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hIPPYlib : An Extensible Software Framework for Large-Sc..:

Villa, Umberto ; Petra, Noemi ; Ghattas, Omar
ACM Transactions on Mathematical Software (TOMS). 47 (2021) 2 - p. 1-34 , 2021

Link: https://dl.acm.org/doi/10.1145/3428447

RT Journal
T1 <Title>hIPPYlib				: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs: Part I: Deterministic Inversion and Linearized Bayesian Inference</Title>

UL https://suche.suub.uni-bremen.de/peid=acm-3428447&Exemplar=1&LAN=DE
				
A1 Villa, Umberto
A1 Petra, Noemi
A1 Ghattas, Omar
PB ACM
YR 2021
SN 0098-3500
SN 1557-7295
K1 Bayesian inference
K1 Infinite-dimensional inverse problems
K1 adjoint-based methods
K1 generic PDE toolkit
K1 inexact Newton-CG method
K1 low-rank approximation
K1 sampling
K1 uncertainty quantification
K1 Computing methodologies
K1 Modeling and simulation
K1 Model development and analysis
K1 Uncertainty quantification
K1 Mathematics of computing
K1 Mathematical analysis
K1 Differential equations
K1 Partial differential equations
K1 Mathematical optimization
K1 Probability and statistics
K1 Probabilistic inference problems
K1 Bayesian computation
K1 Mathematical software
K1 Solvers
K1 Numerical analysis
K1 Discretization
K1 Applied computing
K1 Physical sciences and engineering
K1 Computations on matrices
JF ACM Transactions on Mathematical Software (TOMS)
VO 47
IS 2
SP 1
OP 34
LK http://dx.doi.org/https://dl.acm.org/doi/10.1145/3428447
DO https://dl.acm.org/doi/10.1145/3428447
SF ELIB - SuUB Bremen

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