Information and Statistics for Nuclear Experiment and Theory workshop (ISNET-9)

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Sessions*

BAND Camp

BAND Camp

BAND Camp: Session 2

ISNET: Poster Session

Social Dinner

Welcome Reception

Discussion Session

ISNET

Morning

Statistical methods for optimization, Bayesian inference, and uncertainty quantification

BAND Camp

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Contributions*

A statistical exploration of CEMP star classification with s-process models (in session "ISNET")

Accounting for material and experimental variability using a random effects Bayesian inferential framework (in session "ISNET")

AI/ML+data science tools for detector design at the Electron Ion Collider (virtual) (in session "ISNET")

Applications of novel chiral interactions to quantum Monte Carlo methods and astrophysical data analysis (in session "ISNET")

Bayesian model calibration for nuclear decays with the Skyrme finite-amplitude method (in session "ISNET")

Bayesian Model Mixing using Taweret (in session "BAND Camp")

Bayesian probability updates using sampling/importance resampling: applications in nuclear theory (in session "ISNET")

Bootstrap for multivariate time series and gravitational wave detection (in session "ISNET")

Data integration using constrained Gaussian process models with applications to nuclear physics (in session "ISNET")

Deep learning techniques in ground-based imaging gamma-ray observatories (virtual) (in session "ISNET")

Eigenvector continuation emulators for the ab initio symmetry-adapted framework (in session "ISNET")

Excavating insights from sparse data with statistics and machine learning (in session "ISNET")

Experimental Design and the BAND software framework (in session "BAND Camp")

Gaussian Process emulation using surmise (in session "BAND Camp")

Gaussian process regression constrained by boundary value problems (in session "ISNET")

Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities (in session "ISNET")

Global fits and Bayesian inference in "Beyond the Standard Model" physics (virtual) (in session "ISNET")

Hamiltonian Monte Carlo & eigenvector continuation for ab initio nuclear physics (in session "ISNET")

Hamiltonian Monte Carlo computation in spatial statistics (in session "ISNET")

History matching for nuclear ab initio calculations (in session "ISNET")

John Clark: Physicist at the computational frontier (virtual) (in session "ISNET")

Known Boundary Emulation (virtual) (in session "ISNET")

Machine learning for Deeply Virtual Compton Scattering (virtual) (in session "ISNET")

Machine learning for heavy-ion accelerators (virtual) (in session "ISNET")

Machine learning for nuclear physics (in session "ISNET")

Machine learning for the many-body problem (in session "ISNET")

Machine learning of nuclear properties
: a brief tribute to Prof. John Walter Clark (recording) (in session "ISNET")

Mapping out the thermodynamic stability of a QCD EOS with a critical point using active learning (in session "ISNET")

Multi-output gaussian processes for inverse uncertainty quantification in neutron noise analysis (virtual) (in session "ISNET")

Nuclear masses learned from a probabilistic neural network (in session "ISNET")

Overview of emulators for nuclear physics (in session "ISNET")

Predicting nuclear masses with product-unit networks (virtual) (in session "ISNET")

Prof. John W. Clark (in session "ISNET")

Quantification for a covariant energy density functional emulated by the reduced basis method (in session "ISNET")

Recent tools and developments in Bayesian statistics (in session "ISNET")

Reduced Basis Methods for emulation and the ROSE software package (in session "BAND Camp")

Sequential Bayesian experimental design for calibration of expensive physics models (in session "ISNET")

Short talk: Bayesian calibration of viscous anisotropic hydrodynamic simulations of heavy-ion collisions (in session "ISNET")

Short Talk: Deep learning pairing correlations from neural-network quantum states (in session "ISNET")

Short Talk: Ex fissio ad astra: extending optical models to the fission fragment region (in session "ISNET")

Short Talk: How Uncertain Am I? Theoretical errors in Bayesian model calibration for EFTs (in session "ISNET")

Short Talk: Potential energy surface emulation and impact on fission trajectories (in session "ISNET")

Short Talk: Reduced Basis Methods and Scattering (in session "ISNET")

Surrogate models of nuclear density functional theory with gaussian processes and autoencoders (in session "ISNET")

The Bayesian Mass Explorer, BMEX (in session "BAND Camp")

Welcome and Intro (in session "BAND Camp")

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Events scheduled on*

22/05/2023

23/05/2023

24/05/2023

25/05/2023

26/05/2023

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