Inverse Problems : Recent Advances and Applications
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A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
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Article
We consider the class of iterative shrinkage-thresholding algorithms (ISTA) for solving linear inverse problems arising in signal/image processing. This class of methods, which can be viewed as an extension of the classi...
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Página del recursoPhysics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
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Subjects / keywords: Partial differential equation; Nonlinear system; Artificial neural network; Context (archaeology); Inverse problem; Partial derivative; Computer science; Automatic differentiation; Applied mathematics; Physical law; Math...
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Página del recursoForward and inverse problems of electrocardiography : clinical investigations
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Material complementarioLarge Scale Inverse Problems : Computational Methods and Applications in the Earth Sciences
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Material complementarioLarge Scale Inverse Problems. Computational Methods and Applications in the Earth Sciences
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Material complementarioNon-Extensive Entropy Econometrics for Low Frequency Series. National Accounts-Based Inverse Problems
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ISBN 9783110550764;9783110550443 · Book · Texto completo disponible
DOAB KBART
ISBN 9783110605914;9783110605907;9783110606027 · Book · Texto completo disponible
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Material complementarioOn direct and inverse problems related to longitudinal impact of non-uniform elastic rods
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Material complementarioInverse Dynamics Problems
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Material complementarioMicrowave Imaging and Electromagnetic Inverse Scattering Problems
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Material complementarioMultidimensional Inverse and Ill-Posed Problems for Differential Equations
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ISBN 9783110271478 · Book · Texto completo disponible
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ISBN 9783110346664 · Book · Texto completo disponible
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Material complementarioInverse Problem Theory and Methods for Model Parameter Estimation
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1. The general discrete inverse problem 2. Monte Carol methods 3. The least-squares criterion 4. Least-absolute values criterion and minimax criterion 5. Functional inverse problems 6. Appendices 7. Problems References I...
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Página del recurso$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
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In recent years there has been a growing interest in the study of sparse representation of signals. Using an overcomplete dictionary that contains prototype signal-atoms, signals are described by sparse linear combinatio...
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Página del recursoSolitons, Nonlinear Evolution Equations and Inverse Scattering
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Solitons have been of considerable interest to mathematicians since their discovery by Kruskal and Zabusky. This book brings together several aspects of soliton theory currently only available in research papers. Emphasi...
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Página del recursoA Path Independent Integral and the Approximate Analysis of Strain Concentration by Notches and Cracks
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A line integral is exhibited which has the same value for all paths surrounding the tip of a notch in the two-dimensional strain field of an elastic or deformation-type elastic-plastic material. Appropriate integration p...
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Página del recursoCAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK*
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One of the problems which has plagued those attempting to predict the behavior of capital markets is the absence of a body of positive microeconomic theory dealing with conditions of risk. Although many useful insights c...
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Página del recursoDistributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
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Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasingly important to be...
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Página del recursoDistributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
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Article
Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasingly important to be...
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Página del recursoUnpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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Image-to-image translation is a class of vision and graphics problems where the goal is to learn the mapping between an input image and an output image using a training set of aligned image pairs. However, for many tasks...
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Material complementarioJournal of Applied and Numerical Analysis
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Article
Subjects / keywords: applied mathematics, computational mathematics, numerical methods, inverse problems, boundary value problems, nonlinear problems; Science: Mathematics: Analysis
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