Smart production systems that seamlessly integrate the vast expanse of cyberspace alongside the pivotal and transformative role of Artificial Intelligence (AI) are increasingly becoming not merely beneficial but absolutely essential elements…
Category: 7. Maths
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Multi-objective optimization of electromagnetic vibration parameters for corn seed phenotype prediction based on deep learning
Electromagnetic vibration processing system design
The electromagnetic vibration processing system represents a sophisticated integration of electromagnetic field generation, precise vibration control, and real-time data acquisition technologies…
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Efficient progressive training with granularity cross for image super-resolution
In this section, we first describe the purpose of using progressive training and briefly introduce other existing progressive training methods. Then our method will be described in detail.
Figure 1 The pipeline of the proposed EPTGC. All training…
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A novel portfolio construction strategy based on the core- periphery profile of stocks
In the following subsections, we conducted a comprehensive analysis structured around the following key components:
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Portfolio selection at daily and high-frequency levels
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A new hybrid neural network framework inspired by biological systems for advanced financial forecasting
Fig. 2 The core workflow of the proposed solution in this article.
To solve for the minimum value of the optimization objective function \(\text {fitness}(C, S)\), we need to choose an appropriate optimization algorithm….
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Enhanced security of affine ciphers using digraph transformation and a modified three pass protocol
Our proposed algorithm, the ISADTTPP, is implemented and compared with affine ciphers and existing modified affine ciphers on the basis of several metrics, such as the avalanche effect, diffusion and confusion, key space, similar digraph…
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Transferable neural wavefunctions for solids
Notation
All vectors, matrices and tensors are denoted by bold letters, except for functions. We use lower-case indices i, j = 1, …, nel for electron positions and upper-case indices I, J = 1, …, Natoms for atom positions, where nel…
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Toward an ion-based large-scale integrated circuit: design, simulation, and integration
The development of a compact model for the iontronic diode was carried out in two phases.
Phase I
Iontronic and PN (P-type and N-type) semiconductor diodes have several similarities in structure and in the underlying mechanisms that induce…
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Discovering state-of-the-art reinforcement learning algorithms
Humans and other animals use powerful reinforcement learning (RL) mechanisms that have been discovered by evolution over many generations of trial and error. By contrast, artificial agents typically learn using hand-crafted learning rules….
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Classifying polish in use-wear analysis with convolutional neural networks
The classification of use-wear images based on contact material and the number of strokes revolves around two research axes: the effect of the surface area analyzed, as determined by patch size and objective, and the suitability of a…
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