Engineering

A Milestone in Machine Learning

A Milestone in Machine Learning

Savoie research team builds largest dataset of reaction mechanisms in existence

Theoreticians have worked in tandem with experimentalists since the dawn of the scientific age. The advent of machine learning facilitated computational work on a larger scale and a faster timetable. While data about the properties of specific molecules has been available for years, predications of how those molecules would react in different environments and under various conditions remained elusive.

After developing the automated computational method YARP — Yet Another Reaction Program — two years ago, a research team led by Brett Savoie, the Charles Davidson Associate Professor of Chemical Engineering, applied YARP’s technology to build the largest dataset of reaction mechanisms in existence.

A Solid Foundation for the Future

A Solid Foundation for the Future

Donation of House Honors Al Altschaeffl, who Contributed to Many Iconic Campus Structures

What do Mackey Arena, Neil Armstrong Hall of Engineering, the Bell Tower and the Gateway to the Future arch have in common? They are among the more than 170 building projects across campus with soil foundations designed by Al Altschaeffl (BSCE 1952, MSCE 1955 PhD 1960), a professor of civil engineer-ing with expertise in geotechnical engineering who continued to consult on projects following his retirement from the University in 2000.

Tree Segmentation

Tree Segmentation

New methodology may one day map forests around the world

What if we could map every tree on the planet?

It’s a question that drives the work of Joshua Carpenter (MS’20), a PhD student and researcher in the Geospatial Data Science Lab supervised by Jinha Jung, Assistant Professor of Civil Engineering.

Just as the field of precision agriculture uses high technology sensor and analysis tools to measure the growth and health of fields of crops, Carpenter is developing methodologies that could one day be similarly applied to forests around the globe.

Hazards Lurk in Fresh-Scented Cleaning Products

Hazards Lurk in Fresh-Scented Cleaning Products

Mopping produces pollutants similar to vehicle emissions

The fresh-scented products used to clean our homes and offices come with risks to our respira-tory health. The chemicals used to create scents such as lemon and pine pollute indoor air with nano-sized particles in similar ways that motor emissions affect the air we breathe outdoors, according to a new study published in the journal Science Advances.

Building a Better Computational Model

Building a Better Computational Model

Physics equations drive optimization of complex engineered systems

Computational models allow researchers to analyze and design complex systems, but development can be a slow process. Leifur Leifsson, associate professor and principal investigator of the Computational Design Lab, uses physics equations to optimize engineered systems for aircraft and space systems as well as microwave systems, nondestructive testing systems and food-water-energy systems.

An Arm for Yaretzi

An Arm for Yaretzi

Telescoping prosthesis enables 10-year-old girl to bow violin

It’s atypical to see a piano as part of a grade school orchestra ensemble, but that’s exactly what Zayra Vincent encountered when she visited the Burgin Elementary School music room this spring. There, in the back of the Arlignton, Texas, classroom, a smiling 10-year-old girl plucked out notes on the keyboard with one finger.

Tech Titans of Silicon Valley

Tech Titans of Silicon Valley

Innovative Boilermakers whose work impacts the daily lives of millions

From his fourth-floor home office perched on so-called Billionaires Row, Keith Krach (IE’79) can see the entirety of the San Francisco Bay and the famous Golden Gate Bridge that spans the strait connecting the bay to the Pacific Ocean. It’s an impressive vista and a far cry from his hometown of Rocky River, Ohio, a Cleveland suburb.