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SC
Dr. Sarah Chen
Stanford · NLP & interpretability
91
fit
Fairness + NLP projects overlap with her recent work.
Strong methods fit: model evaluation and interpretability.
Clear outreach angle for current trustworthy AI research.
Outreach angle
Ask how her lab is extending interpretability methods into fairness audits for real-world AI systems.
Jeff Glass
· Hogg Family Director of Engineering Management & Entrepreneurship, Professor of ECE
Duke University · Electrical and Computer Engineering
Jeffrey T. Glass, Ph.D., is a Professor and the Hogg Family Director of Engineering Management and Entrepreneurship at Duke University. His role involves leading research efforts in nanomaterials and thin films, with a focus on advanced materials characterization, nanomaterials and electrochemistry, and related fields. As a faculty member, he contributes to the development of innovative materials and techniques, supporting the university's research initiatives in these areas.
Abstract In a research program jointly funded by the Pipeline Research Council International (PRCI)(1) and the United States Department of Transportation (USDOT),(2) in situ dissolved oxygen probes and corrosion monitoring probes were evaluated for their ability to monitor pipeline integrity in fuel grade ethanol (FGE) pipelines. Because dissolved oxygen concentration is known to be the most significant variable contributing to susceptibility of ethanol pipeline steels to ethanol stress corrosion cracking (eSCC), field measurement and control of dissolved oxygen levels in FGE is valuable for predicting and potentially controlling eSCC. The performance of two commercially available dissolved oxygen probes was evaluated based on criteria such as overall probe behavior, probe accuracy, length of useful life and feasibility of use in the field. Similarly, electrical resistance (ER) and linear polarization resistance (LPR) probes were evaluated for their ability to provide online corrosion measurements such as mass-loss corrosion and pitting corrosion as, ultimately, a way to remotely monitor pipeline integrity. Finally, U-bend specimens and an instrumented compact tension specimen were also evaluated to provide additional insight into eSCC monitoring abilities. All probes and specimens were submitted to a three month exposure in a synthetic fuel grade ethanol (SFGE) environment. A weekly aeration and deaeration routine as well as chemical additions were implemented to simulate various stages of ethanol handling during storage and transfer. In addition to SFGE, the dissolved oxygen probes were briefly introduced to gasoline and jet fuel to simulate the scenario in which a pipeline was used for transportation of different fuels. This paper discusses the results of the investigation as well as recommendations for best practice of oxygen and corrosion monitoring in FGE pipelines.
Co-sputtering was utilized to form metastable solid solution Au/Pt alloy films across the entire range of possible compositions. Homogeneous mixing was achieved without nanoparticle geometries, thereby isolating the effects of alloying from nanoscale size effects on the oxygen reduction reaction (ORR). Furthermore, as-deposited near-surface compositions determined by XPS were within 10% of the bulk compositions determined by EDS indicating that extensive Au surface segregation was avoided by room temperature deposition. The alloys were electrochemically characterized via cyclic voltammetry in Ar-saturated 0.5 M H2SO4 and ORR activity and stability was investigated after O2 saturation under oxidizing potentials. Compositions within the miscibility gap were found to be more electrocatalytic for O2 reduction than the pure Pt film. However, intermediate compositions lacked stability with continuous potential cycling when compared to compositions near the edges of the gap which retained enhanced activity.
In this article an oxidation product of magnetite is partially described; as determined by polished section study and x-ray diffraction patterns. Chemical analyses of mixtures of this mineral and magnetite are given. The mineral corresponds in properties to the unanalyzed and imperfectly described mineral maghemite, of Wagner and Schneiderhohn. Some of the magnetic properties of powders of these mixtures, and of ordinary magnetite are given. The results should be of interest to those engaged in the study of many iron ores, and to the geophysicist dealing with ferromagnetism in the earth's crust.
