Natural SciencesMaterials EngineeringMaterials ScienceElectronic MaterialsSemiconductor MaterialsThin FilmsCarrier TransportChemical Kinetics ModelingDevice ModelingKinetic ModelingOxide SemiconductorsSemiconductor PhysicsDiffusion In Semiconductor Thin FilmsMetal-oxide-semiconductor Field-effect Transistor ModelingOxidation-reduction KineticsOxidizing AtmosphereTemperature DependenceThermal Modeling Of Thin FilmsThin Film Thermal TransportThin-film Transistor Modeling
Based on a kinetic model involving oxidant diffusion and an oxidation-reduction reaction, a 3-parameter equation is derived relating the change in the concentration of thermally induced carrier donors in common metal-oxide semiconductors (such as indium-gallium-zinc oxide and indium-tin-zinc oxide) to heat-treatment time. The change in the concentration of such donors is characterized by measuring the shift in the turn-on voltage of a thin-film transistor subjected to heat treatments in different atmospheres for different durations. The model parameters are extracted using optimal curve-fitting techniques, leading to the determination of relevant activation energies from the temperature dependence of the extracted parameters. The proposed model is found to be applicable to metal-oxide semiconductors of different compositions. It is discovered that the generation of donors in a non-oxidizing atmosphere is largely suppressed at a temperature below 250 °C, but the effective annihilation of the donors spans over a wider temperature range in an oxidizing atmosphere.
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Convergence Properties of the BFGS Algoritm
Yu‐Hong Dai · SIAM Journal on Optimization · 2002 · 328 citations