Which mobility parameters derivable from belt-worn inertial sensing are most informative for detecting early functional deterioration in ambulant HF patients?
Own and develop a research simulation platform that evaluates drone operations versus ground transportation options, including its geospatial data pipeline, discrete-event simulation, cost model and automated test suite.
Serve as Superuser for RISE as Unit Manpower Officer (UMO), supporting end-to-end research hiring, contract renewals and transfers for Division Principal Investigators (PIs).
Area A — Scientific ML & PINNs Methodology Origination: Originate and advance PINNs methodology — design physics-constrained loss function architectures, validate digital twin ML components against domain physics (with storage domain expert), and deliver validated prototypes with complete technical documentation to implement. As the sole PINNs methodology originator on the team — this capability cannot be delegated or substituted.
4+ years conducting customer or user research (interviews, usability testing, surveys) with ownership of the full study lifecycle from discussion guide to insight synthesis
Design, develop, and maintain user-friendly web applications, prototypes, and digital tools for heritage research, documentation, interpretation, and public engagement.
Participate in and manage the research project with Principal Investigator (PI) Ian McLoughlin, Co-PI Tong Rong and the research team members to ensure all project deliverables are met.
Education & Foundation: Ph.D. in Computer Science, AI, Mathematics, or a related field, with a strong foundation in data structures, algorithms, and mathematical modeling.
Assist in completing various user research and analysis tasks, evaluate research requests, scope research projects, manage research suppliers and execute projects, and write professional research reports;
4+ years conducting customer or user research (interviews, usability testing, surveys) with ownership of the full study lifecycle from discussion guide to insight synthesis
Direct experience authoring or reviewing clinical study reports, protocol synopses, or regulatory dossier modules for a pharmaceutical, biotech, or CRO organization