Professor Giri Narasimhan and Dr. Vitalii Stebliankin created a machine-learning model to predict how protein molecules will bind together, important for designing new medications and vaccines. The AI-based method uses biological and structural information to score...
Research
Discovering Novel Peptides and Proteins through High-Performance Computing
Dr. Fahad Saeed is harnessing the power of new high-performance computational frameworks to enable effective analysis of biomolecules and molecular processes that contribute to the form and function of cells and tissues, through data produced from mass spectrometry...
Designing Tiered Memory Management Techniques
Professor Janki Bhimani is leading a new NSF Award to apply Machine Learning techniques to design tiered memory management systems for large-scale memory-intensive applications. In the project, she will explore the power of machine learning (ML) as well as its...
New South Florida Coastal Environmental Data and Modeling Center
KFSCIS, in collaboration with FIU’s Institute of Environment (IoE), has received a new NSF award, "An AI/ML Collaborative for Southeast Florida Coastal Environmental Data and Modeling Center." Dr. Jason Liu will lead the research team in conjunction with other KFSCIS...
KFSCIS Professor Awarded $500,000 NSF Grant for Environment
KFSCIS Associate Professor Leonardo Bobadilla, Principal Investigator, in collaboration with the Institute of Environment, the Division of Information Technology, the International Hurricane Research Center, and the Department of Architecture, has received a new NSF...
Deep Learning to Measure Dynamic, Complex 5-G Wireless Networks
Dr. Xuyu Wang is developing new methods using deep learning to accurately measure large-scale, heterogeneous, dynamic, and complex 5-G wireless networks, transforming the way we will communicate in the future. Increasingly, the growth of today’s large-scale,...
AI-driven RFID Sensing for Smart Health Applications
Many existing health monitoring systems are expensive, uncomfortable to wear, or can only be administered in a hospital environment. With advances on the Internet of Things (IoT), Machine Learning (ML), and Artificial Intelligence (AI), it is highly desirable to...
Protecting your self-driving car – and your privacy – from cyberhackers in the age of AI
Imagine driving down the highway when suddenly your brakes slam, your engine turns off and your doors lock. A hacker has remotely taken control of your car. Preventing this hypothetical scenario is a focus of automakers everywhere. As cars become loaded...
Improved Collaboration of Intelligent Autonomous Systems
Dr. Leonardo Bobadilla is leading an Office of Naval Research (ONR) project to improve the collaboration of intelligent underwater autonomous systems to address complex challenges the Navy faces in the future. Intelligent Autonomous Systems, including Unmanned Aerial...
Improving Undergraduate STEM Education for Environmental Robotics
KFSCIS researchers Drs. Agoritza Polyzou, Gregory Reis and Debra Davis will join Professor Shahin Vassigh (FIU Architecture) on a new NSF Improving Undergraduate STEM Education (IUSE) award. The Augmented Learning for Environmental Robotics Technologies (ALERT) aims...