Christina Frederick

Christina Frederick is an Associate Professor in the Department of Mathematical Sciences at New Jersey Institute of Technology. Her research spans computational mathematics, harmonic analysis, and machine learning applications in robotics and ocean acoustics.

• Active in time-frequency analysis and multiscale inverse problems
• Principal Investigator on NSF and Navy-funded projects
• Collaborates on seabed classification, intermittent diffusion algorithms, and sensor deployment

Current work focuses on computational methods for autonomous systems and mathematical foundations of Riesz bases. She has contributed to robotics path planning and sonar imaging techniques.

Her recent publications (2022-2024) demonstrate interdisciplinary integration of harmonic analysis with machine learning for applications in seabed classification, mobile sensor deployment, and robotics coordination. Key trends include time-frequency analysis, computational methods for autonomous systems, and Gaussian processes in acoustics.

• NSF Grant: Applied and computational time-frequency analysis (2023-2026)
• Navy Grant: Sensor deployment algorithms (2021-present)
• NSF Grant: Multiscale inverse problems in sonar imaging (2017-2020)

Frederick's work bridges theoretical mathematics with practical engineering challenges, particularly in sensor network optimization and acoustic signal processing.