Presentations by Area | Institute for Research and Innovation in Software for High Energy Physics

Presentations: by area • by institution • by date • by person.

Publications: by date.

Presentations by the IRIS-HEP team

Analysis Systems

2019-10-17 - "Simulation-based inference, interpretability, and experimental design", Kyle Cranmer, Workshop on Interpretable Learning in Physical Sciences Part of the Long Program Machine Learning for Physics and the Physics of Learning
2019-10-05 - "Particle Physics in the context of Data Science", Kyle Cranmer, The 6th IEEE International Conference on Data Science and Advanced Analytics
2019-09-30 - "What does the Revolution in Artificial Intelligence Mean for Physics?", Kyle Cranmer, Joint PITT-CMU Physics Department Colloquium
2019-09-30 - "Run 3/Run 4 Perspectives - Event Delivery Impacts?", Gordon Watts, HSF & ATLAS Joint Event Delivery Workshop
2019-09-27 - "Simulation-based inference, causality, and active learning", Kyle Cranmer, AI and the Scientific Method, ETH, Zurich
2019-09-26 - "Declarative programming: A paradigm shift in data analysis in preparation for the HL-LHC", Gordon Watts, eScience2019
2019-09-14 - "Jagged, ragged, awkward arrays", Jim Pivarski, Strange Loop 2019
2019-09-13 - "Histogramming and more", Henry Schreiner, 2019 IRIS-HEP Institute Retreat
2019-09-13 - "func-adl to C++/xAOD backend", Gordon Watts, IRIS-HEP Institute Retreat
2019-09-12 - "pyhf Roadmap: 2019 into 2020", Matthew Feickert, 2019 IRIS-HEP Institute Retreat
2019-09-12 - "Prototype declarative analysis interface using uproot and awkward-array", Mason Proffitt, IRIS-HEP Institute Retreat
2019-09-12 - "Boost Histogram Roadmap", Henry Schreiner, 2019 IRIS-HEP Institute Retreat
2019-09-12 - "Milestones - We don't need roads...", Gordon Watts, IRIS-HEP Institute Retreat
2019-09-09 - "The interplay between physically motivated simulations and machine learning", Kyle Cranmer, Machine Learning for Physics and the Physics of Learning Long Program at IPAM
2019-07-31 - "Overview and Future directions for ML in particle and astro physics", Kyle Cranmer, Hammers & Nails 2019
2019-07-29 - "IRIS-HEP Tutorial: Fast columnar data analysis with data science tools", Jim Pivarski, Division of Particles and Fields (DPF) of the American Physical Society (APS)
2019-07-23 - "Scientific Python Ecosystem; Columnar Data Analysis; Accelerating Python", Jim Pivarski, Third Computational and Data Science for High Energy Physics (CoDaS-HEP) School
2019-07-22 - "IRIS-HEP View", Gordon Watts, Computing infrastructures for future data analysis
2019-07-10 - "Motivation and requirements for awkward 1.0", Jim Pivarski, Analysis Systems Biweekly Meeting
2019-07-09 - "pyhf: a pure Python statistical fitting library for High Energy Physics with tensors and autograd", Matthew Feickert, 18th annual Scientific Computing with Python conference (SciPy 2019)
2019-06-27 - "Analysis in Run 4", Gordon Watts, ATLAS Software and Computing Week
2019-06-24 - "Delivery of columnar data to analysis systems", Marc Weinberg, ATLAS Software & Computing Week #62
2019-06-24 - "Future areas of focus for ML in particle physics", Kyle Cranmer, ATLAS Software and Computing Week
2019-06-21 - "IRIS-HEP Blueprint Concepts and Process", Mark Neubauer, Blueprint Meeting on Analysis Systems on Scalable Platforms
2019-06-21 - "Analysis Systems Perspectives and Goals", Kyle Cranmer, Analysis Systems R&D on Scalable Platforms Blueprint meeting
2019-06-19 - "SCAILFIN: Reproducible Open Benchmarks", Sebastian Macaluso, Analysis Systems Topical Meeting
2019-06-19 - "Reinterpretation Roadmap", Kyle Cranmer, Analysis Systems Topical Meeting
2019-06-19 - "MadMiner Update", Johann Brehmer, Analysis Systems Topical Meeting
2019-06-19 - "Update on awkward-array, uproot, and related projects", Jim Pivarski, Analysis Systems Topical Workshop
2019-06-19 - "SCAILFIN: Madminer deployment using REANA", Irina Espejo, Analysis Systems Topical Meeting
2019-06-19 - "Histograms", Henry Schreiner, IRIS-HEP Analysis Systems Topical Workshop
2019-06-19 - "AmpGen & Particle/DecayLanguage", Henry Schreiner, IRIS-HEP Analysis Systems Topical Workshop
2019-06-19 - "Functional/Declarative Selection Languages", Gordon Watts, Analysis Systems Topical Workshop
2019-06-19 - "ServiceX", Ben Galwesky, Analysis Systems Topical Workshop
2019-06-19 - "Template Fits: HistFitter / TRexFitter", Alexander Held, Analysis Systems Topical Meeting
2019-06-18 - "Uproot: accessing ROOT data in the scientific Python ecosystem", Jim Pivarski, 3rd CMS Machine Learning Workshop
2019-06-14 - "Advances in Deep Learning motivated by Physics Problems", Kyle Cranmer, Theoretical Physics for Deep Learning
