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Author

Miguel Ángel Cornelio-Chujutalli

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#federated learning Dataset Open access Sep 2026

PhysGuard-FL: Reproducibility package for physics-aware Byzantine-robust federated learning in chemical process monitoring

Complete research compendium for PhysGuard-FL, a physics-aware Byzantine-robust federated-learning framework evaluated for chemical-process monitoring. The frozen benchmark uses six Tennessee Eastman Process operating modes, 20 federated clients, 20 communication rounds, five local steps, and 10 matched random seeds. T...

Miguel Ángel Cornelio-Chujutalli, King Klaus Ramírez-Pizango, Karenth Elena Ramírez Álvarez · 0 citations
#federated learning Dataset Open access Sep 2026

PhysGuard-FL: Reproducibility package for physics-aware Byzantine-robust federated learning in chemical process monitoring

Complete research compendium for PhysGuard-FL, a physics-aware Byzantine-robust federated-learning framework evaluated for chemical-process monitoring. The frozen benchmark uses six Tennessee Eastman Process operating modes, 20 federated clients, 20 communication rounds, five local steps, and 10 matched random seeds. T...

Miguel Ángel Cornelio-Chujutalli, King Klaus Ramírez-Pizango, Karenth Elena Ramírez Álvarez · 0 citations
#diffusion models Dataset Open access Sep 2026

ThermoDiff-PCM: reproducibility package for physics-guided transfer diffusion in protic organic salt inverse design

ThermoDiff-PCM is a reproducibility package for physics-guided transfer diffusion applied to the inverse design of protic organic salt phase-change materials. The archive contains curated PCM development and locked validation tables, preprocessing and modeling scripts, trained checkpoints, leakage-control documentation...

Miguel Ángel Cornelio-Chujutalli, Karenth Elena Ramírez Álvarez, King Klaus Ramírez-Pizango · 0 citations
#diffusion models Dataset Open access Sep 2026

ThermoDiff-PCM: reproducibility package for physics-guided transfer diffusion in protic organic salt inverse design

ThermoDiff-PCM is a reproducibility package for physics-guided transfer diffusion applied to the inverse design of protic organic salt phase-change materials. The archive contains curated PCM development and locked validation tables, preprocessing and modeling scripts, trained checkpoints, leakage-control documentation...

Miguel Ángel Cornelio-Chujutalli, Karenth Elena Ramírez Álvarez, King Klaus Ramírez-Pizango · 0 citations

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