Faculty Directory

Homogenization, upscaling, random media, statistical volume element, brittle fracture, dynamic fracture, discontinuous Galerkin, elastodynamics, electromagnetics

Computation, simulation, theory, cell biology, immunology, intracellular transport, synthetic biology, systems biology, biomembrane, cytoskeleton, nanoparticle, biophysics, machine learning

Communications and signal processing, control and robotics, intelligent systems

Linear regression, non-linear regression, time series, machine learning

STEM Education, workforce development, scientific collaborations, research leadership, graduate education, STEM, program evaluation, assessment

VLSI & nanoelectronics, emerging memory devices & beyond CMOS technologies, hardware security, cryogenic circuits & quantum computing hardware, AI & neuromorphic hardware

Battery state of health, battery end of life, power electronics converters.

Deep learning, reinforcement learning, machine learning

Theoretical chemistry, artificial intelligence/machine learning, catalysis, electrochemistry, quantum materials

Models based systems engineering, complex systems, systems theory, virtual health, decision support systems, simulation, modeling, machine learning, data integration

Applied optimization, healthcare analytics, lean operations, supply chain analytics

Industrial readiness and maturity, virtualization technologies, predictive maintenance, workforce upskilling, human factors, applied AI and machine learning, industrial internet of things (IIoT), cloud and edge computing, digital twins and simulation, Industrial cyber security