2019-06-10 - "Numpy, Pandas, PyROOT, and Uproot", Jim Pivarski, U.S. ATLAS Software Training at Argonne National Lab
2019-06-06 - "Constraining effective field theories with machine learning", Johann Brehmer, INFN Padova seminar
2019-06-04 - "Deep Learning for Higgs Boson Identification and Searches for New Physics at the Large Hadron Collider", Mark Neubauer, Blue Waters Symposium for Petascale Science and Beyond
2019-05-29 - "The Primacy of Experiment", Kyle Cranmer, The Universe Speaks in Numbers
2019-05-29 - "Columnar Analysis Tools HATS", Jim Pivarski, LPC HATS: Hands-on Training for CMS
2019-05-28 - "Scientific Python and Uproot HATS", Jim Pivarski, LPC HATS: Hands-on Training for CMS
2019-05-22 - "Pattern matching for decay trees", Jim Pivarski, IRIS-HEP Topical Meetings
2019-05-09 - "Summary of the 'Analysis Description Languages for the LHC' workshop", Jim Pivarski, LPC Physics Forum
2019-05-08 - "IRIS-HEP: A new software institute to prepare for the data from the High Luminosity Large Hadron Collider in the exabyte era", Mason Proffitt, Northwest Data Science Summit
2019-05-08 - "Programming languages and particle physics", Jim Pivarski, Fermilab Colloquium
2019-05-07 - "Thinking about Analysis Languages and Recent Progress", Gordon Watts, Analysis Description Languages
2019-05-06 - "How to build your own language (hands-on demo)", Jim Pivarski, Analysis Description Languages Workshop
2019-05-01 - "Future areas of focus for ML in particle physics", Kyle Cranmer, Gotham City Physics X ML
2019-04-18 - "Constraining effective field theories with machine learning", Johann Brehmer, Higgs and Effective Field Theory 2019
2019-04-15 - "Future areas of focus for ML in particle physics", Kyle Cranmer, 3rd IML Machine Learning Workshop
2019-04-15 - "Aghast", Jim Pivarski, IRIS-HEP Topical Meetings
2019-04-15 - "boost-histogram and hist", Henry Schreiner, IRIS-HEP Topical Meeting
2019-04-08 - "High-Performance Python and Interoperability with Compiled Code", Jim Pivarski, Princeton PICSciE mini-courses
2019-04-05 - "Scalable Cyberinfrastructure for Artificial Intelligence and Likelihood-Free Inference", Mark Neubauer, NSF Large Facilities Workshop
2019-04-01 - "PyROOT, uproot, and awkward-arrays", Jim Pivarski, Software Carpentry at Fermilab
2019-03-21 - "Conda: a complete reproducible ROOT environment in under 5 minutes", Henry Schreiner, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-18 - "Overview of Likelihood-Free Inference for Physics", Kyle Cranmer, Likelihood-Free Inference Workshop
2019-03-18 - "'Mining gold' from simulators to improve likelihood-free inference", Johann Brehmer, Likelihood-free inference workshop
2019-03-14 - "Keynote: Constraining effective field theories with machine learning", Johann Brehmer, International Workshop on Advanced Computing and Analysis Techniques in Physics Research
2019-03-14 - "Nested data structures in array and SIMD frameworks", Jim Pivarski, ACAT 2019
2019-03-14 - "Beyond the Roadmap: HL-LHC HEP Software", Gordon Watts, ACAT 2019
2019-03-11 - "Aligning the MATHUSA Test Stand Detector: Using Tensorflow", Gordon Watts, ACAT 2019
2019-02-28 - "Bringing together simulations, physics insight, and machine learning to constrain new physics", Johann Brehmer, Dark universe seminar
2019-02-25 - "The C# LINQ Analysis Language", Gordon Watts, IRIS-HEP Topical Meeting on Analysis Description Languages
2019-02-20 - "IRIS-HEP and ATLAS", Gordon Watts, US ATLAS IB Meeting
2019-02-13 - "LINQ To ROOT", Gordon Watts, 1st DAWG Technology and Innovation Survey (HSF)
2019-02-06 - "IRIS-HEP Analysis Systems", Kyle Cranmer, IRIS-HEP Steering Board Meeting
2019-02-06 - "IRIS-HEP Steering Board Meeting #1", Gordon Watts, IRIS-HEP Steering Board Meeting
2019-01-14 - "Meticulous measurements with matrix elements and machine learning", Johann Brehmer, ITS/CHEP joint seminar
2019-01-11 - "Improving inference with matrix elements and machine learning", Johann Brehmer, HK IAS Program on High Energy Physics
2018-10-29 - "pyhf: a pure Python implementation of HistFactory with tensors and autograd", Matthew Feickert, DIANA/HEP Meeting
2018-10-19 - "Design Roadmap for Future Collaborations", Mark Neubauer, Deep Learning for Multimessenger Astrophysics Real-time Discovery at Scale
2018-09-20 - "Learning to constrain new physics", Johann Brehmer, IPPP seminar
2018-09-13 - "Learning to constrain new physics", Johann Brehmer, Pheno & Vino Seminar
2018-08-27 - "Learning to constrain new physics", Johann Brehmer, Elementary particle seminar
2018-07-23 - "Machine Learning to Probe a BSM Higgs Sector", Johann Brehmer, Higgs Hunting
2018-06-27 - "Constraining Effective Theories with Machine Learning", Johann Brehmer, Theory seminar

