Electrical and Computer Engineering REU
Research Experiences for Undergraduates – or REU – brings students from around the world into the research laboratories of the Department of Electrical and Computer Engineering each summer. These students work with a faculty member and their research group to tackle an innovative research project. Students admitted to the program receive a competitive monthly research stipend as well as arranged on-campus housing and a travel allowance.
When to Apply
The application for 2015 is due by January 31, 2015 – Apply Now
Domestic and international students are invited to apply. The program is designed for students who are juniors in Spring 2015, but exceptional sophomores will also be considered. Students should be majoring in ECE or a related discipline relevant to their area of research interest.
Dates and Stipend
- Applicants will be notified of decisions no later than February 15, 2015
- Dates for the summer 2015 REU: Sunday May 24, 2015 to Saturday, July 25, 2015
- Stipend: $4,200
- Travel: Up to $400 domestic travel, up to $800 international travel
- Housing: Shared apartments are provided in Duke’s Central Campus Apartments
- Food budget: $175
Research Opportunities for 2015
The following four projects are available for the coming summer. Questions about any of the projects or the REU program in general should be directed to Amy Kostrewa (email@example.com). To be considered for any project, students must apply online – Apply Now
Heterogeneous Datacenter Design and Deployment
Demand for computing capacity is driven by the data deluge. Over the past 45 years, computer engineers have transformed exponentially increasing transistor density into exponentially increasing capacity. At present, energy costs jeopardize further scaling. The U.S. Environmental Protection Agency estimates datacenters already consume 1.5 percent of total nationwide electricity—comparable to the consumption of 5.8 million U.S. households. No combination of existing datacenter architectures can improve computing capacity by the desired three orders of magnitude within datacenter power budgets, which are already at megawatt scales.
This project examines the design and deployment of heterogeneous datacenter architectures that improve efficiency by 10x. Heterogeneity deploys a mix of specialized hardware for a mix of software needs, improving efficiency as unnecessary hardware resources are eliminated. To build heterogeneous datacenters, we explore design spaces for processors, memory, network, and storage using techniques in statistical inference and machine learning. To deploy heterogeneous datacenters, we use multi-agent markets in which applications bid for heterogeneous architectures, maximizing utility.
REU students participating in this project may participate in data collection and analysis. Responsibilities may include (1) analyzing performance and power for a variety of processor and memory designs, (2) simulating future processor and memory designs, and (3) performing data analysis and design optimization. While not required, some knowledge in computer architecture and a major programming language (e.g., C, C++, Java) is helpful.
Faculty contact: Dr. Benjamin Lee (firstname.lastname@example.org)
Materials and Device Characterization of Organic Solar Cells Deposited by Resonant-Infrared Matrix-Assisted Pulsed Laser Evaporation (RIR-MAPLE)
RIR-MAPLE is an organic-based thin-film deposition technique appropriate for polymeric optical coatings (such as anti-reflective coatings) and organic optoelectronic devices (such as solar cells). RIR-MAPLE is expected to improve the device performance of organic solar cells due to nanoscale domains of donor and acceptor materials that enhance charge separation of photogenerated excitons.
In this project, the student will investigate the materials properties and device performance of organic solar cells deposited by RIR-MAPLE using atomic force microscopy, UV-visible absorption spectroscopy, photoluminescence spectroscopy, external quantum efficiency and solar cell fill factor measurements.
Faculty contact: Adrienne D. Stiff-Roberts (email@example.com)
Novel Contact Interfaces to Nanomaterials for Improved Performance of Scaled Nanoelectronic Transistors
Nanomaterials offer considerable advantages over traditional bulk materials for next-generation electronic devices. In particular, field-effect transistors (FETs) used for high-performance computing must be able to operate at low voltages and sub-20 nm dimensions. Carbon nanotubes (CNTs), 2D transition metal dichalcogenides (TMDs), and graphene are the most promising nanomaterials for implementation into FETs. One of the foremost challenges for such nanoelectronic transistors is the prohibitively high contact resistance, which results from poorly understood/controlled electron injection at the metal contact-nanomaterial interface that ultimately limits voltage scaling.
In this project, the interface between the metal source/drain contacts to certain nanomaterials will be modified to improve carrier injection. Using a custom materials deposition system that includes plasma-enhanced atomic layer deposition (PE-ALD), electron-beam evaporation (e-beam evap), and a broad beam ion source, novel contact interfaces will be fabricated and characterized.
The student involved in this project will use this custom deposition tool to study the impact of preconditioning nanomaterial surfaces with a low energy ion beam prior to (and during) e-beam evap of contact metals. The ion beam surface preparation will also be explored as an adhesion promotion step for the establishment of PE-ALD contacts to the nanomaterials. In addition to performing this fabrication of custom contact interfaces to nanoelectronic devices, the student will also be trained on a low-temperature probe station and will characterize the FET devices to extract information regarding carrier transport behavior and overall device performance. The student will also be expected to take part in discussions where results will be analyzed and new ideas potentially formulated for inclusion in the project.
An ideal candidate for this project would have some previous knowledge and experience in solid-state physics including carrier transport in semiconductors, previous knowledge and/or interest in nanoelectronics and nanofabrication, and be competent in operating complex tools. They should also be self-motivated and maintain a strong work ethic in terms of commitment and follow-through. A collaborative, team player is a must for this project.
Faculty Contact: Dr. Aaron Franklin (firstname.lastname@example.org)
Student-Proposed REU Project
Prospective Duke ECE REU students are invited to propose a project to work on under the advisement of one of our Duke ECE faculty members. In addition to the application form and your CV, please use a format similar to the projects above to submit a proposal including the following:
- The name of the faculty member(s) you propose to work with
- The description of a project that can be completed within or reach a reasonable stopping point at the end of a nine-week period
- An explanation of an expected product or outcome from the project
- A list of any necessary supplies or materials
Staff contact: Amy Kostrewa (email@example.com)