|
08:00
|
BAND Camp
(until 09:00)
(Compton 241/245)
|
|
09:00
|
BAND Camp
(until 10:45)
(Whitaker 218)
|
|
09:00
|
Welcome and Intro
-
Maria Piarulli
(Washington University)
(Whitaker 218)
|
|
09:05
|
Gaussian Process emulation using surmise
-
Özge Surer
(Miami University)
Moses Chan
(Northwestern)
(Whitaker 218)
|
|
10:45
|
--- Coffee Break ---
|
|
11:15
|
BAND Camp
(until 12:45)
()
|
|
11:15
|
Reduced Basis Methods for emulation and the ROSE software package
-
Daniel Odell
(Ohio)
Pablo Giuliani
(MSU/FRIB)
(Whitaker 218)
|
|
|
08:00
|
--- Registration/Breakfast ---
|
|
08:45
|
ISNET
-
Brad Jolliff
(Washington University)
(until 09:00)
(Crow 201)
|
|
09:00
|
ISNET
(until 10:30)
(Crow 201)
|
|
09:00
|
Recent tools and developments in Bayesian statistics
-
Yuling Yao
(Flatiron Institute)
(Crow 201)
|
|
09:30
|
A statistical exploration of CEMP star classification with s-process models
-
Andrés Yagüe López
(Los Alamos National Lab)
(Crow 201)
|
|
10:00
|
Global fits and Bayesian inference in "Beyond the Standard Model" physics (virtual)
-
Anders Kvellestad
(University of Oslo)
(Crow 201)
|
|
10:30
|
--- Coffee Break ---
|
|
11:00
|
ISNET
(until 12:30)
(Crow 201)
|
|
11:00
|
Applications of novel chiral interactions to quantum Monte Carlo methods and astrophysical data analysis
-
Rahul Somasundaram
(Syracuse University)
(Crow 201)
|
|
11:30
|
Sequential Bayesian experimental design for calibration of expensive physics models
-
Ozge Sürer
(Crow 201)
|
|
12:00
|
History matching for nuclear ab initio calculations
-
Christian Forssén
(Durham University)
(Crow 201)
|
|
|
08:25
|
--- Breakfast ---
|
|
08:55
|
ISNET
(until 10:30)
(Crow 201)
|
|
08:55
|
Prof. John W. Clark
-
Henric Krawczynski
(Crow 201)
|
|
09:00
|
John Clark: Physicist at the computational frontier (virtual)
-
Henrik Bohr
(Crow 201)
|
|
09:45
|
Machine learning for nuclear physics
-
Witek Nazarewicz
(MSU/FRIB)
(Crow 201)
|
|
10:30
|
--- Coffee Break ---
|
|
11:00
|
ISNET
(until 12:15)
(Crow 201)
|
|
11:00
|
Machine learning of nuclear properties
: a brief tribute to Prof. John Walter Clark (recording)
-
Eirene Mavrommatis
(Crow 201)
|
|
11:15
|
Surrogate models of nuclear density functional theory with gaussian processes and autoencoders
-
Marc Verriere
(Crow 201)
|
|
11:45
|
Machine learning for heavy-ion accelerators (virtual)
-
Yue Hao
(Michigan State University)
(Crow 201)
|
|
|
08:30
|
--- Breakfast ---
|
|
09:00
|
ISNET
(until 10:30)
(Crow 201)
|
|
09:00
|
Overview of emulators for nuclear physics
-
Dick Furnstahl
(Crow 201)
|
|
09:30
|
Known Boundary Emulation (virtual)
-
Ian Vernon
(Crow 201)
|
|
10:00
|
Gaussian process regression constrained by boundary value problems
-
Mamikon Gulian
(Sandia National Laboratories)
(Crow 201)
|
|
10:30
|
--- Coffee Break ---
|
|
11:00
|
ISNET
(until 12:30)
(Crow 201)
|
|
11:00
|
Multi-output gaussian processes for inverse uncertainty quantification in neutron noise analysis (virtual)
-
Paul Lartaud
(Crow 201)
|
|
11:30
|
Quantification for a covariant energy density functional emulated by the reduced basis method
-
Pablo Giuliani
(Michigan State University)
(Crow 201)
|
|
12:00
|
Hamiltonian Monte Carlo & eigenvector continuation for ab initio nuclear physics
-
Andreas Ekström
(Chalmers University of Technology)
(Crow 201)
|
|
|
08:30
|
--- Breakfast ---
|
|
09:00
|
ISNET
(until 10:30)
(Crow 201)
|
|
09:00
|
AI/ML+data science tools for detector design at the Electron Ion Collider (virtual)
-
Cristiano Fanelli
(William & Mary)
(Crow 201)
|
|
09:30
|
Excavating insights from sparse data with statistics and machine learning
-
Kyle Godbey
(Crow 201)
|
|
10:00
|
Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities
-
Marcus Noack
(Lawrence Berkeley National Laboratory)
(Crow 201)
|
|
10:30
|
--- Coffee Break ---
|
|
11:00
|
ISNET
(until 11:30)
(Crow 201)
|
|
11:00
|
