Semiconductor technology program. Progress briefs

The current status of NBS work on measurement technology for semiconductor materials, process control, and devices is reported. Results of both in-house and contract research are covered. Highlighted activities include modeling of diffusion processes, analysis of model spreading resistance data, and studies of resonance ionization spectroscopy, resistivity-dopant density relationships in p-type silicon, deep level measurements, photoresist sensitometry, random fault measurements, power MOSFET thermal characteristics, power transistor switching characteristics, and gross leak testing. New and selected on-going projects are described. Compilations of recent publications and publications in press are included

Fluorescence of Supported Phospholipid Bilayers Recorded in a Conventional Horizontal-Beam Spectrofluorometer

Supported phospholipid bilayers are a convenient model of cellular membranes in studies of membrane biophysics and protein-lipid interactions. Traditionally, supported lipid bilayers are formed on a flat surface of a glass slide to be observed through fluorescence microscopes. This paper describes a method to enable fluorescence detection from the supported lipid bilayers using standard horizontal-beam spectrofluorometers instead of the microscopes. In the proposed approach, the supported lipid bilayers are formed on the inner optical surfaces of the standard fluorescence microcell. To enable observation of the bilayer absorbed on the cell wall, the microcell is placed in a standard fluorometer cell holder and specifically oriented to expose the inner cell walls to both excitation and emission channels with a help of the custom cell adaptor. The signal intensity from supported bilayers doped with 1 % (mol) of rhodamine-labeled lipid in the standard 3-mm optical microcell was equivalent to fluorescence of the 70–80 nM reference solution of rhodamine recorded in a commercial microcell adaptor. Because no modifications to the instruments are required in this method, a variety of steady-state and time-domain fluorescence measurements of the supported phospholipid bilayers may be performed with the spectral resolution using standard horizontal-beam spectrofluorometers

Volumetric Wireframe Parsing from Neural Attraction Fields

The primal sketch is a fundamental representation in Marr's vision theory, which allows for parsimonious image-level processing from 2D to 2.5D perception. This paper takes a further step by computing 3D primal sketch of wireframes from a set of images with known camera poses, in which we take the 2D wireframes in multi-view images as the basis to compute 3D wireframes in a volumetric rendering formulation. In our method, we first propose a NEural Attraction (NEAT) Fields that parameterizes the 3D line segments with coordinate Multi-Layer Perceptrons (MLPs), enabling us to learn the 3D line segments from 2D observation without incurring any explicit feature correspondences across views. We then present a novel Global Junction Perceiving (GJP) module to perceive meaningful 3D junctions from the NEAT Fields of 3D line segments by optimizing a randomly initialized high-dimensional latent array and a lightweight decoding MLP. Benefitting from our explicit modeling of 3D junctions, we finally compute the primal sketch of 3D wireframes by attracting the queried 3D line segments to the 3D junctions, significantly simplifying the computation paradigm of 3D wireframe parsing. In experiments, we evaluate our approach on the DTU and BlendedMVS datasets with promising performance obtained. As far as we know, our method is the first approach to achieve high-fidelity 3D wireframe parsing without requiring explicit matching.Comment: Technical report; Video can be found at https://youtu.be/qtBQYbOpVp

Surface-enhanced Raman Spectroscopy for Single Molecule Analysis and Biological Application

Surface-enhanced Raman spectroscopy (SERS) is a surface analytical technique, which enhances the Raman signal based on the localized surface plasmon resonance (LSPR) phenomenon. It has been successfully used for single molecule (SM) detection and has extended SERS to numerous applications in biomolecular detection. However, SM detection by SERS is still challenging especially with traditional SERS substrates and detection methods. In addition, the fundamental understanding of the SERS enhancement mechanism is still elusive. Furthermore, the application of SERS in biological field is still in the early stage. To address these challenges, there are two main aspects of SERS studied in my dissertation: (a) fundamental aspects through systematic experimental studies combined with simulations, which focus on SM detection, Raman enhancement mechanisms, and (b) the development and optimization of the SERS-based nanoprobe for biomarkers detection from fluidic devices to a single cell. In my dissertation, the following studies have been investigated. First, the sensitivity of a home-made SERS instrument was tested. SM detection was realized by utilizing a highly curved nanoelectrode (NE) to limit the number of attached nanoparticle (NP), which will allow us to have even a single NP on NE (NPoNE) junction in the SERS detection area. The molecule number in a single NPoNE junction which contributes to SERS can be hundreds or even SM. In this first study, we also conducted a correlation study between electrochemical current and SERS to monitor the dynamic formation of the plasmonic junctions. Second, we investigate electromagnetic and chemical enhancement factor tuning by the electrode potential with the assistant of Au@Ag core-shell NPs. The electrode potential induced electromagnetic enhancement (EME) tuning in the Au@Ag NPoNE structure has been confirmed by 3D Finite-difference time-domain (FDTD) simulations. Last is the design of a SERS-based nanoprobe for biomarkers detection and the effort towards single cell analysis. Finally, several SERS-active substrates were examined for biomarkers (H+, glucose, and H2O2) detection, including gold NPs (AuNPs) colloid and AuNPs decorated glass nanopipette. In summary, my dissertation presents the fabrication and development of gold tip nanoelectrode for chemical detection, which can achieve SM sensitivity. SM SERS can be used to improve the fundamental understanding and provide more in-depth insight into mechanisms of SERS and the chemical behaviors of SM on surfaces and in plasmonic cavities. Second, the fabrication and optimization of SERS-active, flexible nanopipette for biological applications. The flexible nanopipette probe provides a platform for reliable detection and quantitative analysis of biomarkers at a single cell level, which is critical and vital for detecting diseases earlier and understanding the fundamental biological process better