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Updated: Jun 19, 2025

Using Generative Art to Convey Past and Future Climate Transitions
06:10

Using Generative Art to Convey Past and Future Climate Transitions

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基于时间序列条件生成对抗网络的绿色金融增长预测模型

Aya Salama Abdelhady1,2, Nadia Dahmani3,4, Lobna M AbouEl-Magd2,5

  • 1Faculty of Mathematical and Computational Sciences, University of Prince Edward Island, Charlottetown, Canada.

PloS one
|July 24, 2024
PubMed
概括

这项研究使用先进的人工智能增强了绿色金融增长预测. 条件生成对抗网络 (CT-GANs) 增强数据,改进非线性自回归神经网络 (NARNNs) 以实现更准确的投资预测.

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Prediction Intervals01:03

Prediction Intervals

The interval estimate of any variable is known as the prediction interval. It helps decide if a point estimate is dependable.
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Design Example: Analyzing Capacity Contours for Flood Risk Assessment

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Survival Tree01:19

Survival Tree

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Light Acquisition02:16

Light Acquisition

In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.
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