Results 21 to 30 of about 84,089 (265)
Evolution of perturbations in 3D air quality models
The deterministic approach of sensitivity analysis is applied on the solution vector of an Air Quality Model. In particular, the photochemical CAMx code is augmented with derivatives utilising the automatic differentiation software ADIFOR.
I. Ziomas +3 more
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Federated Automatic Differentiation
39 pages, 13 figures. To appear in JMLR 25 (2024)
Rush, Keith +2 more
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Automatic Differentiation Platform: Design [PDF]
Summary: Automatic differentiation (AD) has proven its interest in many fields of applied mathematics, but it is still not widely used. Furthermore, existing numerical methods have been developed under the hypotheses that computing program derivatives is not affordable for real size problems.
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The New Approach to Analysis of Thin Isotropic Symmetrical Plates
A new approach to solve plate constructions using combined analytical and numerical methods has been developed in this paper. It is based on an exact solution of an equilibrium equation.
Mykhaylo Delyavskyy, Krystian Rosiński
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Quantum Optimal Control via Semi-Automatic Differentiation [PDF]
We develop a framework of "semi-automatic differentiation" that combines existing gradient-based methods of quantum optimal control with automatic differentiation.
Michael H. Goerz +2 more
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Automatic Differentiation for error analysis [PDF]
Contribution to Tools for High Energy Physics and Cosmology - TOOLS2020.
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Optimization of a Micromixer with Automatic Differentiation
As micromixers offer the cheap and simple mixing of fluids and suspensions, they have become a key device in microfluidics. Their mixing performance can be significantly increased by periodically varying the inlet pressure, which leads to a non-static ...
Julius Jeßberger +5 more
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Automatic Multivector Differentiation and Optimization [PDF]
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lars Tingelstad, Olav Egeland
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In the fields of control engineering and robotics, either the Lagrange or Newton–Euler method is generally used to analyze and design systems using equations of motion.
Takashi Kusaka, Takayuki Tanaka
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Automatic Differentiation for MATLAB Programs [PDF]
AbstractDerivative information is required in numerous applications, including sensitivity analysis and numerical optimization. For simple functions, symbolic differentiation–done either manually or with a computer algebra system–can provide the derivatives, whereas divided differences (DD) have been used traditionally for functions defined by ...
Bischof, Christian +2 more
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