Accurate large-scale regional wave height prediction is important for the safety of ocean sailing. A multi-step model (ConvGRU-RMWP) based on ConvGRU designed two problems difficult spatial feature resolution and low accuracy in navigation prediction. For prediction, a multi-input multi-output strategy used, direction period are used as exogenous variables, which combined with historical data t...

Societal Impact Statement Reading and writing DNA is now possible with an unprecedented speed ease. To catch up digitization of genetic resources, scientists need to join all relevant stakeholders design new global governance mechanisms for digital sequence information. We propose the establishment a Multi-stakeholder Committee on Governance Digital Sequence Information (DSI). This multi-discip...

Rainfall–runoff modeling is a complex hydrological issue that still has room for improvement. This study developed coupled bidirectional long short-term memory (LSTM) with sequence-to-sequence (Seq2Seq) learning (BiLSTM-Seq2seq) model to simulate multi-step-ahead runoff flood events. The LSTM Seq2Seq (LSTM-Seq2Seq) and multilayer perceptron (MLP) was set as benchmarks. results show that: (1) ro...

Building energy models are a key element in regulatory compliance calculations. These performance calculations often do not accurately reflect actual operating conditions. Therefore, evaluation of comparing use building with the outcome dynamic simulation can be misleading, this difference is also known as gap. The reduction gap an important task aimed to provide confidence for efficiency. This...

Abstract. In order to improve the steady output of micrgripper, the giant magnetostrictive micrgripper with flexure hinge is taken as the research object . Its structure and working principle are presented .the static performance experiments are done and the better linear work domain is found. On the basis of that the dynamic model of the microgripper is established and the formula of the micro...

Abstract In this paper, the research progress of ammonium bisulfate (ABS) volatilization in coal-fired power plants SCR denitrification process was reviewed. Combination with self-made experiments, SEM, flue gas analyzer and TG-DTG curves ABS ion chromatography. The condensation characteristics were investigated carefully. Results show that as temperature increased by 50 o C, ABS/AS rate an ord...

Myasthenia gravis (MG) with anti-acetylcholine receptor (AChR) Abs is an autoimmune disease characterized by severe defects in immune regulation and thymic inflammation. Because mesenchymal stem cells (MSCs) display immunomodulatory features, we investigated whether and how in vitro-preconditioned human MSCs (cMSCs) could treat MG disease. We developed a new humanized preclinical model by subcu...

This paper consider the problem of video content adaptation for the teleconference application in a heterogeneous network communication system. Due to the diversity of content providers and content consumers in the network, the content of the network transportation is often preferred to be adaptive for both efficiency and reliability in the communication. The video content adaptation could be a...