From continent-spanning satellite tv for pc imagery to distributed legal networks hiding on-line, a few of our most intractable challenges are buried inside mountains of information. Two researchers are utilizing synthetic intelligence to make sense of such complexity and switch overwhelming datasets into sensible options.
Their work has earned them honors within the inaugural ASU–Science Prize for Transformational Impact, which acknowledges early-career scientists whose use-inspired work addresses urgent world challenges and supplies lasting public profit. The award is a cornerstone of the AAAS + ASU Collaborative, a five-year partnership between Arizona State University and the American Association for the Advancement of Science.
Meha Jain, an affiliate professor on the University of Michigan, gained the grand prize for her use of satellite tv for pc information and machine studying to study how small-scale farmers are adapting to local weather stressors. Her analysis, printed in 2021 and 2023, reveals the hidden environmental price of those diversifications.
For his work to develop an AI-powered search device to examine on-line intercourse trafficking, Mayank Kejriwal was named runner-up. Kejriwal is a analysis affiliate professor on the University of Southern California.
The pair shall be acknowledged through the AAAS Annual Meeting in Phoenix, the place scientists and policymakers are convening to tackle tough issues, advance options and create scalable information for the general public good.
Jain’s grand prize-winning essay shall be printed within the society’s flagship peer-reviewed journal, Science, each in print and on-line. Kejriwal’s essay shall be featured on Science’s web site. The grand-prize winner shall be awarded $30,000 whereas the runner-up receives $10,000.
A brand new perspective on smallholder agriculture
Jain’s analysis focuses on serving to smallholder farmers develop extra meals in methods which might be each environmentally sustainable and resilient to local weather change. Farming programs differ dramatically from place to place, so detailed information on how farms function are sometimes unavailable, making it tough to design options that work at scale. Jain’s work makes use of high-resolution satellite tv for pc imagery and AI to higher perceive how farmers handle their fields and the way these decisions have an effect on crops, water use and the surroundings.
As a part of her analysis, Jain partnered with native stakeholders, together with farmers, worldwide organizations and authorities businesses, to guarantee she supplies information that assist knowledgeable decision-making.
“We work really closely with local farmers, and that strongly influences the questions that we ask and the data products that we create,” stated Jain, who earned her PhD from Columbia University. “Having that real-world interaction is incredibly motivating. I became more excited about creating data products that could actually be used.”
Scaling up investigation
Kejriwal develops and applies AI to help resolve important societal challenges, from preventing human trafficking to making well being care extra environment friendly. His successful search device helps legislation enforcement determine and disrupt on-line intercourse trafficking.
“It is an honor to be named as a finalist for the ASU–Science Prize for Transformational Impact,” said Kejriwal, who received his PhD from the University of Texas at Austin. “It provides validation for our longstanding work on fighting sex trafficking using technology and draws much needed attention to this societal ill.”
By collaborating straight with legislation enforcement, Kejriwal designed an AI system to extract and hyperlink obfuscated telephone numbers and identifiers throughout billions of information factors to reveal hidden organized crime networks.
Science that serves society
ASU and AAAS joined forces in a first-of-its-kind partnership final yr to broaden the position of science in society and create new alternatives for the subsequent era of scientists, engineers and innovators.
Research that issues
From new methods to tackle most cancers to shoring up nationwide safety to serving to Arizonans hold their cool, ASU researchers work to create applied sciences, medicines and different options to the most important challenges we face.
Learn extra at news.asu.edu/research-matters.
The AAAS+ASU Collaborative builds on ASU’s longstanding dedication to innovation that interprets information into motion. For many years, ASU has superior a mannequin of analysis that empowers daring leaders to confront society’s most advanced challenges — bringing collectively various disciplines, companions and views to generate options with real-world relevance.
At the guts of the collaboration is a shared perception that science is strongest when it serves the general public good. By aligning ASU’s science-at-scale strategy with AAAS’ world attain and management in science communication and coverage, the partnership amplifies analysis designed to form insurance policies and supply options that enhance folks’s lives.
The AAAS+ASU Collaborative is inviting ASU faculty, students and staff to be part of the AAAS group, increasing alternatives for engagement throughout the college. The long-term imaginative and prescient is to mobilize scientists and engineers worldwide to advance scientific excellence and strengthen science-informed choices.
Speakers from ASU are additionally contributing to the AAAS annual assembly Feb. 12–14 by participating in sessions that discover how data-driven analysis and interdisciplinary collaboration can inform coverage and drive societal impression.