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01/26/2021
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Microstructural materials design is one of the most important applicatio...
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07/28/2019
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes
Additive Manufacturing (AM) is a manufacturing paradigm that builds thre...
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03/07/2019
Transfer Learning Using Ensemble Neural Nets for Organic Solar Cell Screening
Organic Solar Cells are a promising technology for solving the clean ene...
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11/14/2018