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Uncertainty Quantification (UQ) at the Extremes (ISNET-6)

Europe/Berlin
Seminarraum 18 Building S3|20 (TU Darmstadt)

Seminarraum 18 Building S3|20

TU Darmstadt

Rundeturmstrasse 10 Darmstadt
Daniel Phillips (Ohio University), David Ireland (University of Glasgow), Dick Furnstahl (Ohio State University), Ian Vernon (Durham University)
Beschreibung

This is the sixth meeting in the ISNET (Information and statistics in nuclear experiment and theory) series.  The aim of this series of workshops - involving the broad nuclear physics community, together with applied mathematics, statistics and computer science - is to discuss the use of applied mathematics, information theory and statistics in the analysis of experiments, and within the context of theoretical models that are dealing with current and future experimental data.

Goals

  • Facilitate cross communication, fertilization, and collaboration on statistical applications among the nuclear sub-fields.
  • Provide the opportunity for nuclear physicists unfamiliar with Bayesian methods to start applying them to new problems.
  • Learn from experts about innovative and advanced uses of Bayesian statistics, and best practices in applying them.
  • Learn about advanced computational tools and methods.
  • Critically examine the application of Bayesian and frequentist methods to particular physics problems in the subfields.
Poster
Travel information
    • 18:00
      Welcome Reception Wellnitz Cafe

      Wellnitz Cafe

      Kantplatz Darmstadt
    • 1
      Welcome Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Daniel Phillips (Ohio)
    • 2
      An introduction to Bayesian methods for physicists Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Dick Furnstahl
      Slides
    • 3
      Global sensitivity analysis for complex models Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Jeremy Oakley (Sheffield)
      Slides
    • 10:40
      Coffee Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 4
      EMMI Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Carlo Ewerz (GSI, Darmstadt)
    • 5
      Examining the Origin of the r-process Rare-Earth Abundance Peak with Markov Chain Monte Carlo Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Nicole Vaash (Notre Dame)
      Slides
    • 6
      Nucleosynthesis in neutrino-driven supernova ejecta: astrophysical and nuclear physics uncertainties Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Julia Bliss
      Slides
    • 12:25
      Lunch
    • 7
      Capturing uncertainty about model inputs using expert elicitation Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: John-Paul Gosling (Leeds)
      Slides
    • 8
      Dynamical modeling of heavy-ion reactions Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Hannah Elfner (Frankfurt)
      Slides
    • 9
      Using Model Emulators for An Inverse Problem Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Scott Pratt (Michigan State University)
      Slides
    • 10
      Uncertainty quantification for the three-nucleon force with light-ion reactions Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Kostas Krawaris (Florida State / Lawrence Livermore National Lab)
      Slides
    • 15:55
      Coffee Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 11
      Uncertainty estimates from R-matrix analyses Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Richard deBoer (Notre Dame)
      Slides
    • 12
      A new bootstrap-based fitting method Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Paolo Pedroni (Pavia)
      Slides
    • Discussion: Tuesday Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • There are no stupid questions Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 13
      Optimization problems in nuclear theory Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Stefan Wild (Argonne Nat. lab.)
      Slides
    • 14
      Optimization and parameter reduction in nuclear EDFs Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Tamara Niksic (Zagreb)
      Slides
    • 10:40
      Coffee Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 15
      Bayesian parameter estimation in NN scattering Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Sarah Wesolowski (Salisbury)
      Slides
    • 16
      Bayesian parameter estimation and model evidence for nuclear EFT Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Christian Forssén (Chalmers)
      Slides
    • 12:20
      Lunch
    • 17
      Using Bayesian approaches to design new expensive experiments Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Ian Vernon
      Slides
    • 18
      Compton scattering observables, errors, and goals Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Harald Grießhammer (George Washington)
      Slides
    • 19
      Statistical methods for Parton Distribution Functions Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Emmanuele Nocera (Edinburgh / NIKHEF)
      Slides
    • 15:50
      Coffee Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 20
      Uncertainty estimates for nuclear matter and neutron-rich nuclei Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Achim Schwenk (TU Darmstadt)
      Slides
    • 21
      Observables probing the nuclear pairing functional Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: P.-G. Reinhard (Erlangen)
      Slides
    • Discussion: Wednesday Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • There are no stupid questions S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

    • 22
      Approximate Bayesian computation for expensive simulators S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Richard Wilkinson (Sheffield)
      Slides
    • 23
      Bayesian optimization of the NN interaction S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Andreas Ekström (Chalmers University of Technology)
      Slides
    • 24
      Global fits and Bayesian inference in "Beyond the Standard Model" physics S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Ben Farmer (Imperial College, London)
      Slides
    • 10:50
      Coffee S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

    • 25
      Model selection for the spectrum of light baryons S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Michael Döring (Geprge Washington)
      Slides
    • 26
      A statistical study of the transition from isolated resonances to the continuum S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Carl Brune (Ohio)
      Slides
    • 12:20
      Lunch
    • 27
      Computer model calibration, emulation, and discrepancy analysis S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Michael Grosskopf (Los Amalos National Lab)
      Slides
    • 28
      Quantifying Errors from Chiral Effective Field Theory S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Jordan Melendez (Ohio State)
    • 29
      Nuclear structure corrections in muonic atoms: Quantifying theoretical uncertainties S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Javier Hernandez (Victoria / Mainz)
      Slides
    • 30
      Gaussian Processes and Expected Improvement for Fitting Nuclear Models S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Matthew Shelley (New York)
      Slides
    • 15:55
      Coffee S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

    • 31
      Uncertainty in nuclear-reaction calculations involving halo nuclei S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Pierre Capel (Brussels / Mainz)
      Slides
    • 32
      Quantifying errors in EFTs of heavy nuclei S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

      Sprecher: Toño Coello Perez (TU Darmstadt)
      Slides
    • Discussion: Thursday S1|20 109 Magdalenenstraße 8 1. UG (basement)

      S1|20 109 Magdalenenstraße 8 1. UG (basement)

    • 19:00
      Conference Dinner Restaurant Sitte

      Restaurant Sitte

    • 33
      Model-based extrapolation of nuclear observables via Bayesian machine learning Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Léo Neufcourt
      Slides
    • 34
      Extrapolations with Bayesian machine learning Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Witek Nazarewicz (Michigan State)
      Slides
    • 35
      Bayesian Model Mixing: A Nuclear Physics Perspective Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Vojtech Kejzlar (Michigan State University)
      Slides
    • 10:45
      Coffee Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
    • 36
      Nucleon axial form factor from a Bayesian neural-network analysis of neutrino-scattering data Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Krzysztof Graczyk (Wroclaw)
      Slides
    • 37
      Machine Learning and Precision Analysis at GlueX Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt
      Sprecher: Daniel Lersch (Florida State)
      Slides
    • Discussion: Friday Seminarraum 18 Building S3|20

      Seminarraum 18 Building S3|20

      TU Darmstadt

      Rundeturmstrasse 10 Darmstadt