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09/01/2023
Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches
Maximizing oil production from gas-lifted oil wells entails solving Mixe...
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03/24/2023
A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models
This study investigates how to schedule nanosatellite tasks more efficie...
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01/27/2023
Vertex-based reachability analysis for verifying ReLU deep neural networks
Neural networks achieved high performance over different tasks, i.e. ima...
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11/30/2022
Investigation of Proper Orthogonal Decomposition for Echo State Networks
Echo State Networks (ESN) are a type of Recurrent Neural Networks that y...
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04/06/2021
