Kazem Meidani | DeepAI

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∙ 03/13/2023

Transformer-based Planning for Symbolic Regression

Symbolic regression (SR) is a challenging task in machine learning that ...

0 Parshin Shojaee, et al. ∙

∙ 05/26/2022

Transformer for Partial Differential Equations' Operator Learning

Data-driven learning of partial differential equations' solution operato...

50 Zijie Li, et al. ∙

∙ 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...

12 Parand Akbari, et al. ∙

∙ 12/06/2021

Graph Neural Networks Accelerated Molecular Dynamics

Molecular Dynamics (MD) simulation is a powerful tool for understanding ...

6 Zijie Li, et al. ∙

∙ 12/03/2020

Graph Convolutional Neural Networks for Body Force Prediction

Many scientific and engineering processes produce spatially unstructured...

1 Francis Ogoke, et al. ∙

∙ 10/20/2020

Data-driven Identification of 2D Partial Differential Equations using extracted physical features

Many scientific phenomena are modeled by Partial Differential Equations ...

16 Kazem Meidani, et al. ∙

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