Blueprint Activity

Data Organization, Management and Access (DOMA)

2019-09-30 - "IDDS", Wen Guan, HSF & ATLAS Joint Event Delivery Workshop
2019-09-30 - "HSF Event Delivery WG - Introduction", Brian Bockelman, HSF & ATLAS Joint Event Delivery Workshop
2019-09-12 - "DOMA: Preparing for Year 2 and Year 4", Brian Bockelman, IRIS-HEP Institute Retreat
2019-09-03 - "Data Organization, Management, and Access", Brian Bockelman, IRIS-HEP Steering Board Meeting
2019-07-22 - "IRIS-HEP View", Gordon Watts, Computing infrastructures for future data analysis
2019-06-24 - "Delivery of columnar data to analysis systems", Marc Weinberg, ATLAS Software & Computing Week #62
2019-06-19 - "ServiceX", Ben Galwesky, Analysis Systems Topical Workshop
2019-06-12 - "XRootD and HTTP performance studies", Edgar Fajardo, XrootD Workshop@CC-IN2P3
2019-06-04 - "Proposal for Sharing of Data on Data Access", Diego Davila, DOMA / ACCESS Meeting
2019-05-28 - "WLCG DOMA TPC Working Group", Brian Bockelman, US CMS Tier-2 Facilities May 2019 Meeting
2019-04-24 - "Skyhook: Programmable Object Storage for Analysis", Jeff LeFevre, IRIS-HEP Topical Meetings
2019-03-20 - "Data Access in DOMA", Frank Wuerthwein, HOW2019 (Joint HSF/OSG/WLCG Workshop)
2019-03-20 - "Data Access at HPC: ATLAS/CMS Perspective", Frank Wuerthwein, HOW2019 (Joint HSF/OSG/WLCG Workshop)
2019-03-20 - "WLCG DOMA TPC Updates", Brian Bockelman, 2019 Joint HSF/OSG/WLCG Workshop (HOW2019)
2019-03-06 - "Scientific Data Lifecycle: Perspectives from an LHC Physicist", Shawn McKee, MAGIC Meeting
2019-02-26 - "Skyhook: programmable storage for databases", Jeff LeFevre, Vault'19
2019-02-06 - "IRIS-HEP DOMA", Brian Bockelman, IRIS-HEP Steering Board Meeting
2018-10-02 - "Current production use of caching for CMS in Southern California", Edgar Fajardo, DOMA / ACCESS Meeting
2017-11-16 - "SkyhookDB - Leveraging object storage toward database elasticity in the cloud", Jeff LeFevre, DOMA Workshop 2017 (Flatiron Institute)

