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05/25/2023
Collective Knowledge Graph Completion with Mutual Knowledge Distillation
Knowledge graph completion (KGC), the task of predicting missing informa...
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04/29/2023
Analyzing drop coalescence in microfluidic device with a deep learning generative model
Predicting drop coalescence based on process parameters is crucial for e...
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04/07/2022
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models
Reduced-order modelling and low-dimensional surrogate models generated u...
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10/27/2021
A Scalable Inference Method For Large Dynamic Economic Systems
The nature of available economic data has changed fundamentally in the l...
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05/29/2021
Correcting public opinion trends through Bayesian data assimilation
Measuring public opinion is a key focus during democratic elections, ena...
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01/06/2021
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation
We propose a new 'Bi-Reduced Space' approach to solving 3D Variational D...
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12/22/2020