Name: ACAT 2024
Start: 2024-03-11T08:00:00-04:00
End: 2024-03-15T14:30:00-04:00
Location: Charles B. Wang Center, Stony Brook University

3-loop Feynman integrals in the Euclidean or physical kinematical region (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

"Accelerating Particle Physics Simulations with Machine Learning using Normalizing Flows and Flow Matching" (in session "Track 1: Computing Technology for Physics Research")

A Deep Generative Model for Hadronization (in session "Track 2: Data Analysis - Algorithms and Tools")

A fresh look at the nested soft-collinear subtraction scheme: NNLO QCD corrections to N-gluon final states in quark-anti-quark annihilation (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

A Function-As-Task Workflow Management Approach with PanDA and iDDS (in session "Track 1: Computing Technology for Physics Research")

A Mechanism for Asynchronous Offloading in the Multithreaded Gaudi Event Processing Framework (in session "Track 1: Computing Technology for Physics Research")

A Microbenchmark Framework for Performance Evaluation of OpenMP Target Offloading (in session "Poster session with coffee break")

ACAT 2024 Conclusion and Outlook (in session "Plenary")

Accelerating Machine Learning Inference on GPUs with SYCL using SOFIE (in session "Track 1: Computing Technology for Physics Research")

Acceleration of the ML based fast simulation in high energy physics (in session "Poster session with coffee break")

ACTS as a Service (in session "Track 1: Computing Technology for Physics Research")

AdaptivePerf: a portable, low-overhead, and comprehensive code profiler for single- and multi-threaded applications (in session "Poster session with coffee break")

Advancing Image Classification using Intel SDK: Integrating NAQSS Encoding with Hybrid Quantum-Classical PQC Models (in session "Track 1: Computing Technology for Physics Research")

Ahead-of-time (AOT) compilation of Tensorflow models for deployment (in session "Poster session with coffee break")

AI and Ethics (in session "Plenary")

AI and microelectronics for science (in session "Plenary")

AI-based Data Popularity, Placement Optimization for a Novel Multi-tiered Storage System at BNL/SDCC Facility (in session "Track 2: Data Analysis - Algorithms and Tools")

AI-driven HPC Workflows Execution with Adaptivity and Asynchronicity in Mind (in session "Poster session with coffee break")

An empirical performance-portability evaluation for Lorentz Vectors computations via SYCL (in session "Track 2: Data Analysis - Algorithms and Tools")

Application of ACTS for gaseous tracking detectors (in session "Track 2: Data Analysis - Algorithms and Tools")

Astronomical foundation models & the Polymathic AI Initiative (in session "Plenary")

Athena MPI: A Multi-Node Version of ATLAS's Athena Framework, Using Message Passing Interface (in session "Poster session with coffee break")

ATLAS TDAQ Phase-2 (in session "Track 1: Computing Technology for Physics Research")

AtlFast3: Fast Simulation in ATLAS for LHC Run 3 and beyond (in session "Poster session with coffee break")

Awkward Family: expanding functionality through interrelated Python packages (in session "Poster session with coffee break")

Best poster 1st place: Interface to Unity for High Energy Physics detector visualization (in session "Plenary")

Best poster 2nd place: columnflow: Fully automated analysis through flow of columns over arbitrary, distributed resources (in session "Plenary")

Best poster 3rd place: Introduction of dynamic job matching optimization for Grid middleware using Site Sonar infrastructure monitoring (in session "Plenary")

Beyond Language: Foundation Models for Collider Physics Data (in session "Track 2: Data Analysis - Algorithms and Tools")

Boosting CPU Efficiency in ATLAS Inner Detector Reconstruction with Track Overlay (in session "Poster session with coffee break")

Boosting statistical anomaly detection via multiple test with NPLM (in session "Track 2: Data Analysis - Algorithms and Tools")

Bridging Worlds: Achieving Language Interoperability between Julia and Python in Scientific Computing (in session "Track 1: Computing Technology for Physics Research")

Building Foundational Models for Environmental Modelling and Prediction (in session "Plenary")

CaloDiT: Diffusion with transformers for fast shower simulation (in session "Track 1: Computing Technology for Physics Research")

Celeritas: evaluating performance of HEP detector simulation on GPUs (in session "Poster session with coffee break")

CLAS12 remote data-stream processing using ERSAP framework (in session "Track 1: Computing Technology for Physics Research")

columnflow: Fully automated analysis through flow of columns over arbitrary, distributed resources (in session "Poster session with coffee break")

Common Analysis Tools in CMS (in session "Track 2: Data Analysis - Algorithms and Tools")

Computing the wave: Where the Gravitational Wave Community benefits from HEP, and where it differs? (in session "Plenary")