Innovative Algorithms

2019-10-17 - "Simulation-based inference, interpretability, and experimental design", Kyle Cranmer, Workshop on Interpretable Learning in Physical Sciences Part of the Long Program Machine Learning for Physics and the Physics of Learning
2019-10-05 - "Particle Physics in the context of Data Science", Kyle Cranmer, The 6th IEEE International Conference on Data Science and Advanced Analytics
2019-09-30 - "What does the Revolution in Artificial Intelligence Mean for Physics?", Kyle Cranmer, Joint PITT-CMU Physics Department Colloquium
2019-09-27 - "Simulation-based inference, causality, and active learning", Kyle Cranmer, AI and the Scientific Method, ETH, Zurich
2019-09-25 - "Benchmarks for ML4Jets research", Sebastian Macaluso, IRIS-HEP Topical Meeting
2019-09-24 - "Looking into Jets with Machine Learning", Sebastian Macaluso, Princeton Pheno & Vino Seminar
2019-09-13 - "Histogramming and more", Henry Schreiner, 2019 IRIS-HEP Institute Retreat
2019-09-09 - "The interplay between physically motivated simulations and machine learning", Kyle Cranmer, Machine Learning for Physics and the Physics of Learning Long Program at IPAM
2019-08-08 - "ACTS Status", Xiaocong Ai, USATLAS Summer Workshop
2019-07-31 - "ACTS: a common track reconstruction software", Xiaocong Ai, DPF 2019
2019-07-31 - "Ambiguity Resolution: Using Machine Learning", Nicholas Cinko, ACTS Developers Meetings
2019-07-31 - "Overview and Future directions for ML in particle and astro physics", Kyle Cranmer, Hammers & Nails 2019
2019-07-23 - "The Machine Learning Landscape of Top Taggers", Sebastian Macaluso, 11th International Workshop on Boosted Object Phenomenology, Reconstruction and Searches in HEP (BOOST 2019)
2019-06-24 - "Future areas of focus for ML in particle physics", Kyle Cranmer, ATLAS Software and Computing Week
2019-06-19 - "SCAILFIN: Reproducible Open Benchmarks", Sebastian Macaluso, Analysis Systems Topical Meeting
2019-06-14 - "Advances in Deep Learning motivated by Physics Problems", Kyle Cranmer, Theoretical Physics for Deep Learning
2019-06-04 - "Deep Learning for Higgs Boson Identification and Searches for New Physics at the Large Hadron Collider", Mark Neubauer, Blue Waters Symposium for Petascale Science and Beyond
2019-05-29 - "The Primacy of Experiment", Kyle Cranmer, The Universe Speaks in Numbers
2019-05-29 - "Machine learning in high-energy particle physics experiments, from simulation, through reconstruction to physics analysis", Heather Gray, Physics in Machine Learning Workshop
2019-05-01 - "Future areas of focus for ML in particle physics", Kyle Cranmer, Gotham City Physics X ML
2019-04-17 - "A hybrid deep learning approach to vertexing", Henry Schreiner, 3rd IML Machine Learning Workshop
2019-04-15 - "Future areas of focus for ML in particle physics", Kyle Cranmer, 3rd IML Machine Learning Workshop
2019-04-05 - "Scalable Cyberinfrastructure for Artificial Intelligence and Likelihood-Free Inference", Mark Neubauer, NSF Large Facilities Workshop
2019-04-03 - "A hybrid deep learning approach to vertexing", Henry Schreiner, Connecting The Dots and Workshop on Intelligent Trackers 2019
2019-03-20 - "Machine Learning for the Primary Vertex reconstruction", Henry Schreiner, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-11 - "A hybrid deep learning approach to vertexing", Henry Schreiner, 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research
2019-02-17 - "Selected recent ideas in computing and their impact on high-energy physics", Heather Gray, 25th ICEPP Symposium
2019-02-13 - "Using ML on FPGAs to enhance reconstruction output", Dylan Rankin, IRIS-HEP Topical Meeting
2019-02-06 - "IRIS-HEP Innovative Algorithms", Heather Gray, IRIS-HEP Steering Board Meeting
2019-01-13 - "Ambiguity Resolution Studies with ACTS", Nicholas Cinko, Berkeley Tracking Workshop
2019-01-13 - "Workshop introduction", Heather Gray, Berkeley Tracking Workshop
2019-01-13 - "Ambiguity Resolution Studies with ACTS", Heather Gray, Berkeley Tracking Workshop
2018-11-15 - "Pulling Out All the Tops with Computer Vision and Deep Learning", Sebastian Macaluso, Machine Learning for Jet Physics
2018-10-19 - "Design Roadmap for Future Collaborations", Mark Neubauer, Deep Learning for Multimessenger Astrophysics Real-time Discovery at Scale

