(a) The group works on experiments, numerical and complete circuit theory to match the measured/obtained noise in nano pores, and complete zero noise from theoretical models and predict the experimentally measured/obtained current under driven voltage match with experiments, numerical and circuit theory.
(b) The group works on the numerical and complete circuit theory in the dynamic filling the open nanopore with ions and permanent closing of nanopore for large ionic capacitance for most of the present electronics applications
(c) The group works on the layer by layer fabrication of membranes and their assemblies with and without nano pores, pore drilling, scaling to ultra thick and ultra thin membranes of materials involving SiO2, polycarbonate, MoS2, WS2, Al2O3, metals, organic materials stable membrane fabrication of higher order length scales
(d) The group works on the experiments measurements/obtained measurements applications of nanofluidics nanopower generator, nano pump, water desalination, nanofluidic diode, Coulomb blockade based quantum fluidic capacitor, field-effect transistor with numerical and complete circuit theory match and extend scale of numbers to higher orders for completeness.
The group works on the design and full match with the real experiment 3D nm scale membranes TEM image with deep learning and AI generated image visualization methods, extending the complete capabilities of AI generated image visualization methods to real experiments images of higher order scales