Pablo Giuliani

1. Bayes goes fast: Uncertainty Quantification for a Covariant Energy Density Functional emulated by the Reduced Basis Method
   2022/09/26 by Pablo Giuliani, Giuliani, Pablo, Kyle Godbey +6 · 3 citations
   Engineering · Materials Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Nuclear Physics and Applications #Nuclear Theory (nucl-th) #Nuclear reactor physics and engineering
2. ROSE: A reduced-order scattering emulator for optical models
   2023/12/19 by Daniel Odell, Pablo Giuliani, Odell, Daniel +14 · 3 citations
   Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Nuclear Theory (nucl-th) #Nuclear physics research studies #Particle physics theoretical and experimental studies
3. Nudged elastic band approach to nuclear fission pathways
   2022/03/03 by Eric Flynn, Daniel W. Lay, Flynn, Eric +11 · 2 citations
   Earth and Planetary Sciences · Physics and Astronomy · #FOS: Physical sciences #High-Energy Particle Collisions Research #High-pressure geophysics and materials #Nuclear Theory (nucl-th) #Nuclear physics research studies
4. Emulators for scarce and noisy data: application to auxiliary field diffusion Monte Carlo for the deuteron
   2024/04/17 by Rahul Somasundaram, Cassandra L. Armstrong, Somasundaram, Rahul +9 · 2 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Nuclear Physics and Applications #Nuclear Theory (nucl-th) #Nuclear reactor physics and engineering
5. Model orthogonalization and Bayesian forecast mixing via Principal Component Analysis
   2024/05/17 by Pablo Giuliani, Kyle Godbey, Giuliani, Pablo +5 · 2 citations
   Chemistry · Engineering · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (stat.ML) #Nuclear Theory (nucl-th) #Spectroscopy and Chemometric Analyses #Statistics and Probability (physics.data-an)
6. Motivations for Early High-Profile FRIB Experiments
   2024/10/08 by Beth Brown, Brown, B. Alex, Alexandra Gade +80 · 2 citations
   Engineering · #FOS: Physical sciences #Integrated Circuits and Semiconductor Failure Analysis #Nuclear Theory (nucl-th) #Particle accelerators and beam dynamics #Silicon Carbide Semiconductor Technologies
7. Bayesian Inference for Extracting Barrier Distributions from Fusion Excitation Functions
   2026/07/15 by Aaron Philip, Pablo Giuliani, Kyle Godbey
   #nucl-th #nucl-ex