How Florida researchers are using UF’s supercomputer – News

How Florida researchers are using UF’s supercomputer – News

High-impact analysis is in full swing on the University of Florida’s highly effective supercomputer, with school and college students from throughout the State University System using HiPerGator ⁠— one of many smartest machines on the earth — to advance vital work in areas together with the surroundings, know-how and medication. Available to all State University System establishments, researchers throughout Florida are leveraging HiPerGator’s 70,000+ compute cores — which obtain and execute directions — of reducing-edge computing energy to advance options to issues beforehand regarded as unsolvable. For context, a mean laptop computer has 4 compute cores.
At least 117 researchers from throughout the state have used HiPerGator because it was made out there systemwide. Instructors from Florida’s 12 public universities can even use HiPerGator of their educating, introducing college students to the probabilities of AI and its purposes throughout fields.
Among probably the most huge tasks underway is SynGatorTron™, a instrument developed by UF Health in partnership with Silicon Valley-based know-how firm NVIDIA, that may generate artificial knowledge untraceable to actual sufferers. That knowledge can then be used to coach the subsequent era of medical AI methods to grasp conversational language and medical terminology. Among different alternatives, these advances might result in medical chatbots that may work together with sufferers using human language and medical information. The mannequin is an replace on the unique GatorTron™, an AI instrument that permits computer systems to rapidly entry, learn and interpret medical language in scientific notes and different unstructured narratives saved in actual-world digital well being information. GatorTron™ is anticipated to speed up analysis and medical choice-making by extracting data and insights from huge quantities of scientific knowledge with unprecedented pace and readability. It may also result in revolutionary AI instruments and superior, knowledge-pushed well being analysis strategies.
“The work by UF and NVIDIA on GatorTron and now SynGatorTron doesn’t even scratch the floor of the potential influence of AI and HiPerGator on medication and on the broader world,” mentioned David Reed, UF’s affiliate provost for strategic initiatives. “When you give world-class researchers entry to a few of the world’s most superior know-how, the outcomes may be each transformational and galvanizing.”
Researchers at UF’s sister establishments are additionally making headway on work with potential historic influence and significance.
At Florida International University, for instance, Jayantha Obeysekera, director and analysis professor of the Sea Level Solutions Center within the Institute of Environment, is using HiPerGator to assist deal with sea degree rise. Normally, flooding will increase in the course of the “king-tide” months, which in South Florida are September-November, Obeysekera mentioned. Experts predict the frequency of flooding in coastal areas will improve considerably within the coming years, however the severity of every flood is dependent upon a number of components, resembling sea ranges, sea floor temperature, the Florida Current and winds.
Obeysekera and his group are inputting knowledge on these components into HiPerGator to plot a mannequin that may predict flood timing and severity. While the quantity of datasets Obeysekera and his group are using can be manageable on a much less subtle pc, the provision of NVIDIA’s graphic processing models in HiPerGator speed up the processing time. Researchers are additionally using HiPerGator to reinforce applied sciences with broad potential in non-public business in addition to authorities.
Among the various present strains of inquiry underway, University of South Florida Professor Sudeep Sarkar, alongside his analysis group, is using HiPerGator for 3 analysis tasks, together with one which leverages HiPerGator’s skill to create artificial fingerprints to extend the accuracy of fingerprint scanners in cell telephones and different know-how. “We use HiPerGator to scale as much as massive knowledge units, and it saves on time experimenting with totally different AI fashions,” Sarkar mentioned. “It offers us an edge over different researchers on the earth.”

Blake Trauschke July 25, 2022

https://news.ufl.edu/2022/07/uf-supercomputer/

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