Faculty Directory

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

Automated synthesis, materials discovery, causal methods, bayesian optimization

Systems biology, mathematical modeling, generative molecular design, computational biomedicine, agent-based modeling, drug discovery, quantitative systems pharmacology

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

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

Theoretical physics, strongly interacting electron systems, many-body systems, quantum materials

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

Differential geometry, geometric analysis, geometric measure theory, PDEs

AI, applied statistics, computational statistics, data mining, deep learning, healthcare analytics, high-dimensional modeling, machine learning, predictive analytics