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Muhammad Usama
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Muhammad Usama12 visible / 12 total nodes / 28 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalAuthorshipMuhammad UsamaAMuhammad UsamaResearcherPhysics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering DesignWPhysics-in-the-Loop: A ...preprint / 2026Elias BergerAElias BergerResearcherBernhard SaskeABernhard SaskeResearcherJan MehlstäublAJan MehlstäublResearcherKristin Paetzold-ByhainAKristin Paetzold-ByhainResearcherVector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor DrivesWVector Control Algorith...preprint / 2020Examining Machine Learning for 5G and Beyond through an Adversarial LensWExamining Machine Learn...preprint / 2020Computer VisionTComputer Vision30606 worksPrivacy Enhancement for Cloud-Based Few-Shot LearningWPrivacy Enhancement for...preprint / 2022Fake Visual Content Detection Using Two-Stream Convolutional Neural NetworksWFake Visual Content Det...preprint / 2021Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way ForwardWSecuring Connected & Au...preprint / 2019
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Muhammad Usama

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PaperPhysics-in-the-Loop: A Hybrid Agentic Architecture for Validated CAD Engineering DesignAuthorship / preprint / 2026PersonElias BergerCo-authorship / ResearcherPersonBernhard SaskeCo-authorship / ResearcherPersonJan MehlstäublCo-authorship / ResearcherPersonKristin Paetzold-ByhainCo-authorship / ResearcherPaperVector Control Algorithm Based on Different Current Control Switching Techniques for Ac Motor DrivesAuthorship / preprint / 2020PaperExamining Machine Learning for 5G and Beyond through an Adversarial LensAuthorship / preprint / 2020TopicComputer VisionWorks on / 30606 works

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