Consistent multi-differential histogramming and summary statistics with YODA2 (in session "Track 2: Data Analysis - Algorithms and Tools")

Declarative paradigms for analysis description and implementation (in session "Poster session with coffee break")

Deep learning methods for noise filtering in the NA61/SHINE experiment. (in session "Track 1: Computing Technology for Physics Research")

Deep Learning-Based C14 Pile-Up Identification in the JUNO Experiment (in session "Track 2: Data Analysis - Algorithms and Tools")

Denoising Graph Super-Resolution with Diffusion Models and Transformers for Improved Particle Reconstruction (in session "Track 2: Data Analysis - Algorithms and Tools")

Deployment of ATLAS Calorimeter Fast Simulation Training Through Container Technology (in session "Poster session with coffee break")

Describe Data to get Science-Data-Ready Tooling: Awkward as a Target for Kaitai Struct YAML (in session "Poster session with coffee break")

Design and Implementation of a Container-based Public Service Cloud Platform for HEPS (in session "Poster session with coffee break")

Detecting rare events using artificial intelligence (in session "Plenary")

Differentiable Programming in HEP (in session "Plenary")

Digital Twins from Industry to Science (in session "Plenary")

dilax: Differentiable Binned Likelihoods in JAX (in session "Track 2: Data Analysis - Algorithms and Tools")

Easy columnar file conversions with "odapt" (in session "Poster session with coffee break")

Effective denoising diffusion probabilistic models for fast and high fidelity whole-event simulation in high-energy heavy-ion experiment (in session "Track 1: Computing Technology for Physics Research")

Efficient precision simulation of processes with many-jet final states at the LHC (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Enabling Computing Resources to Support Grid Jobs and Cluster Jobs Simultaneously (in session "Poster session with coffee break")

Energy consumption characterization of Subnuclear Physics computing workloads (in session "Poster session with coffee break")

Evaluating Application Characteristics for GPU Portability Layer Selection (in session "Track 1: Computing Technology for Physics Research")

Exascale infrastructures for Science (in session "Plenary")

Fair Universe: HiggsML Uncertainty Challenge (in session "Track 1: Computing Technology for Physics Research")

FASER Tracking and Emulsion Station Alignment (in session "Track 1: Computing Technology for Physics Research")

Fast and Precise Amplitude Surrogates with Bayesian and Symmetry Preserving Networks (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Fast and Robust ML for uncovering BSM physics (in session "Track 2: Data Analysis - Algorithms and Tools")

FATRAS integration for ATLAS fast simulation at HL-LHC (in session "Poster session with coffee break")

Finetuning Foundation Models for Joint Analysis Optimization (in session "Track 2: Data Analysis - Algorithms and Tools")

First experiences with the LHCb heterogeneous software trigger (in session "Track 1: Computing Technology for Physics Research")

From Amsterdam to ACAT 2024: The Evolution and Convergence of Declarative Analysis Language Tools and Imperative Analysis Tools (in session "Track 2: Data Analysis - Algorithms and Tools")

Fully containerised approach for the HPC cluster at FAIR (in session "Track 1: Computing Technology for Physics Research")

Generative Modeling for Fast Shower Simulation (in session "Poster session with coffee break")

Generic representations of jets at detector-level with self-supervised learning (in session "Track 2: Data Analysis - Algorithms and Tools")

HEP Benchmark Suite: Enhancing Efficiency and Sustainability in Worldwide LHC Computing Infrastructures (in session "Track 1: Computing Technology for Physics Research")

High Pileup Particle Tracking with Learned Clustering (in session "Track 2: Data Analysis - Algorithms and Tools")

HPC Friendly HEP data model and RNTuple in HEP-CCE (in session "Track 1: Computing Technology for Physics Research")

HPC, HTC and Cloud: converging toward a seamless computing federation with interLink (in session "Poster session with coffee break")

Hydra: Computer Vision for Data Quality Monitoring (in session "Poster session with coffee break")

Implementation of zero trust security strategy in HEPS scientific computing system (in session "Poster session with coffee break")

Implementing an emissions model for dual phase xenon TPCs with probabilistic programming (in session "Track 2: Data Analysis - Algorithms and Tools")

Improving Computational Performance of a GNN Track Reconstruction Pipeline for ATLAS (in session "Track 1: Computing Technology for Physics Research")

Interface to Unity for High Energy Physics detector visualization (in session "Poster session with coffee break")

Interfaces, discovery, and intelligence in Digital Earth Observation (in session "Plenary")

Intersection of machine learning and quantum physics (in session "Plenary")

interTwin - an Interdisciplinary Digital Twin Engine for Science (in session "Poster session with coffee break")

Introduction of dynamic job matching optimization for Grid middleware using Site Sonar infrastructure monitoring (in session "Poster session with coffee break")

