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Editorial: Systems biology, women in science 2021/22: Data and model integration [PDF]

Frontiers in Systems Biology, 2023
María Rodríguez Martínez, Angelyn Lao, Leda Torres   +2 more
doaj   +2 more sources

Explore Luminance Attenuation and Optical Crosstalk of RGB Mini Light-Emitting Diode via Microscopic Hyperspectral Imaging

IEEE Journal of the Electron Devices Society, 2022
In this article, we experimentally and quantitatively investigate the luminance attenuation for red, green, and blue mini light-emitting diodes (LEDs), and the optical crosstalk in the RGB mini-LED array under different working currents via the ...
Lili Zheng, Ziquan Guo, Yijun Lu, Peixin Zeng, Shouqiang Lai, Guolong Chen, Yulin Gao, Lihong Zhu, Weijie Guo, Yi Lin, Zhong Chen   +10 more
doaj   +1 more source

Integrating Deep Learning and Hydrodynamic Modeling to Improve the Great Lakes Forecast

Remote Sensing, 2022
The Laurentian Great Lakes, one of the world’s largest surface freshwater systems, pose a modeling challenge in seasonal forecast and climate projection. While physics-based hydrodynamic modeling is a fundamental approach, improving the forecast accuracy
Pengfei Xue, Aditya Wagh, Gangfeng Ma, Yilin Wang, Yongchao Yang, Tao Liu, Chenfu Huang   +6 more
doaj   +1 more source

On the application and improvement of the frequency matching method to rainstorm forecasts

暴雨灾害, 2021
Based on the daily precipitation forecast data of European Centre for Medium Range Weather Forecasts and National Center for Environmental Forecasting from May to August in 2017, combining with observation data during the same time period, the frequency ...
Lifang WANG, Liangbo QI, Wei ZHOU, lulu WANG, ke WANG   +4 more
doaj   +1 more source

Extraction of important variables and mining of dependencies of atmospheric corrosion of carbon steel based on a comprehensive intelligent model

工程科学学报, 2023
Machine learning algorithms are widely used to predict the corrosion rate of materials in a specific environment. However, the interpretability of such black-box models is poor, which hinders their application in the field of material corrosion ...
Ming ZHANG, Dong-mei FU, Da-wei ZHANG, Ling-wei MA, Li-zhen SHAO   +4 more
doaj   +1 more source

Deep Lifelong Learning Optimization Algorithm in Dense Region Fusion

Applied Sciences, 2023
Deep lifelong learning models can learn new information continuously while minimizing the impact on previously acquired knowledge, and thus adapt to changing data. However, existing optimization approaches for deep lifelong learning cannot simultaneously
Linghao Zhang, Fan Ding, Siyu Xiang, Zhang Qin, Zhengwei Chang, Hongjun Wang   +5 more
doaj   +1 more source

Water resource optimization bi-level coupling model and carrying capacity of a typical plateau basin based on interval uncertainty stochastic programming

Water Policy, 2023
The bi-level programming coupling model of uncertainty constraints and interval parameter programming is developed to optimize the allocation of water resources and conduct a comprehensive analysis of water resource carrying capacity.
Qiang Ge, Liying Wang
doaj   +1 more source

Using the FA-NAR Dynamic Neural Network Model and Big Data to Monitor Dam Safety

Frontiers in Physics, 2022
In view of the dynamics of the dam safety monitoring data, the sensitivity to time and space, and the nonlinearity, it has been proposed to use the firefly algorithm to search to determine the delay order and the number of hidden layer units and combine ...
Bin Pan, Zhitong Quan, Xueli Huang, Guang Sun   +3 more
doaj   +1 more source

Combination of Genome-Scale Models and Bioreactor Dynamics to Optimize the Production of Commodity Chemicals

Frontiers in Molecular Biosciences, 2022
The current production of a number of commodity chemicals relies on the exploitation of fossil fuels and hence has an irreversible impact on the environment.
Jorge Lázaro, Giorgio Jansen, Yiheng Yang, Mario A. Torres-Acosta, Gary Lye, Stephen G. Oliver, Jorge Júlvez   +6 more
doaj   +1 more source

Constraints for Improving Information Integrity in Information Conversion From CAD Building Drawings to BIM Model

IEEE Access, 2020
Computer Aided Design (CAD) systems play an important role in the production of building designs that are used to assist building constructions. Thus, CAD building drawings contain a large amount of building data important for indoor navigation and other
Chi Zhang, A-Xing Zhu, Liangchen Zhou, Mingliang Che, Tian Qiu   +4 more
doaj   +1 more source