In this section, the ESSM49 is employed to address the CHFE, resulting in various solutions for solitary waves including exponential, trigonometric, and hyperbolic forms. The wave transformation will be conducted as follows:
$$u(x,t) = U(\xi…
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High-order dynamics in an ultra-adaptive neuromorphic vision device
Pinto, L. et al. Task-dependent changes in the large-scale dynamics and necessity of cortical regions. Neuron 104, 810–824.e819 (2019).
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Juusola,…
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The analysis of fraud detection in financial market under machine learning
Data collection and pretreatment
In this study, in order to ensure the universality and representativeness of the data, more than 1 million financial transaction data were collected through multiple channels. Specifically, we first established…
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Designing lipid nanoparticles using a transformer-based neural network
COMET details
This section describes the model architecture and training algorithms of COMET. Pseudocode for inference is provided in Algorithm S1.
COMET model architecture
Lipid molecular structures are encoded into high-dimensional vectors…
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Correction: Expression of anti-amyloid CARs in microglia promotes efficient and selective phagocytosis of Aβ1‒42
Correction: Expression of anti-amyloid CARs in microglia promotes efficient and selective phagocytosis of Aβ1‒42
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Modelling the spread of infectious diseases in public transport systems under varying demand patterns and capacity constraints
Our results focus on the effects of reducing demand and vehicle capacity on passenger interactions. The first part highlights the main changes in passenger behavior and differences in passenger travel patterns. The second part focuses on the…
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A study of the relationship and drivers between participation in sports program diversity and physical fitness
Volf, K. et al. Evidence of the impact of sport policies on physical activity and sport participation: a systematic mixed studies review. Int. J. Sport Policy Politics. 14, 697–712. https://doi.org/10.1080/19406940.2022.2127835 (2022).
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Matrix regulation: a plug-and-tune method for combinatorial regulation in Saccharomyces cerevisiae
Hybrid tRNA arrays enabled the construction of combinatorial gRNA array libraries
In this study, we aim to build a combinatorial regulation method with a library size of 68, fine-tuning pathways with up to eight genes, with each gene regulated at…
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Evidence for orbital Fulde-Ferrell-Larkin-Ovchinnikov state in the bulk limit of 2H-NbSe2
Our data reveals a phase transition line separating the superconducting phase in the magnetic field vs. temperature phase diagram of 2H-NbSe2 into a low field region and a high field region which occurs at low temperatures near 8 T and descends…
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End-to-end deep learning for the diagnosis of pelvic and sacral tumors using non-enhanced MRI: a multi-center study
Patients and data acquisition
A total of 1211 patients with pathologically confirmed benign or malignant PSTs, treated at four hospitals between April 2011 and August 2024, were retrospectively analyzed.
Initially, we examined data from 1021 PST…
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