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interdisciplinary research relevant to digital twin for roadway safety, human-system interface evaluation, or risk assessment associated with automation and emerging technologies. Instrumentation experience, such as
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/1.3 with mTLS, PKI/X.509 and certificate lifecycle, IPsec/MACsec, RBAC/ABAC, and secure key/secrets management. Familiarity with O-RAN architecture and interfaces (A1, E2, O1/O2, Open Fronthaul) and
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