Gianluca Geraci - Optimization and Uncertainty Quantification, Sandia National Laboratories

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论文共 117 篇作者统计合作学者相似作者

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Analysis of the Challenges in Developing Sample-Based Multi-fidelity Estimators for Non-deterministic Models

Bryan Reuter,Gianluca Geraci,Timothy Wildey

International Journal for Uncertainty Quantification (2024)

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A Variance Deconvolution Estimator for Efficient Uncertainty Quantification in Monte Carlo Radiation Transport Applications

Kayla B. Clements,Gianluca Geraci,Aaron J. Olson,Todd S. Palmer

JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER (2024)

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A Polynomial Chaos Approach for Uncertainty Quantification of Monte Carlo Transport Codes

Gianluca Geraci,Kayla Clements,Aaron J Olson

arXiv (Cornell University) (2024)

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Personalized and Uncertainty-Aware Coronary Hemodynamics Simulations: from Bayesian Estimation to Improved Multi-Fidelity Uncertainty Quantification

Karthik Menon, Andrea Zanoni, Owais Khan,Gianluca Geraci,Koen Nieman,Daniele E Schiavazzi,Alison L Marsden

ArXiv (2024)

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Deep Learning Without Global Optimization by Random Fourier Neural Networks

Owen Davis,Gianluca Geraci,Mohammad Motamed

CoRR (2024)

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Multilevel Monte Carlo Estimators for Derivative-Free Optimization under Uncertainty

Friedrich Menhorn,Gianluca Geraci,D. Thomas Seidl,Youssef M. Marzouk,Michael S. Eldred,Hans-Joachim Bungartz

INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATIONno. 3 (2024): 21-65

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Improved Multifidelity Monte Carlo Estimators Based on Normalizing Flows and Dimensionality Reduction Techniques

Andrea Zanoni,Gianluca Geraci,Matteo Salvador,Karthik Menon,Alison L. Marsden,Daniele E. Schiavazzi

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2024)

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Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces

Owen Davis,Gianluca Geraci,Mohammad Motamed

arXiv (Cornell University) (2024)

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Multifidelity uncertainty quantification with models based on dissimilar parameters

Xiaoshu Zeng,Gianluca Geraci,Michael S. Eldred,John D. Jakeman,Alex A. Gorodetsky,Roger Ghanem

Computer Methods in Applied Mechanics and Engineering (2023): 116205-116205

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Multifidelity data fusion in convolutional encoder/decoder networks

Lauren Partin,Gianluca Geraci,Ahmad Rushdi,Michael S. Eldred,Daniele E. Schiavazzi

Journal of Computational Physics（2023）

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