In-Person Meetings for Classes on Monday, January 26, 2026 are Cancelled; Online/remote classes to be held as determined by Faculty.
Public Safety is tracking a significant snowfall that will be arriving in our area late Sunday morning (Jan. 25). It will snow heavily throughout the day and evening eventually tapering off Monday (Jan. 26) with 10-14 inches expected statewide. A sleet and freezing rain mix is also possible along the shore. Temperatures will be in the teens and twenties.
Due to this significant winter storm and the extensive campus clean-up operations that will need to take place, all in-person day and evening classes scheduled for Monday, January 26, 2026 have been cancelled. All scheduled in-person classes will transition to being held online or remotely. Additional information on the virtual format for each class will be provided by your instructor.
Faculty have been asked to prepare for Online or Remote sessions in the event of in-person meeting cancellations. These options will be determined by the Faculty member and all questions should be directed to the Faculty teaching each course section. Faculty also have been asked to be very understanding and accommodating of the individual situations of their students who may have difficulty managing these alternative online or remote class meetings on short notice.
Please note that only essential employees, as previously determined by their respective department leaders, should report to campus. All other employees should fulfill the requirements of their role remotely.
Campus operations for residential students, unless otherwise noted, will operate as scheduled, though hours may be modified or changed based on the conditions. Separate messages will be sent from the Peterson Library, the Beckerman Recreation Center, and Dining Services regarding any changes to their normal hours of operation. The Bergami Center for Science, Technology, and Innovation will remain open for residential students to use for study space and to participate in online classes.
Off-campus students that live in the City of West Haven should abide by the city’s parking ban during inclement weather to avoid having their vehicle tagged and towed. Please check the City of West Haven’s website for further information on their snow parking ban.
University’s SAIL Lab Enables Researchers to Navigate Sea of Opportunities in Intelligent-Machine Research
The University’s Secure and Assured Intelligent Learning (SAIL) lab explores important questions on the leading edge of science – everything from making medical devices safer to the brain-computer interface – offering students opportunities to conduct research that endeavors to make a meaningful impact on society.
January 12, 2024
By Renee Chmiel, Office of Marketing and Communications
Left to right: Arshad Badfar ’25 M.S., Dr. Vahid Behzadan, Nancirose Piazza ’24 Ph.D., Bahareh Arghavani ’24 M.S., and Binesh Sadanandan ’27 Ph.D. in the SAIL lab space.
Binesh Sadanandan ’27 Ph.D., has been working in the healthcare industry for more than 15 years. The opportunities he has as a student in the University’s Secure and Assured Intelligent Learning (SAIL) lab are a natural expansion of his work – and a way for him to further examine how machine learning can be used in healthcare. He hopes his research will help prevent medical device failures and yield devices that are more effective.
Sadanandan’s work is especially focused on precision oncology. It’s a mission that, for him is personal, as he lost a family member to prostate cancer. He believes it was the treatment that was the most harmful, not the cancer itself, and his mission is to find better and safer ways to treat it.
Because we aren’t yet able to see the effects of treatments on the body in real-time, treatments can end up doing harm. While Sadanandan says that if he had magical powers he’d dissolve the cancer, he’s now developing what he hopes might be the next best thing: a way to predict the effects of treatments and determine what exactly a patient needs.
“Our objective is to prove in a lab that we can find an agent to help oncologists with decision-making,” explains Sadanandan, a candidate in the University’s doctoral program in engineering and applied sciences and a senior principal research engineer at Medtronic, a medical devices manufacturer. “Today, there’s a lot of information for oncologists to process. If you can train an agent, it would be like a ‘superoncologist’ who can look at all these data and adjust what’s being done.”
‘The connection between education and industry’
Sadanandan is among the more than half a dozen students who are members of the University’s SAIL lab team. It includes doctoral, graduate, and undergraduate students who are conducting groundbreaking research that endeavors to foster the safety and security of intelligent machines through an engineering and theoretical lens.
Bahareh Arghavani ’24 M.S. began her work in the SAIL lab in 2022. She co-authored a paper with Sadanandan, which is now in submission for publication, exploring fault detection in medical devices. By applying machine-learning techniques in fault detection, they hope to make devices work better. Arghavani is now working on a second project focused on speech.
“As a researcher, I found that this experience makes me very knowledgeable on topics that are timely – especially AI,” said Arghavani, a candidate in the University’s graduate program in data science. “We’re implementing what we’re taught in the real world. This is the connection between education and industry.”
Researchers are exploring the brain-computer interface in the SAIL lab.
‘An environment where you can search for the truth’
That’s exactly what Vahid Behzadan, Ph.D., director of the SAIL lab and an assistant professor at the University, envisioned when he established the lab. He explains its focus as the “science of making bad decisions,” and the lab’s work encompasses decisions made by humans and machines, including artificial intelligence (AI). He hopes that by helping AI to become better decisionmakers – as humans have become over millennia – that society as a whole will benefit.
The lab explores questions on the leading edge of science, focusing on topics such as the brain/computer interface, whether human muscle movement can be controlled, and how the brain responds to minor environmental changes.
"We’re going to places where no one has been."Vahid Behzadan, Ph.D., director of the SAIL lab and an assistant professor at the University
The ethics of exploring these topics are an important component of the lab’s work – and a topic Dr. Behzadan is intimately familiar with. He hopes their work will help create societal dynamics that don’t encourage deceptive behavior and help figure out how to create regulations and laws that foster optimal behavior. It’s work he draws on in his role as a member of the Connecticut Artificial Intelligence Working Group, which he was appointed to last year, and that he hopes will prepare his students to be the next leaders in the field.
“We’re going to places where no one has been,” he said. “I’m learning with them and from them. Seeing their autonomous success is so rewarding. They will have their own research labs and teams, and that motivates me.”
‘An environment where you can search for the truth’
A candidate in the University’s engineering and applied sciences Ph.D. program, Piazza is focusing on deception and multi-agent systems in her research. She explores how and why deception may come about and how it might be mitigated. She appreciates the mentorship of Dr. Behzadan and the camaraderie of her “SAIL mates,” as well as the collaborative atmosphere in the lab.
“I always think problems we solve in the lab are reflections of problems in the world – even if autonomous systems are not organic,” she said. “I think academia is an environment where you can search for the truth without being penalized. The opportunity to see what comes out of particular experiments is important.”
‘We’re always trying to make someone’s life better’
For Arshad Badfar ’25 M.S., that work is focused on brain signals. Fascinated by the human brain, psychology, and decision-making, Badfar wondered how humans might make better decisions. He’s studying the brain-computer interface (BCI) and how BCIs with various adversaries react. He hopes his research might, for instance, benefit an individual controlling their wheelchair or an artificial limb – as any threats from adversaries could be particularly dangerous.
“It’s about the security of the U.S. at the end of the day,” explains Badfar, who is pursuing a master’s degree in data science. “We have a chance to play an important role in this. It’s also going to help me have a better understanding of what I’m learning in my courses and help me with my job prospects.”
For Sadanandan, the Ph.D. candidate and healthcare professional, the work he’s done in the SAIL lab has been life changing, and he hopes his work will have a positive impact on the lives of others as well. He believes that having a better understanding of machine learning and the role it can play in the healthcare industry will save lives and enhance medical treatment.
“This lab is awesome,” he said. “Dr. Behzadan is a leading researcher in this space and having access to him and the opportunity to bounce ideas off him is great. This lab has become a family, and we’re always trying to make someone’s life better.”