Riverside Research Sponsors OSU Students in the Improvement of a Long-Standing Work Process
January 11, 2021 | PRNewswireEstimated reading time: 2 minutes
Riverside Research, a not-for-profit organization serving the public interest, has taken on a critical role in providing college students the opportunity to directly apply classroom learning toward advanced innovation and development. Program Manager Steve Harper Intelligence & Defense Solutions (IDS) and Senior Engineer Mark Brunn (IDS) have promoted partnership efforts between Ohio State University (OSU) undergraduate students and Riverside Research in their role as problem sponsors. Jarrod Manguiat, another engineer and team mentor, has also taken on a paramount role with his invaluable insight as a subject area expert. Dr Ashwin Fisher and the Optics group Open Innovation Center (OIC) provided invaluable technical background and guidance on circuit board imaging, Artificial Intelligence (AI) and new technologies they are exploring.
The team is comprised of multidisciplinary students; Nick Clawson (B.A.Sc, Applied Physics), Emily Haines (B.S.E Industrial Systems Engineering), David Manguiat (B.S.B.A Finance), Isabelle Rea (B.S Industrial Design), and Nina Tavernier (B.S.E Industrial Systems Engineering). The student team represents diversity in educational study and in background and expertise. Their collaboration is a result of a newly implemented course called "Rapid Innovation for Public Impact"— an OSU senior design option inspired by the well-established "Hacking for Defense (H4D)" course.
The team explored a long-standing issue regarding the process for producing an unknown circuit board's schematic. Circuit boards are often presented to government contractors for further investigation. Their end goal is to draw the board's schematic in order to reveal capabilities and functions of the board. Circuit boards are initially examined for malicious hardware before their multiple layers are imaged using X-Ray or Terahertz technology. Images are then used in manual production of a schematic – depicting all components and traces. This production alone contributes to a process cost of tens of thousands of dollars.
The student team investigated the integration of artificial intelligence into this manually intensive process—a solution that requires a hefty amount of data collection. The student team was able to generate an extensive amount of data needed to explore AI integration in the data sourcing phase by "crowdsourcing" the image editing process. Crowdsourcing refers to the practice of enlisting a large group of individuals to perform tasks that a computer cannot yet perform. Their solution for using established crowdsourcing platforms to generate substantial amounts of unclassified annotated images provides sufficient data for AI training to support automating schematic generation.
Riverside Research encourages and supports scientific research using internal and external resources to solve critical problems—a mission statement that the student team has remained in touch with throughout solution development.
"We are thankful to have this opportunity to provide students with real-world AI applications," said Riverside Research President & CEO Dr. Steve Omick. "We believe this experience has bolstered student confidence in their upcoming professional environment and look forward to continue partnerships like these."
Testimonial
"The I-Connect007 team is outstanding—kind, responsive, and a true marketing partner. Their design team created fresh, eye-catching ads, and their editorial support polished our content to let our brand shine. Thank you all! "
Sweeney Ng - CEE PCBSuggested Items
Macronix Introduces Cutting-Edge Secure-Boot NOR Flash Memory
08/08/2025 | PRNewswireMacronix International Co., Ltd., a leading integrated device manufacturer in the non-volatile memory (NVM) market, announced ArmorBoot MX76, a robust NOR flash memory combining in a single device, the essential performance and an array of security features that deliver rapid boot times and iron-clad data protection.
Inside the AI Hardware Boom: Servers, Substrates and Advanced Packaging
08/07/2025 | Edy Yu, Printed Circuit Information, China, and Marcy LaRont, I-Connect007AI is rewriting the hardware playbook, marrying complex software and algorithms to run and improve machine and equipment operations. Sorting through, managing, and utilizing massive amounts of data takes tremendous data storage and processing power. Enter the new generation of supercomputers and data servers. The data servers being built today are not your momma’s server, as they say.
AI Is the Golden Track Reviving Electronics and PCBs
08/06/2025 | Edy Yu, Chief Editor, ECIO, and the I-Connect007 Editorial TeamRemember 2021? Despite COVID, the electronics industry hit a high. Then came the slide. By 2023, the industry was deep in the red. With inflation, policy shifts, and exchange rate shocks, the problems were long, and the outlook was bleak. Recovery finally appeared in 2024, but it was fragile. Automotive electronics slumped, wireless demand stayed soft, and the ride up was anything but smooth. Yet, amid the uncertainty, one bright track emerged: artificial intelligence (AI).
Brent Laufenberg Appointed CIO of the Global Electronics Association, Advancing Technology and Member Services
07/31/2025 | Global Electronics AssociationThe Global Electronics Association (formerly IPC International Inc.) announces the appointment of Brent Laufenberg as its new Chief Information Officer (CIO).
SES AI Accelerates Timeline for Revenue Growth and Profitability with Acquisition of UZ Energy
07/31/2025 | BUSINESS WIRESES AI Corporation, a global leader in the development and manufacturing of AI-enhanced high-performance Li-Metal and Li-ion batteries, today announced it has executed a definitive agreement to acquire 100% of UZ Energy, an energy storage systems (“ESS”) provider, for a purchase price of approximately $25.5 million, subject to earnout adjustment based on the achievement of specified financial targets.