Faculty & Staff Directory

Professor, 

Wireless networks; ad hoc networks; underwater and terrestrial sensor networking; protocol design and testing

Research Professor, 

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

Affiliated Faculty, 

Professor, 

Computer Vision, Machine Learning, Artificial Intelligence and Image Processing

Professor, 

intestinal tissue engineering, retinal regenerative medicine, oral drug delivery

Professor, 

Dynamic spectrum access; energy harvesting sensor networks; 5G technology; intra-body communication; protocol design for wireless

Affiliated Faculty, 

High-performance computing and large applications in computational algebra

Associate Professor, 

Optics, microscopy, coherent detection, interaction of light and sound waves, hyperspectral imaging, diffusive optical tomography and ultrasound, landmine detection, magneto-optic sensors, and multi-model imaging. Activities include computer modeling, designing, building, and testing of hardware, and processing the resulting data

Professor, 

Machine learning; data mining; statistical pattern recognition; computer vision and image processing

Professor and Vice Chair of Research, 

Statistical signal and image analysis, machine learning, neural interfaces, biomedical data analysis, human-intent inference for CPS

Professor, 

Geoscience (Climate Science, Hydrology, Hydrometeorology); Engineering (Infrastructure Resilience, Water Resources, Lifeline Systems); Data Sciences (Machine Learning, Data Mining, Nonlinear Physics)

Affiliated Faculty, 

Quantitative Biology

Affiliated Faculty, 

Applying pattern recognition and sensor-driven healthcare technologies to measure physical activity and promote behavior changes that improve health; human-in-the-loop activity recognition See: https://www.mhealthgroup.org/

COE Distinguished Professor, 

Computer architecture; GPUs; heterogeneous computing; performance analysis; security and information assurance; hardware reliability and recovery; Big Data analytics; workload characterization

Affiliated Faculty, 

computational modeling of cardiac arrhythmia mechanisms from cellular to organ scales including systems biology approaches

Professor, 

Accelerators for compute intensive applications: reconfigurable hardware and graphics processing units (GPUs). Applications including biocomputing, machine learning, software-defined radio. Uses and implementations of computer arithmetic.

Professor Emeritus, 

Adaptive filtering, Statistical signal processing, spectrum analysis and estimation, networked dynamic state estimation.

Professor and Chair, 

image and signal processing as applied to biophysical data designed to answer fundamental questions about the molecular basis of living systems, and progression of Alzheimer's Disease

Professor, 

Deterministic operations research and multi-criteria optimization; facility location; supply chain, transportation and logistics; wireless sensor networks wildfire prediction and mitigation

Associate Professor, 

Capacity planning; Resource Management; Storage Systems; NVMe Flash Memory Devices; Distributed Data Processing Scheduling; Cloud Computing; Performance Evaluation; Workload Characterization; Simulation

Assistant Professor, 

Using computational methods including Monte Carlo methods, molecular dynamics simulations, and molecular docking calculations to obtain a fundamental understanding of molecular interactions that occur at biological interfaces, such as the pulmonary surfactant system in the lungs

Professor, 

Electromagnetics and optics, quantum systems, nanoscale materials and metamaterials, nanoantennas, THz-IR Devices, multiscale computation and mathematical-numerical models

Professor and Associate Chair For Research, 

Biomedical optics and non-invasive imaging, rare cell detection and tracking in the body, ultrafast time-domain diffuse optical imaging, image reconstruction and biomedical signal processing.

Affiliated Faculty, 

Enzyme catalysis; functional genomics; modeling of enzyme substrate interactions; drug discovery; bioinformatics; protein design

Assistant Professor, 

Machine learning/pattern recognition; computer vision, affective computing, human-machine interaction

Affiliated Faculty, 

Speech communication and human computer interfaces

Professor, 

Understanding and exploiting the fundamental properties of micro/nanomechanical structures and advanced nanomaterials to engineer new classes of micro and nanoelectromechanical systems (M/NEMS) with unique and enabling features applied to the areas of chemical, physical and biological sensing and low power reconfigurable radio communication systems

Professor, 

tissue engineering of load-bearing matrix (bone, cornea); bioreactor design; multi-scale mechanobiochemistry; statistical mechanics; energetics microscopy; high-resolution imaging; biopolymer self-assembly

Associate Professor, 

Embedded computer systems; novel architectures for embedded vision; cyber-physical systems; system-level design and methodologies; hardware/software co-design

Affiliated Faculty, 

Theoretical Neuroscience, Bioimaging & Signal Processing, Integrated Modeling, Inference, and Computing.

University Distinguished Professor, 

Motor control and learning, variability and stability, virtual rehabilitation, dynamic modeling, rhythmic and discrete movements as primitives for action

Professor, 

Wireless communications and networks, underwater acoustic transmission, statistical system characterization, adaptive signal processing

Dennis Picard Trustee Professor, 

Robust control, control oriented identification, semi-algebraic  optimization, information extraction from high volume data streams, dynamics-enabled machine learning

Professor Emeritus, 

Control systems; dynamical systems; low order modeling and estimation in complex systems; medical imaging

Professor, 

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.

Professor, 

Cellular biomechanics; water filtration; thin film adhesion and characterization; subsurface mechano-sensing; shell adhesion; fundamental intersurface forces

Associate Professor, 

development of detailed microkinetic models for complex reacting systems; automating the discovery and calculation of reaction pathways; heterogeneous catalysis

Affiliated Faculty, 

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