Research
Neuromorphic Electronics and Iontronics
Developing artificial neurons and synapses based on electronic components and nanofluidic devices; designing neuromorphic circuits and systems.
Neuronal Dynamics and Modeling
Modeling and simulating the dynamics of neurons, synapses, and neural networks using physical models and dynamical systems theory.
Nanopore Single-Molecule Sensing
Developing nanopore devices for biomolecule sensing, e.g., protein dynamics and biomarker detection.
Electrokinetics and Electro-Hydrodynamics
Modeling and simulating electrolyte physics in nanoconfinement, including transport, multi-physics coupling, and strongly nonlinear interactions.
Machine-Learning-Based Signal Processing
Understanding and developing machine-learning algorithms for signal processing in single-molecule technologies.