Publications related to Machine learning

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Machine learning

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Federated learning with uncertainty-based client clustering for fleet-wide fault diagnosis

Incorporating Projective Geometry into Deep Learning

Reduced Training Data for Laser Ultrasound Signal Interpretation by Neural Networks

Predicting the long-term collective behaviour of fish pairs with deep learning

In-Sensor Passive Speech Classification with Phononic Metamaterials

Optimization Algorithms for Decentralized, Distributed and Collaborative Machine Learning

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange

Machine learning-aided generative molecular design

Explainable Fault Diagnosis of Oil-Immersed Transformers: A Glass-Box Model

Digital Twins of Stone Masonry Buildings for Damage Assessment