2020

Utilization of Machine Learning to Predict Band Gaps of Materials from Composition

2022-04-13T10:36:45-05:00

Project Overview:  Semiconductors are an increasingly important part of modern life, allowing for many performance advancements in computers, electronic devices and solar cells.  One of the key properties of semiconductors particularly in solar cells and electronic devices is their band gap. In most applications, this band gap informs the choice of material. In this past, [...]

Computational Modeling of a Solid Electrolyte using Convolutional Neural Network (CNN) Machine Learning

2022-04-20T13:16:33-05:00

Project Overview:  Solid electrolytes are the next frontier in battery technology however, due to their complex design, their fabrication is costly. This provides a hurdle in the study of this class of materials, as even measuring conductivity of a novel material requires fabrication which is slow and expensive. Computational Materials modeling is an emerging field [...]

Effect of Hot Rolling Mill Scale on the Pickling of Steel Rounds

2021-11-01T11:03:43-05:00

Project Overview:    Charter Steel Co., an integrated steel maker, currently has sporadic issues with effectively removing hot mill scale oxide from the surface of steel rod in their pickling operation. There are many variables that affect the scale oxide removal including, but not limited to rod size, rod cooling rate, steel grade, and the acid [...]

An Investigation in Digital Image Correlation (DIC) of Aluminum Composite Sandwich Panels

2022-05-26T15:18:51-05:00

Project Overview:  Collins is an aerospace company that designs, builds, and manufactures the interiors of aircraft for different airlines.  Most of these interiors are designed in light metal or composite materials due to their high strength, toughness, and low density. Before developing these materials into products, material properties must be analyzed and integrated with design [...]

Investigation in Atomic Layer Deposition of TiO2 Film Coatings for n-Si Photoanode Protection

2021-11-01T11:04:05-05:00

Project Overview:  Silicon is a commonly used photo-electrochemical material due to its band gap, carrier intrinsic concentration, and doping capabilities. However, it faces drawbacks such as charge recombination and surface corrosion in extreme pH environments and during electrochemical reactions. Introducing a conductive and chemically inert protective layer such as TiO2 can help stabilize the photo-electrode [...]

Development of a Cold Spray Process to Mitigate and Repair Corrosion and Stress Corrosion Cracking Damage in Austenitic Stainless Steel Canisters Used for Fuel Storage

2021-11-01T11:04:55-05:00

Project Overview:  Steel dry cask fuel storage canisters are the primary method of storing nuclear fuel in the country. These canisters tend to crack due to corrosion and tensile stress over time, which impacts their durability. Previous capstone groups have shown that a cold spray process can be used to deposit a coating that fixes [...]

A Study of the Moisture-Dependent Viscoelastic Properties of Loblolly Pine Slivers

2021-11-01T11:05:16-05:00

Project Overview:  Wood is a hierarchical material with numerous structural features.  Conditions like heat treatment and water content can greatly influence the mechanical behavior of wood.  Studying how embrittlement, fungal decay from humidity, or how different types of wood perform under a strain is valuable to the commercial industry, as well as to the USDA’s [...]

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