Techniques

Type	Subtype	Category	Use
AI	Light Gradient Boosting	Machine Learning – supervised	Accuracy	More Details
AI	Neural Network	Deep Learning – unspecified neural networks	Generation	More Details
AI	Gaussian Process Regression	Machine Learning – supervised	Accuracy	More Details
AI	Gaussian Process Regression	Machine Learning – supervised	Computational efficiency	More Details
AI	Neural Network	Deep Learning – unspecified neural networks	Accuracy	More Details
AI	Neural Network	Deep Learning – unspecified neural networks	Computational efficiency	More Details
AI	Random Forest	Machine Learning – supervised	Generation	More Details
AI	Random Forest	Machine Learning – supervised	Modelling	More Details
AI	Random Forest	Machine Learning – supervised	Accuracy	More Details
AI	Neural Network	Deep Learning – unspecified neural networks	Processing	More Details
AI	Random Forest	Machine Learning – supervised	Data assimilation	More Details
AI	Convolutional Neural Network	Deep Learning – convolutional neural networks	Generation	More Details
AI	Convolutional Neural Network	Deep Learning – convolutional neural networks	Data assimilation	More Details
AI	Convolutional Neural Network	Deep Learning – convolutional neural networks	Accuracy	More Details
AI	Random Forest	Machine Learning – supervised	Processing	More Details
AI	Extreme Gradient Boosting	Machine Learning – supervised	Accuracy	More Details
AI	K-means clustering	Machine Learning – unsupervised	Processing	More Details
AI	Weak Supervision	Machine Learning – supervised	Processing	More Details
AI	Siamese Multi-Layer Perceptron	Deep Learning – feed-forward neural networks	Data assimilation	More Details
AI	Vision Transformer	Deep Learning – transformers	Generation	More Details
AI	Encoder-Decoder Transformer	Deep Learning – transformers	Generation	More Details
AI	Holistically-Nested Edge Detection	Deep Learning – convolutional neural networks	Generation	More Details
AI	U-Net Convolutional Neural Network	Deep Learning – convolutional neural networks	Generation	More Details
AI	U-Net Convolutional Neural Network	Deep Learning – convolutional neural networks	Data assimilation	More Details
AI	Back Propagation Neural Network	Deep Learning – feed-forward neural networks	Gap-filling	More Details
AI	Multi-layer Perceptron Neural Network	Deep Learning – feed-forward neural networks	Processing	More Details
AI	Random Forest	Machine Learning – supervised	Resolution enhancement	More Details
AI	Gradient Boosting	Machine Learning – supervised	Resolution enhancement	More Details
AI	Gradient Boosting	Machine Learning – supervised	Accuracy	More Details
AI	Principle Component Analysis	Machine Learning – unsupervised	Processing	More Details
AI	Encoder Transformer	Deep Learning – transformers	Modelling	More Details
AI	Gradient Boosting	Machine Learning – supervised	Generation	More Details
AI	Multi-layer Perceptron Neural Network	Deep Learning – feed-forward neural networks	Generation	More Details
AI	Multi-layer Perceptron Neural Network	Deep Learning – feed-forward neural networks	Accuracy	More Details
AI	K-means clustering	Machine Learning – unsupervised	Accuracy	More Details
AI	U-Net Convolutional Neural Network	Deep Learning – convolutional neural networks	Resolution enhancement	More Details
AI	Feed-forward Neural Network	Deep Learning – feed-forward neural networks	Generation	More Details
AI	Feed-forward Neural Network	Deep Learning – feed-forward neural networks	Processing	More Details
AI	Convolutional Neural Network	Deep Learning – convolutional neural networks	Processing	More Details
AI	Extreme Gradient Boosting	Machine Learning – supervised	Modelling	More Details
AI	U-Net Convolutional Neural Network	Deep Learning – convolutional neural networks	Modelling	More Details
AI	Diffusion Models	Deep Learning – generative models	Resolution enhancement	More Details
AI	Graph Neural Network	Deep Learning – graph neural networks	Data assimilation	More Details
AI	Support Vector Machine	Machine Learning – supervised	Generation	More Details
AI	Principle Component Analysis	Machine Learning – unsupervised	Modelling	More Details
AI	Long Short Term Memory	Deep Learning – recurrent neural networks	Modelling	More Details