AI Plus at UAlbany.
AI Plus at UAlbany.

Artificial Intelligence at UAlbany

AI Plus at the University at Albany

AI Plus is UAlbany’s holistic approach to integrating teaching and learning about artificial intelligence throughout our academics and research. It is grounded in the conviction that all students should graduate prepared to live and work in a world radically changed by technology.

AI Plus is not a program within the University. It is an institution-wide recognition of the centrality of AI to the future of knowledge creation, scientific discovery, creative expression and workforce development — a future UAlbany is determined to lead.

To realize this vision, we have dramatically expanded our supercomputing capacity through collaborations with IBM and NVIDIA to ensure our faculty, staff and students have access to some of the most innovative and powerful hardware available.

 

AI Plus Academics

From art to semiconductor design and from social welfare to philosophy, UAlbany’s AI & Society College is ensuring all students have access to courses, microcredentials and degree programs that provide both a foundational and discipline-specific understanding of AI and its societal implications.

Central to this effort is the largest cluster hire of faculty in UAlbany history: 27 new AI-focused faculty members spanning every school and college in departments ranging from computer and political science to educational theory and epidemiology and biostatistics.

AI Plus Research

The AI Plus Institute is the hub that connects UAlbany’s AI researchers from across the University and beyond it. In addition to the dozens of AI experts already on campus, each of the 27 new faculty hires will work with the Institute. 

The Institute’s mission is to bring AI practitioners together and seed creative interdisciplinary collaborations to compete for funding and address AI-related questions in ways that improve people’s lives, while also affording undergraduate and graduate students high-impact research opportunities focused on artificial intelligence and its many applications.

AI Plus Computing & Hardware

In Fall 2024, UAlbany unveiled its new AI supercomputer powered by 24 NVIDIA DGX systems, the most advanced AI cluster within SUNY and among the most capable at any U.S. university. The system is part of an overall $37 million campus commitment to expanding UAlbany’s computing infrastructure and is composed of 192 NVIDIA Tensor Core GPUs, allowing researchers to run complex operations in hours that might once have taken days — or longer. 

In addition, UAlbany was the first university in the world to host an IBM Artificial Intelligence Unit computing cluster as part of a collaboration with IBM on the Center for Emerging Artificial Intelligence Systems.

AI Plus at UAlbany

AI Hardware Engineering

Novel microelectronics hardware and new approaches to computing architectures are critical for AI applications, which require energy efficiency and computation density. 

College of Nanotechnology, Science, and Engineering (CNSE) researchers are using advanced nanofabrication processes to build nanoscale memory devices capable of mimicking the human brain’s synaptic functions and demonstrating efficient in-memory computation — the first steps towards hardware acceleration for AI applications.  

Our AI hardware engineering work has many real-world applications, including chip design and development, machine learning, neuromorphic computing and chip-based hardware accelerators.  

Support for these activities comes from a variety of funding sources, including major investments from the Air Force Research Laboratory, National Science Foundation and the SUNY-IBM AI Research Alliance.  

We are also a key partner in the American Semiconductor Innovation Coalition (ASIC), which is dedicated to bringing the best research and development to the National Semiconductor Technology Center and the National Advanced Packaging Manufacturing Program. 

The CNSE campus, with multiple glass and steel buildings situated next to lush green lawn and a curved roadway.

AI for Weather Prediction and Forecasting

Weather prediction hardware in front of a screen showing a colorful forecasting chart.

UAlbany, with its advanced Mesonet, is a world leader in atmospheric science and climate research.

Our researchers have been awarded $2.4 million as a partner in the NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES), led by the University of Oklahoma, to develop AI-based technologies that will be used to better monitor and predict winter weather. AI2ES was one of the first seven NSF National AI Institutes launched in 2020. 

Through a partnership with IBM, UAlbany's climate and weather experts are working to improve weather-based decision-making for New Yorkers. They are focused on the impact of weather and climate changes on transportation, renewable energy generation and sea level.

These projects focus on harmful algal bloom (HAB) detection and prediction in lakes and reservoirs; winter road weather maintenance and operations; impacts of severe flooding events, including improving advanced warning; Numerical Weather Prediction (NWP) collaboration utilizing NYS Mesonet data and IBM forecasting models and methods; and renewable energy (solar and wind) generation forecasting.

AI for Emergency Preparedness

UAlbany is leading innovative research and collaborating with other universities to explore how using artificial intelligence can improve crisis decision-making to save lives and property. AI can be deployed to manage a host of issues, including critical infrastructure disruptions, natural disasters and public health crises.  

UAlbany's state-of-the-art ETEC complex, with its unique situation room, can replicate emergency operations scenarios. The facility allows for testing, simulating and validating first responder mobilization and end-user interactions with decision support systems.  

Human capacity for information processing in crises and emergency management will be substantially enhanced through artificial intelligence, large-data science and information communication technology.    

AI-augmented crisis decision-making can improve outcomes nationwide and beyond, protecting lives, property and trust in public institutions. 

A man works on a computer with maps on the screen inside a command center.

AI for Cybersecurity

Researchers gather around a table with laptops, next to a large screen showing a map, as they work together in the VOST lab.

Intelligent security and privacy analysis are critical to thwarting social engineering attacks.

UAlbany researchers are using automated techniques to assess the security and privacy behavior of applications. AI is essential for analyzing the enormous body of communications data and recognizing ominous patterns to protect against impending threats to cyber and national security.

Our researchers are developing investigative tools that detect attacks, engage perpetrators in real-time conversation and disrupt nefarious plans.

AI for Health Sciences

Artificial intelligence and simulation — including agent-based modeling, system dynamics modeling and social network analysis — provide important insights into the complex interrelationships that drive population-level outcomes.

Traditionally applied to infectious disease modeling, UAlbany researchers are applying these algorithms to other problems, such as violence, mental health and chronic disease. 

Our researchers have also developed robust and efficient machine learning algorithms for application domains, including the prediction of tumor growth and robotic surgery, allowing surgeons to complete precision procedures that would not be possible by hand. 

Researchers having a discussion in a hallway on the Health Sciences campus

Trustworthy AI 

Three researchers working together on a computer at the Center for Technology in Government.

Artificial intelligence has tremendous potential to increase efficiency and assist humans in all aspects of their lives. But before it becomes widely accepted, AI's structural and design features need to be deemed trustworthy.

UAlbany’s philosophy, psychology and mathematics experts are investigating human functions in moral contexts to determine the trustworthiness of artificial agents. 

Researchers received $100K in funding from the SUNY-IBM AI Collaborative Research Alliance to develop the foundations of a trustworthiness assessment framework for AI-driven systems. The projects seek to establish artificial intelligence that intrinsically realizes human values with implementations that empower people, rather than manipulate them.