Open Science Grid (OSG-LHC)

2019-09-26 - "HTCondor-CE What's Next?", Brian Lin, European HTCondor Week
2019-09-26 - "HTCondor-CE Troubleshooting", Brian Lin, European HTCondor Week
2019-09-26 - "HTCondor-CE Integration with APEL and BDII", Brian Lin, European HTCondor Week
2019-09-26 - "HTCondor-CE Configuration", Brian Lin, European HTCondor Week
2019-09-26 - "HTCondor-CE Basics and Architecture", Brian Lin, European HTCondor Week
2019-09-03 - "OSG - Steering Board", Frank Wuerthwein, IRIS-HEP Steering Board Meeting
2019-07-02 - "The Service Analysis and Network Diagnostic (SAND) Project", Shawn McKee, The 6th Special Interest Group on Performance Monitoring and Verification Meeting
2019-06-27 - "Security Model for Containerized Grid Services", Brian Lin, Atlas Software & Computing Week #62
2019-06-11 - "XCache Packaging", Brian Lin, XRootD Workshop
2019-06-04 - "LHCOPN/LHCONE perfSONAR Update", Shawn McKee, LHCONE/LHCOPN Meeting
2019-03-26 - "WLCG/OSG Network Activities, Status and Plans", Shawn McKee, HEPiX Spring 2019
2019-03-21 - "OSG Software Containers", Brian Lin, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-21 - "OSG Site Installation Overview", Brian Lin, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-21 - "HTCondor-CE Overview", Brian Lin, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-21 - "Container Basics", Brian Lin, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-20 - "OSG Networking: Status, Collaborations and Plans", Shawn McKee, Joint HSF/OSG/WLCG Workshop (HOW2019)
2019-03-20 - "OSG Technology Updates for 2019", Brian Bockelman, 2019 Joint HSF/OSG/WLCG Workshop (HOW2019)
2019-03-19 - "State of OSG", Frank Wuerthwein, HOW2019 (Joint HSF/OSG/WLCG Workshop)
2019-03-19 - "OSG Software: The Year in Review", Brian Lin, 2019 Joint HSF/OSG/WLCG Workshop
2019-03-07 - "The OSG Data Federation", Frank Wuerthwein, Internet2 Global Summit 2019
2019-02-06 - "OSG-LHC", Frank Wuerthwein, IRIS-HEP Steering Board Meeting
2019-01-16 - "OSG Cache on Internet Backbone developments", Edgar Fajardo, GDB Jan 2019
2018-12-12 - "OSG-LHC and XCache", Brian Lin, ATLAS Software & Computing Week \#61
2018-12-03 - "OSG-LHC and ATLAS", Brian Lin, US-ATLAS Facilities Meeting
2019-09-30 - "OSG GRid ACCounting system::GRACC", Derek Weitzel, Elasticsearch Workshop @FNAL

Scalable Systems Laboratory

2019-08-07 - "Towards Lighter Operations", Lincoln Bryant, US ATLAS Computing Facility
2019-06-24 - "Delivery of columnar data to analysis systems", Marc Weinberg, ATLAS Software & Computing Week #62
2019-06-21 - "Scalable Systems Laboratory (IRIS-HEP) - challenges, opportunities", Rob Gardner, Analysis Systems R&D on Scalable Platforms (AS-SSL Blueprint)
2019-06-21 - "IRIS-HEP Blueprint Concepts and Process", Mark Neubauer, Blueprint Meeting on Analysis Systems on Scalable Platforms
2019-06-21 - "SSL patterns: hybrid models, developer support, deployments", Lincoln Bryant, Analysis Systems R&D on Scalable Platforms (AS-SSL Blueprint)

Training, Education and Outreach

2019-09-13 - "Histogramming and more", Henry Schreiner, 2019 IRIS-HEP Institute Retreat
2019-08-20 - "Modern CMake Workshop", Henry Schreiner, USATLAS/FIRST-HEP Computing Bootcamp
2019-08-14 - "Modern CMake", Henry Schreiner, PICSciE Lunch Seminar