Data, Decisions and Control News

Hai lands NIH grant to use new brain sensors to study epileptic seizures

Aviad Hai, GIE Fellow and Assistant Professor of biomedical engineering, will use a new grant to develop sensors for brain imaging to provide new insights into brain seizures in epilepsy.

Focus on new faculty: Kangwook Lee uses deep learning to solve its own problems

Kangwook Lee, a new GIE Fellow and assistant professor of electrical and computer engineering, uses information coding to improve understanding and performance of machine learning across large-scale systems.

Target acquired: Using magnets to help medicines deliver a more powerful punch

GIE Fellow Jiamian Hu is part of a team that hopes to reduce the side effects of medicines and boost their efficacy by delivering them only to their intended targets within the body. His research …

Hands-on learning in the Rockwell Automation lab

Not many undergraduates have the chance to get their hands on top-of-the-line industrial control equipment. But in late-spring 2019, University of Wisconsin-Madison engineering juniors and seniors in the class Computer Control of Machines and Processes (ME …

Focus on new faculty: Jennifer Choy, taking precision to new levels with quantum systems

Extremely precise quantum sensors promise to be a transformative technology with a variety of potential applications. For example, quantum sensors could advance neuroimaging by allowing researchers to detect nanoscale changes in electromagnetic fields in the …

Papailiopoulos earns NSF CAREER Award: What can cellphone clarity teach machine learning?

“For applications that involve human lives you want to be very confident in the decisions these predictive models make,” says Dimitris Papailiopoulos, an assistant professor in the Department of Electrical and Computer Engineering at the University of Wisconsin-Madison. …

Aviad Hai on Probes for Directly Recording Neural Activity | ApplySci @ Stanford

Watch Aviad Hai’s talk from the Wearable Tech + Digital Health + Neurotech Silicon Valley Conference that was held at Stanford University on February 21 & 22, 2019.

Dimitris Papailiopoulos earns Sony innovation award

Sony, the multinational electronics, entertainment and financial services corporation, honored Electrical and Computer Engineering Assistant Professor Dimitris Papailiopoulos with a faculty innovation award for distributed deep learning. The award is designed to accelerate and expand the creation of new …

Accelerating materials development to advance clean energy production

A group of University of Wisconsin-Madison researchers has received a $1.8 million grant to develop new materials for multiple uses, including the ability to withstand the corrosive environment within a molten salt nuclear reactor. The …

Automatic, and Anything but Ordinary: Partnership with Rockwell Prepares Engineers to Excel

Thanks to a partnership with industrial automation giant Rockwell Automation, engineering students at the University of Wisconsin-Madison can get their hands on today’s most advanced industrial manufacturing technologies. That’s one reason the Rockwell Automation Industrial …

ML4MI Pilot Research Grant Winners Announced

The UW’s Machine Learning for Medical Imaging Initiative (ML4MI) selection committee recently announced the winners of the ML4MI Pilot Research Grants. These grants are expected to expand the scope of Machine Learning activity on campus …

Shiva Rudraraju Explores Materials to Make Metal 3D Printing a Reality in Manufacturing

In the global economy, manufacturing is a central pillar that drives innovation and competition. It’s a fast-growing sector and a vital source of opportunity, which has only increased since metal additive manufacturing, or 3D printing, …

Air Force-backed center to make machine learning more independent, predictable, secure

MADISON – Artificial intelligence has become so smart and commonplace that most people accept computer-generated restaurant recommendations or movie suggestions without blinking an eye. Underneath the virtual surface, however, much remains mysterious in the realm …

Robert Nowak Leads Machine Learning and Optimization Activities at the Grainger Institute for Engineering

WATCH: Nowak Leads Machine Learning for Medical Imaging Seminar

Watch this Machine Learning for Medical Imaging Seminar led by Rob Nowak!

Younghyun Kim aims to make our interconnected world a safer place

In our modern interconnected world, we rely on cyber infrastructure in our daily lives. We have phones, medical devices, and cars that are connected to the internet—and this rise of interconnectedness creates vulnerability. Younghyun Kim works to …

Focus on new faculty: Jiamian Hu, using computer models to improve materials for many applications

  For materials scientist Jiamian Hu, the culture of interdisciplinary research collaboration at the University of Wisconsin-Madison is a major selling point for the university. “That’s actually one of the very important reasons that I wanted …

Focus on New Faculty: Shiva Rudraraju, Studying Mechanics and Morphology Evolution in Materials

In January 2017, Shiva Rudraraju will join the Department of Mechanical Engineering as an assistant professor. Also an affiliate of the college’s Grainger Institute for Engineering, Rudraraju comes from the University of Michigan, where he’s been a graduate …

Focus on New Faculty: Varun Jog, Mining Big Data for Big Attitudes

Varun Jog puts a modern spin on the old proverb “people are known by the company they keep” by applying advanced mathematical tools to analyze interpersonal connections within social networks. People’s social interactions dramatically shape how …

Focus on New faculty: Dimitris Papailiopoulos, Speeding Up Machine Learning Pipelines

The world of science and technology is currently being reshaped by machine learning. At the heart of machine learning are algorithms whose aim is to mimic the complex processes of human learning, but on a …