Deep learning techniques in ground-based imaging gamma-ray observatories (virtual)
-
Daniel Nieto
(Madrid University)
(Crow 201)
|
|
11:30
|
Discussion Session
(until 12:00)
(Crow 201)
|
|
|
12:45
|
--- Lunch Break ---
|
|
14:15
|
BAND Camp
(until 15:45)
(Whitaker 218)
|
|
14:15
|
Bayesian Model Mixing using Taweret
-
John Yannotty
(Ohio State)
Matt Pratola
(Ohio State)
Alexandra Semposki
(Ohio University)
(Whitaker 218)
|
|
15:45
|
--- Coffee Break ---
|
|
16:15
|
BAND Camp
(until 17:30)
(Whitaker 218)
|
|
16:15
|
The Bayesian Mass Explorer, BMEX
-
Kyle Godbey
(MSU/FRIB)
(Whitaker 218)
|
|
16:55
|
Experimental Design and the BAND software framework
-
Dick Furnstahl
(Ohio State)
Witek Nazarewicz
(MSU/FRIB)
(Whitaker 218)
|
|
18:00
|
Welcome Reception
(until 20:00)
(Women’s Building, Ann W. Olin)
|
|
|
12:30
|
--- Lunch Break ---
|
|
13:30
|
ISNET
(until 15:00)
(Crow 201)
|
|
13:30
|
Bayesian probability updates using sampling/importance resampling: applications in nuclear theory
-
Weiguang Jiang
(Chalmers University)
(Crow 201)
|
|
14:00
|
Hamiltonian Monte Carlo computation in spatial statistics
-
Debashis Mondal
(WashU)
(Crow 201)
|
|
14:30
|
Bayesian model calibration for nuclear decays with the Skyrme finite-amplitude method
-
Tong Li
(LLNL)
(Crow 201)
|
|
15:00
|
--- Coffee Break ---
|
|
15:30
|
ISNET
(until 16:30)
(Crow 201)
|
|
15:30
|
Accounting for material and experimental variability using a random effects Bayesian inferential framework
-
Denielle Ricciardi
(Sandia National Laboratories)
(Crow 201)
|
|
16:00
|
Short talk: Bayesian calibration of viscous anisotropic hydrodynamic simulations of heavy-ion collisions
-
Dananjaya Liyanage
(Crow 201)
|
|
16:15
|
Short Talk: How Uncertain Am I? Theoretical errors in Bayesian model calibration for EFTs
-
Jason Bub
(Crow 201)
|
|
16:30
|
Discussion Session
(until 17:00)
(Crow 201)
|
|
|
12:15
|
--- Lunch Break ---
|
|
13:15
|
ISNET
(until 14:45)
(Crow 201)
|
|
13:15
|
Nuclear masses learned from a probabilistic neural network
-
Amy Lovell
(Los Alamos National Lab)
(Crow 201)
|
|
13:45
|
Machine learning for the many-body problem
-
Alessandro Lovato
(Argonne National laboratory)
(Crow 201)
|
|
14:15
|
Mapping out the thermodynamic stability of a QCD EOS with a critical point using active learning
-
Debora Mroczek
(University of Illinois)
(Crow 201)
|
|
14:45
|
--- Coffee Break ---
|
|
15:15
|
ISNET
(until 16:30)
(Crow 201)
|
|
15:15
|
Predicting nuclear masses with product-unit networks (virtual)
-
Babette Dellen
(Crow 201)
|
|
15:45
|
Machine learning for Deeply Virtual Compton Scattering (virtual)
-
Manal Almaeen
(Crow 201)
|
|
16:15
|
Short Talk: Deep learning pairing correlations from neural-network quantum states
-
Jane Kim
(Crow 201)
|
|
16:30
|
Discussion Session
(until 17:00)
(Crow 201)
|
|
18:00
|
Social Dinner
(until 21:00)
(The Boathouse at Forest Park)
|
|
|
12:30
|
--- Lunch Break ---
|
|
13:30
|
ISNET
(until 15:00)
(Crow 201)
|
|
13:30
|
Eigenvector continuation emulators for the ab initio symmetry-adapted framework
-
Kevin Becker
(Crow 201)
|
|
14:00
|
Bootstrap for multivariate time series and gravitational wave detection
-
Soumen Lahiri
(Washington University)
(Crow 201)
|
|
14:30
|
Data integration using constrained Gaussian process models with applications to nuclear physics
-
Shuang Zhou
(Arizona State University)
(Crow 201)
|
|
15:00
|
--- Coffee Break ---
|
|
15:30
|
ISNET
(until 16:15)
(Crow 201)
|
|
15:30
|
Short Talk: Potential energy surface emulation and impact on fission trajectories
-
Daniel Lay
(Crow 201)
|
|
15:45
|
Short Talk: Ex fissio ad astra: extending optical models to the fission fragment region
-
Kyle Beyer
(Crow 201)
|
|
16:00
|
Short Talk: Reduced Basis Methods and Scattering
-
Daniel Odell
(Crow 201)
|
|
16:15
|
Discussion Session
(until 16:45)
(Crow 201)
|
|
16:45
|
ISNET: Poster Session
(until 17:45)
()
|
|
|
