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Lie algebras of differentiations of linear algebras over a field
In this paper, we study a system of linear equations that define the Lie algebra of differentiations DerA of an arbitrary finite-dimensional linear algebra over a field.
A. Ya. Sultanov +2 more
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Differentiation of linear algebras with a unit over a field
Linear algebras over a given field arise when studying various problems of algebra, analysis and geometry. The operation of differentiation, which originated in mathematical analysis, was transferred to the theory of linear algebras over a field, as well
A.Ya. Sultanov +2 more
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Introduction. Polynomials in several variables over Galois fields provide the basis for the Reed-Muller coding theory, and are also used in a number of cryptographic problems.
V. M. Deundyak, N. S. Mogilevskaya
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Non-linear estimation is easy [PDF]
Non-linear state estimation and some related topics, like parametric estimation, fault diagnosis, and perturbation attenuation, are tackled here via a new methodology in numerical differentiation.
Fliess, Michel +2 more
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On derivations of linear algebras of a special type
In this work, Lie algebras of differentiation of linear algebra, the operation of multiplication in which is defined using a linear form and two fixed elements of the main field are studied. In the first part of the work, a definition of differentiation
A. Ya. Sultanov +2 more
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Exploring parameter dependence of atomic minima with implicit differentiation
Interatomic potentials are essential to go beyond ab initio size limitations, but simulation results depend sensitively on potential parameters. Forward propagation of parameter variation is key for uncertainty quantification, whilst backpropagation has ...
Ivan Maliyov +2 more
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Sensor Fusion for Underwater Vehicle Navigation Compensating Misalignment Using Lie Theory
This paper presents a sensor fusion method for navigation of unmanned underwater vehicles. The method combines Lie theory into Kalman filter to estimate and compensate for the misalignment between the sensors: inertial navigation system and Doppler ...
Da Bin Jeong, Nak Yong Ko
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CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra [PDF]
Many areas of machine learning and science involve large linear algebra problems, such as eigendecompositions, solving linear systems, computing matrix exponentials, and trace estimation.
Andres Potapczynski +3 more
semanticscholar +1 more source
Solving Nonlinear Multi-Order Fractional Differential Equations Using Bernstein Polynomials
This paper introduces two novel methods for solving multi-order fractional differential equations using Bernstein polynomials. The first method, referred to as the fractional operational matrix of differentiation of Bernstein polynomials, is employed to ...
Shahad Adil Taher Algazaa +1 more
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AUTOMATION OF TENSOR CALCULATIONS BASED ON NEURAL NETWORKS
Tensor calculus is a necessary tool in various natural sciences.
A. N. Makokha, T. E. Tyshlyar
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