Muhammad Usama

German Research Center for Artificial Intelligence , Kaiserslautern , Germany; RPTU Kaiserslautern-Landau , Germany

1 paper in the IJCAI proceedings

IJCAI 2026

Physics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering Design

with Elias Berger, Jan Mehlstäubl, Bernhard Saske, Kristin Paetzold-Byhain

doi:10.24963/ijcai.2026/714

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