Biomedical signal and image processing; medical imaging; statistical signal processing; inverse problems; electrocardiography; bio-optical imaging; magnetic resonance imaging; transcranial neuromodulation; estimation of protein conformations from Xray scattering; regularization; optimization
Optics, microscopy, coherent detection, interaction of light and sound
waves, hyperspectral imaging, diffusive optical tomography multi-model
imaging and remote sensing. Activities include computer modeling,
designing, building, and testing of hardware, and processing the
resulting data
Accelerators for computer intensive applications from the edge to the cloud. Applications of FPGAs including wireless communications, machine learning and data privacy
Motor control and learning, variability and stability, virtual rehabilitation, dynamic modeling, rhythmic and discrete movements as primitives for action
Computational techniques that span multiple scales, atomic- to continuum, to quantify the structure property relations in established and emerging material systems, both in technology and nature
Cellular biomechanics; water filtration; thin film adhesion and characterization; subsurface mechano-sensing; shell adhesion; fundamental intersurface forces
dynamics of large-scale molecular machines, working to identify the physical principles that guide biomolecular dynamics, using molecular simulation approaches to interpret experimental data from a wide range of techniques, including biochemical, small-angle X-ray scattering and cryogenic electron microscopy