Is Quantum Computing energy efficient? An Investigation on a quantum annealer. (in session "Poster session with coffee break")

JUNO raw data management system (in session "Track 1: Computing Technology for Physics Research")

Key4hep (in session "Track 1: Computing Technology for Physics Research")

Lamarr: implementing a flash-simulation paradigm at LHCb (in session "Poster session with coffee break")

Leveraging Language Models for Particle Reconstruction (in session "Track 2: Data Analysis - Algorithms and Tools")

Leveraging Large-Scale Pretraining for Efficient Jet Classification: An Evaluation of Transfer Learning, Model Architectures, Dataset Scaling, and Domain Adaptation in Particle Physics (in session "Track 2: Data Analysis - Algorithms and Tools")

LHC beam monitoring via real-time hit reconstruction in the LHCb VELO pixel detector (in session "Poster session with coffee break")

Line Segment Tracking: Improving the Phase 2 CMS High Level Trigger Tracking with a Novel, Hardware-Agnostic Pattern Recognition Algorithm (in session "Track 2: Data Analysis - Algorithms and Tools")

Long-term high-volume data storage in ceramic (in session "Plenary")

Low Latency, High Bandwidth Streaming of Experimental Data with EJFAT (in session "Track 1: Computing Technology for Physics Research")

Machine learning based surrogates for particle-resolved direct numerical simulation (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Machine learning-based particle identification of atmospheric neutrinos in JUNO (in session "Track 2: Data Analysis - Algorithms and Tools")

Making ML Robust for Physics Discovery (in session "Plenary")

McMule -- a Monte Carlo generator for low energy processes (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Modern Machine Learning Tools for Unfolding (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Mojo: A novel programming language for AI (in session "Plenary")

Monitoring the OSDF - Open Science Data Federation (in session "Poster session with coffee break")

Multiscale Lattice Gauge Theory Algorithms and Software for Exascale hardware. (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

New developments and applications of a Deep-learning-based Full Event Interpretation (DFEI) in proton-proton collisions (in session "Track 1: Computing Technology for Physics Research")

Offline data processing in the First JUNO Data Challenge (in session "Poster session with coffee break")

Offline filter of data with abnormal high voltage at BESIII drift chamber (in session "Track 2: Data Analysis - Algorithms and Tools")

Optimal XCache deployment for the CMS experiment in Spain (in session "Poster session with coffee break")

Optimizing ANN-Based Triggering for BSM events with Knowledge Distillation (in session "Track 1: Computing Technology for Physics Research")

Optimizing Resource Provisioning Across Diverse Computing Facilities with Virtual Kubelet Integration (in session "Poster session with coffee break")

Optimizing the ATLAS Geant4 detector simulation (in session "Track 1: Computing Technology for Physics Research")

Optimizing the CMS Offline Software Infrastrucure for Run 3 (in session "Track 1: Computing Technology for Physics Research")

p-adic reconstruction of rational functions in multi-loop calculations (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Paving the Way for HPC: An XRootD-Based Approach for Efficiency and Workflow Optimizations for HEP Jobs on HPC Centers (in session "Poster session with coffee break")

Pepper – A Portable Parton-Level Event Generator for the High-Luminosity LHC (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Performance of the Gaussino CaloChallenge-compatible infrastucture for ML-based fast simulation in the LHCb Experiment (in session "Poster session with coffee break")

Persistifying the complex Event Data Model of the ATLAS Experiment in RNTuple (in session "Track 1: Computing Technology for Physics Research")

Phase-2 Upgrade of the ATLAS L1 Central Trigger (in session "Track 1: Computing Technology for Physics Research")

Pinpoint resource allocation for GPU batch applications (in session "Track 1: Computing Technology for Physics Research")

Portable acceleration of CMS computing workflow with coprocessors as a service (in session "Poster session with coffee break")

Porting and optimizing the performance of LArTPC Detector Simulations with C++ standard parallelism (in session "Poster session with coffee break")

Precision-Machine Learning for the Matrix Element Method (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Preservation of the Direct Photons and Neutral Pions Analysis in the PHENIX Experiment at RHIC (in session "Poster session with coffee break")

Q&A Panel (in session "Plenary")

Quantum algorithms for the simulation of QCD processes (in session "Plenary")

Quantum computers for particle theory (in session "Plenary")

quantum GAN for fast shower simulation (in session "Track 1: Computing Technology for Physics Research")

Quantum simulation with just-in-time compilation (in session "Track 1: Computing Technology for Physics Research")

Quantum-centric Supercomputing for Physics Research (in session "Track 1: Computing Technology for Physics Research")

Quasi interactive analysis of High Energy Physics big data with high throughput (in session "Poster session with coffee break")

