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03/13/2023
Transformer-based Planning for Symbolic Regression
Symbolic regression (SR) is a challenging task in machine learning that ...
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05/26/2022
Transformer for Partial Differential Equations' Operator Learning
Data-driven learning of partial differential equations' solution operato...
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01/26/2022
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
Characterizing meltpool shape and geometry is essential in metal Additiv...
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12/06/2021
Graph Neural Networks Accelerated Molecular Dynamics
Molecular Dynamics (MD) simulation is a powerful tool for understanding ...
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12/03/2020
Graph Convolutional Neural Networks for Body Force Prediction
Many scientific and engineering processes produce spatially unstructured...
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10/20/2020