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06/26/2023
TaylorPDENet: Learning PDEs from non-grid Data
Modeling data obtained from dynamical systems has gained attention in re...
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06/09/2023
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data
Previous work on learning physical systems from data has focused on high...
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07/07/2022
Semi-unsupervised Learning for Time Series Classification
Time series are ubiquitous and therefore inherently hard to analyze and ...
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06/09/2022
Open ERP System Data For Occupational Fraud Detection
Recent estimates report that companies lose 5 occupational fraud. Since ...
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11/15/2021
NeuralPDE: Modelling Dynamical Systems from Data
Many physical processes such as weather phenomena or fluid mechanics are...
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10/08/2021
Anomaly Detection in Beehives: An Algorithm Comparison
Sensor-equipped beehives allow monitoring the living conditions of bees....
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03/10/2020