QUnfold: Quantum Annealing for Distributions Unfolding in High-Energy Physics (in session "Track 1: Computing Technology for Physics Research")

Real-time error mitigation for variational optimization on quantum hardware (in session "Track 1: Computing Technology for Physics Research")

Real-time track reconstruction with FPGAs in the LHCb Scintillating Fibre Tracker beyond Run 3 (in session "Track 1: Computing Technology for Physics Research")

Recent advances in neuromorfic computing (in session "Plenary")

Reconstructing Particle Tracks in One Go with a Recursive Graph Attention Network (in session "Track 2: Data Analysis - Algorithms and Tools")

Reconstruction of atmospheric neutrinos and muons using Machine Learning-based methods in JUNO (in session "Track 2: Data Analysis - Algorithms and Tools")

Reducing Systematic Differences between Data and Simulation with Generative Models (in session "Track 2: Data Analysis - Algorithms and Tools")

Retrieval Augmented Generation for Particle Physics: A Case Study with the Snowmass White Papers and Reports (in session "Poster session with coffee break")

RNTupleInspector: A storage information utility for RNTuple (in session "Track 1: Computing Technology for Physics Research")

RTDP: Streaming Readout Real-Time Development and Testing Platform (in session "Poster session with coffee break")

Scalable GNN Training for Track Finding (in session "Poster session with coffee break")

Scalable neural networks for event reconstruction at current and future colliders (in session "Plenary")

Scaling the SciDAC QuantOM Workflow (in session "Poster session with coffee break")

Science at SBU/BNL (in session "Plenary")

Seamless transition from TTree to RNTuple analysis with RDataFrame (in session "Track 1: Computing Technology for Physics Research")

ServiceX, the novel data delivery system, for physics analysis (in session "Poster session with coffee break")

Study of columnar data analysis methods to complete an ATLAS analysis (in session "Poster session with coffee break")

Supervised job preemption methodology for controlled memory consumption of jobs running in the ALICE Grid (in session "Poster session with coffee break")

Sustainable computing and the MLPerf project (in session "Plenary")

The ATLAS Web Run Control system (in session "Poster session with coffee break")

The co-evolution of HPC computing and LQCD (in session "Plenary")

The Good, The Bad, and the Ugly: A Tale of Physics, Software, and ML (in session "Poster session with coffee break")

The MadNIS Reloaded (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

The Neural Network First-Level Hardware Track Trigger of the Belle II Experiment (in session "Track 2: Data Analysis - Algorithms and Tools")

The Open Compute Project and its application at Meta (in session "Plenary")

The performance profiling of ptycho-W1Net AI algorithm on DCU and HUAWEI NPU 910 (in session "Poster session with coffee break")

The SciDAC QuantOM Framework: A Composable Workflow (in session "Track 2: Data Analysis - Algorithms and Tools")

The Workflow Management System for Data Processing towards Photon Sources (in session "Poster session with coffee break")

To be or not to be Equivariant? (in session "Track 2: Data Analysis - Algorithms and Tools")

Total 10-th order QED electon anomalous magnetic moment calculation (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Towards a framework for GPU event generation (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Towards a Simplified (Fast) Simulation Infrastructure in ATLAS (in session "Track 1: Computing Technology for Physics Research")

Towards an open-source hybrid quantum operating system (in session "Track 1: Computing Technology for Physics Research")

Towards the construction of Foundational Models at the LHC (in session "Track 2: Data Analysis - Algorithms and Tools")

Track 1 Summary (in session "Plenary")

Track 2 Summary (in session "Plenary")

Track 3 Summary (in session "Plenary")

Track reconstruction for future colliders with quantum algorithms (in session "Track 2: Data Analysis - Algorithms and Tools")

Tracking and vertexing downstream the LHCb magnet at the first stage of the trigger. (in session "Track 2: Data Analysis - Algorithms and Tools")

Two-loop five-points QCD amplitudes in full colour (in session "Track 3: Computations in Theoretical Physics: Techniques and Methods")

Updates from the organizers (in session "Plenary")

Using Legacy ATLAS C++ Calibration Tools in Modern Columnar Analysis Environments (in session "Poster session with coffee break")

Visualizing BESIII Events with Unity (in session "Poster session with coffee break")

Web based HXMT data analysis platform (in session "Poster session with coffee break")

Welcome address by SBU (in session "Plenary")

Welcome to ACAT 2024 in Stony Brook (in session "Plenary")

What will it take to do a HL-LHC analysis in 15'? (in session "Plenary")

Wire-Cell: A High Quality Automated LArTPC Reconstruction for Neutrino Experiments (in session "Track 2: Data Analysis - Algorithms and Tools")

ACAT 2024

Contact

Material Package

Choose timezone

ACAT 2024

Contact