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cs.LG2026
From Hybrid Mechanistic--Data-Driven Modeling Toward Neuro-Symbolic AI: What, Why, and How
Moein E. Samadi, Andreas Schuppert
Hybrid mechanistic/data-driven models, which combine first-principles with learned components, are increasingly used in process engineering and scientific machine learning. Common…
cs.LG2025
Flexible Swarm Learning May Outpace Foundation Models in Essential Tasks
Moein E. Samadi, Andreas Schuppert
Foundation models have rapidly advanced AI, raising the question of whether their decisions will ultimately surpass human strategies in real-world domains. The exponential, and pos…