They concluded that PdM, being the most advanced form of all maintenance, is what companies strive to develop and what can give them an advantage over others. ML algorithms have been widely used in computer science and other fields, including PdM of production systems, tools, and machines, it...
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Download: Download full-size image Fig. 1. Overall structure of the proposed method. 2.1. Stage 1 – Data collection and preprocessing 2.1.1. Data collection 2.1.1.1. Residential load demand data The term ‘load profile’ used in this paper refers to the load’s time-varying active and rea...
Full size image Resnet50-LSTM versus resnet50-LSTM-att To further improve the CNN-LSTM architecture, attention mechanism (AM) was introduced into Resnet50-LSTM. As shown in Table 5, the introduction of attention mechanism leads to a significant improvement over Resnet50-LSTM in the classificat...
Full size image Training data acquisition To validate the affinity maturation method, we applied it to an anti-kynurenine antibody. Kynurenine is a metabolite found in the niacin synthesis pathway. Indoleamine-pyrrole 2, 3-dioxygenase (IDO) catalyze tryptophan to kynurenine. It was demonstrated that...
Full size image Proposed hybrid model This research presents a hybrid model utilizing improved speech signals with dynamic feature breakdown using CNN and LSTM. The proposed hybrid model employs a new, pre-trained CNN with LSTM to recognize PD in linguistic features utilizing Mel-spectrograms derived...
基于Lagrange.Core 实现的 NTQQ 接入框架. Contribute to LSTM-Kirigaya/Lagrange.onebot development by creating an account on GitHub.
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作者使用 full-wave solver 生成训练数据，并通过神经网络 operator learning 来学习 TOF 数据和 ...
Currently, most real-world time series datasets are multivariate and are rich in dynamical information of the underlying system. Such datasets are attracting much attention; therefore, the need for accurate modelling of such high-dimensional datasets is