From the lab to a career in decision science
Author: admin
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A deep learning-based hybrid method for PM2.5 prediction in central and western China
The proposed PSO-Transformer-LSTM model is a hybrid architecture that integrates the advantages of the transformer model, the LSTM network and the particle swarm optimization (PSO) algorithm. This section describes the main components of the…
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Pharmacological and resting state fMRI reveal Osteocalcin’s effects on mouse brain regions with high Gpr37 and Gpr158 expression
Study design
The objective of this study was to examine the effects of intravenously injected OCN on the wild-type mouse brain by multiparametric MRI. Female C57BL/6J mice (n = 32) were randomly divided into a control group that received…
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A hybrid zero-reference and dehazing network for joint low-light underground image enhancement
In this section, the experiment configurations and results using the Z-DCE-DNet for Underground Mine image enhancement are presented. Firstly, the PyTorch deep learning framework was used, running on an NVIDIA GeForce RTX 1650 GPU, applied to…
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Efficient self-attention with smart pruning for sustainable large language models
LLMs, being deep neural networks, have several layers, including self-attention mechanisms, feedforward networks, and embedding layers, all of which require significant amounts of memory and computation. The self-attention mechanism, for example,…
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Effectiveness and mechanism of cisplatin combined with PDT on human lung adenocarcinoma A549 cells transplanted tumor in nude mice
Thai, A. A., Solomon, B. J., Sequist, L. V., Gainor, J. F. & Heist, R. S. Lung cancer. Lancet 398, 535–554 (2021).
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Pope, C. A. et al. Lung cancer and cardiovascular disease…
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A lightweight network for traffic sign detection via multiple scale context awareness and semantic information guidance
Zhao, Z. et al. Dense tiny object detection: A scene context guided approach and a unified benchmark. IEEE Trans. Geosci. Remote Sens. 62, 1–13 (2024).
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Shi, Y., Zhao, S., Wu, J.,…
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RNA function follows form – why is it so hard to predict?
RNA structure poses unique challenges for computational models.Credit: Getty
At a virtual conference in November 2020, the winner of a biennial protein-structure-prediction challenge was announced: AlphaFold. Created by Google DeepMind, this…
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AI optimization algorithms enhance higher education management and personalized teaching through empirical analysis
The connotation and implementation barriers of personalized teaching
Personalized teaching is an educational approach that aims to tailor the learning experience to the unique needs, abilities, and interests of individual students. Unlike the…
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Enhanced hybrid CNN and transformer network for remote sensing image change detection
To comprehensively validate the superiority of our proposed EHCTNet model, we have conducted extensive comparisons with SOTA change detection methods on two large-scale, high spatial resolution remote sensing (RS) image datasets, namely, LEVIR-CD
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