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Showing 1 to 3 of 3 for “"contact prediction"”.
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Prediction-enhanced Routing in Disruption-tolerant Satellite Networks
… LEO satellite constellations based on the prediction of contacts. The solution is developed with a clear focus on the requirements imposed by the 'Ring Road' use case, mandating a concept for dynamic contact prediction and its integration into a state-of-the-art routing approach. The …
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Deep Generative Models for Trajectory Prediction and Mobility Network Forecasting
… accuracy and up to 100x improvement in contact prediction over state-of-the-art baselines. These results demonstrate that combining advanced sequence modeling with explicit contact inference offers a powerful, scalable solution for dynamic mobility network forecasting.
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Efficient algorithm for selecting protein residue-residue contacts
… the correlation allows us to predict the contacts from multiple sequence alignments. The predicted contacts can then be used as spatial constraints and offer guidance in protein structure prediction. The constraints can be used as inputs to a protein structure prediction algorithm to …