaker at Improving robustness of jet tagging algorithms with adversarial training
- Speaker at Improving robustness of jet tagging algorithms with adversarial training
Jan Stephan
- Speaker at Performance portability with alpaka
- Speaker at Performance portability with alpaka
Melvin Strobl
- Speaker at Reconstructing Particle Decay Trees with Quantum Graph Neural Networks for High Energy Physics
Estela Suarez (Forschungszentrum Juelich GmbH)
- Speaker at The European Processor Initiative (EPI), an status update
Stephen Nicholas Swatman (University of Amsterdam (NL))
- Speaker at covfie: a compositional library for heterogeneous vector fields
Christian Tacke (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
- Speaker at Continuous Integration for the FairRoot Software Stack
- Speaker at Continuous Integration for the FairRoot Software Stack
Laurits Tani (National Institute of Chemical Physics and Biophysics (EE))
- Speaker at Evolutionary algorithms for hyperparameter optimization in machine learning for application in high energy physics
Ameya Thete (Birla Institute of Technology and Science, Pilani - KK Birla Goa Campus (IN))
- Speaker at Equivariant Graph Neural Networks for Charged Particle Tracking
HENRY TRUONG
- Speaker at Emulation of high multiplicity NLO k-factors
Giulia Tuci (University of Chinese Academy of Sciences (CN))
- Speaker at Real-time tracking on FPGAs at LHCb
Gokhan Unel (University of California Irvine (US))
- Speaker at Extending ADL/CutLang with a new dynamic multipurpose protocol
Johann Usovitsch
- Speaker at Achievements and challenges of high-precision Standard Model physics at future e+e-colliders
Ceyhun Uzunoglu (CERN)
- Speaker at Monitoring CMS experiment data and infrastructure for next generation of LHC run
- Speaker at Monitoring CMS experiment data and infrastructure for next generation of LHC run
Antonio Vagnerini (Università di Torino)
- Speaker at CMS Tracker Alignment: Legacy results from LHC Run 2 and first results from Run 3
- Speaker at CMS Tracker Alignment: Legacy results from LHC Run 2 and first results from Run 3
Andrius Vaitkus (University of London (GB))
- Speaker at Fast track seed selection for track following in the Inner Detector Trigger track reconstruction
- Speaker at Fast track seed selection for track following in the Inner Detector Trigger track reconstruction
Andrea Valassi (CERN)
- Speaker at Speeding up Madgraph5_aMC@NLO through CPU vectorization and GPU offloading: towards a first alpha release
Davide Valsecchi (ETH Zurich (CH))
- Speaker at Optimizing electron and photon reconstruction using deep learning: application to the CMS electromagnetic calorimeter
Ana Lucia Varbanescu
- Speaker at Towards Zero-Waste Computing
Vassil Vasilev (Princeton University (US))
- Speaker at Adapting C++ for Data Science
- Speaker at Automatic differentiation of binned likelihoods with RooFit and Clad
Rosamaria Venditti (Universita e INFN, Bari (IT))
- Speaker at Machine learning techniques for data quality monitoring at the CMS detector
- Speaker at Machine learning techniques for data quality monitoring at the CMS detector
Andrii Verbytskyi (Max Planck Society (DE))
- Speaker at CERNLIB status
- Speaker at CERNLIB status
Gioacchino Vino (INFN Bari (IT))
- Speaker at The new GPU-based HPC cluster at ReCaS-Bari
Maggie Voetberg
- Speaker at A Checker-Board Sky: Automating Telescope Scheduling with Reinforcement Learning
- Speaker at A Checker-Board Sky: Automating Telescope Scheduling with Reinforcement Learning
Tim Voigtlaender (KIT - Karlsruhe Institute of Technology (DE))
- Speaker at Optimized GPU usage in High Energy Physics applications
Valentin Volkl (CERN)
- Speaker at The Key4hep Turnkey Software Stack: Beyond Future Higgs Factories
Ralf Florian Von Cube (KIT - Karlsruhe Institute of Technology (DE))
- Speaker at Transparent expansion of a WLCG compute site using HPC resources
- Speaker at Transparent expansion of a WLCG compute site using HPC resources
Manos Vourliotis (Univ. of California San Diego (US))
- Speaker at Speeding up the CMS track reconstruction with a parallelized and vectorized Kalman-filter-based algorithm during the LHC Run 3
Felix Wagner (HEPHY Vienna)
- Speaker at Control of cryogenic dark matter detectors through deep reinforcement learning
- Speaker at Control of cryogenic dark matter detectors through deep reinforcement learning
Yuyi Wang
- Speaker at Bayesian method for waveform analysis with GPU acceleration
Rui Wang (Argonne National Laboratory (US))
- Speaker at Developments in Performance and Portability of BlockGen
Zef Wolffs (Nikhef National institute for subatomic physics (NL))
- Speaker at New RooFit Developments on Performance Optimization
- Speaker at New RooFit Developments on Performance Optimization
Eric Wulff (CERN)
- Speaker at Hyperparameter optimization, multi-node distributed training and benchmarking of AI-based HEP workloads using HPC
Andrea Wulzer (Universita e INFN, Padova (IT))
- Speaker at How Good is the Standard Model?
James David Yellen (University of Glasgow (GB))
- Speaker at Optimally combining BSM searches using graph theory
Beomki Yeo
- Speaker at Navigation, field integration and track parameter transport through detectors using GPUs and CPUs within the ACTS R&D project
Yueyang Ying (Massachusetts Inst. of Technology (US))
- Speaker at Precision Cascade: A novel algorithm for multi-precision extreme compression
Boyang Yu
- Speaker at Improved Selective Background Monte Carlo Simulation at Belle II with Graph Attention Networks and Weighted Events
- Speaker at Improved Selective Background Monte Carlo Simulation at Belle II with Graph Attention Networks and Weighted Events
Philipp Zehetner (Ludwig Maximilians Universitat (DE))
- Speaker at End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks
Yao Zhang
- Speaker at Simultaneous track finding and track fitting by the Deep Neural Network at BESIII
Rui Zhang (University of Wisconsin Madison (US))
- Speaker at AtlFast3: Fast Simulation in ATLAS for Run 3 and beyond
- Speaker at AtlFast3: Fast Simulation in ATLAS for Run 3 and beyond
Guang Zhao (Institute of High Energy Physics)
- Speaker at A Deep Learning based algorithm for PID study with cluster counting
- Speaker at A Deep Learning based algorithm for PID study with cluster counting
Sophia Zhou
- Speaker at A Checker-Board Sky: Automating Telescope Scheduling with Reinforcement Learning
- Speaker at A Checker-Board Sky: Automating Telescope Scheduling with Reinforcement Learning
xuyang zhou (高能物理研究所计算中心)
- Speaker at Design and implementation of zstd compression algorithm for high energy physics experiment data processing based on FPGA

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