Computational mathematics
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keywords:
Computer-Aided Design, Approximation, Splines, Interpolation, Geometric modeling, Subdivision schemes, Numerical
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keywords:
Surface Reconstruction, Spline, NURBS, RBF, Subdivision Curves/Surfaces, Computer Aided Geometric Design
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Inverse Problems in Engineering, Deep Learning for Science, Parameter Estimation, Landslides
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Image Processing, Geometry Processing, Inverse Problems
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image restoration, ill-posed inverse problems, constrained optimization
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numerical methods for non-linear, non-differentiable and non-convex optimization, inverse problems in imaging,
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keywords:
Numerical Analysis, Numerical Linear Algebra, Matrix Equations
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Combinatorics, Topology, Group theory, Deep learning, Natural language processing
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Stochastic analysis, Stochastic (ordinary and partial) differential equations, Hypoelliptic equations,
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keywords:
Computer Aided Geometric Design, Curve and surface modelling, Splines, Pythagorean-Hodograph curves, Subdivision
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keywords:
numerical approximation of partial differential equations, finite element methods, nonlinear PDEs in materials science,
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keywords:
matrix equations, iterative methods for the solution of algebraic linear systems and for eigenvalue problems,
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keywords:
Hamilton-Jacobi equations, Shape-from-X problems, non-Lambertian reflectance models, numerical methods for PDEs, Image
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keywords:
graphs, posets, matroids, simplicial complexes, Bruhat-Tits buildings
keywords:
Parameter estimation algorithms, NMR data inversion, regularization methods, finite difference schemes, nonlinear
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