Research
Research
Adversarial and Robust Learning, Continual Learning, Transition-to-Practice Machine Learning for Societal Impact
PI
Self-Assessment and Continual Learning on Edge Devices (SCenE), NSF, $499,978.00, 2020 - 2023, Link.
Trustworthy Artificial Intelligence for Detection of COVID-19 – GAANN Supplement Award, US Department of Education, $50,370.00 2020 - 2021.
Rowan’s Prepare.AI, Department of Education GAANN Fellowship, $1.2 M, 2018 - 2021.
Uncertainty Estimation in Sequence Models with Bayesian Machine Learning, Lockheed Martin, $114,409.00, 2020-21.
Transforming Neuroimaging with Trustworthy and Reliable Artificial Intelligence, Camden Health Initiative of Rowan University, $100,000.00, 2020-2022.
EnaBLe – An Enhanced Bionic Limb, New Jersey Health Foundation, $70,000.00, 2019-2021 (two awards).
Rotorcraft Landing Sites – An AI-Based Identification System, CAIT Regional UTC Consortium, $140,000.00, 2020-22 (two awards).
NVIDIA GPU Grant, 2018.
Google Cloud Platform Research Credits, $30,000 GCP Credits, 2018-2019.
Co-PI/Consultant
Towards Safe and Reliable Autonomy in Sensor Driven Systems (ShiRAS), NSF, $299,592.00, 2019-2022.
De-Identification Software Tools and Pipelines for Cancer Imaging Research (under negotiation), NIH, $400,000.00, 2021-2022.
Visualization of Rotorcraft Safety within a CAVE Virtual Reality Environment, Federal Aviation Administration (FAA), $500,804.00, 2018-2021.
Framework for utilization of mobile data collection.
Alterations in neural, contractile and mechanical properties of skeletal muscles in neuromuscular disorders.
Novel methodologies for enhancing usability and control of myoelectric prostheses.
Biomechanical modeling and controller simulations for delays in Sit-to-Stand movement.