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João Paulo Sousa

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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178

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Jema-Sindyc: End-to-End Control Using Joint Embedding Multimodal Alignment in Directed Energy Deposition

Number of pages: 28 Posted: 08 Feb 2025
João Paulo Sousa, Benedikt Brandau, Rico Hemschik, Roya Darabi, Armando Jorge Miranda de Sousa, Luis Reis, Frank Brueckner and Ana Reis
affiliation not provided to SSRN, affiliation not provided to SSRN, Fraunhofer IWS, University of Porto, affiliation not provided to SSRN, affiliation not provided to SSRN, Lulea University of Technology (LTU) - Department of Engineering Sciences and Mathematics and affiliation not provided to SSRN
Downloads 115 (617,542)
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Artificial Intelligence, Control Systems, Offline Reinforcement Learning, Representation Learning, Explainability

2.

Offline Sindyc-Guided Reinforcement Learning: Developing an End-to-End Control System for Directed Energy Deposition

Number of pages: 24 Posted: 21 Mar 2025
João Paulo Sousa, Benedikt Brandau, Roya Darabi, Armando Jorge Miranda de Sousa, Luis Reis, Frank Brueckner and Ana Reis
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Porto, affiliation not provided to SSRN, affiliation not provided to SSRN, Lulea University of Technology (LTU) - Department of Engineering Sciences and Mathematics and affiliation not provided to SSRN
Downloads 63 (951,658)

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Artificial intelligence, Deep learning, Close-loop Control, Additive manufacturing, Explainability