Exploration of the impact of AI generating education, research and more

A wide range of applications

The summit was organized around four themes: the border, science, society and creativity. A common thread crossing all these themes was the different applications of the AI.

“UC San Diego has a solid basis in the gathering of researchers who are seriously aiming to use IT to advance science and engineering, which has led to exciting progress in public health,” said Rommie Amaro, professor in the Department of Molecular Biology.

She demonstrated how her team was able to develop High resolution computer simulations To create the very first atomic computer model of SARS-COV-2 aerosolized, the virus that causes COVID-19. “Simulations allow us to see the invisible,” she said. “They give us new discoveries in biology which otherwise would not be possible.”

AI will help make more health and biology discoveries, said Amaro. Already, automatic learning methods have allowed researchers to examine more precisely the biological processes that occur at the quantum level.

Meanwhile, researchers led by Yu, the conference co-organizer and member of the teaching center of the IT department of UC San Diego, have shown that algorithms behind generative AI tools like slab, when combined with data based on physics, can be used to develop better ways of Model the earth climate. “We were able to successfully generate global climatic simulations from 10 to 100 years old to a resolution of 6 hours to 6 hours,” said Salva Ruhling Cachay, a doctorate. Student of the Yu research group, during its presentation at the top of the Genai.

Hao SU, also a member of the faculty of the IT and engineering department of the San Diego UC, works to help a generative AI understand the real world. The models he creates could be used to improve how robots sail. “The ability to understand, reasoning and generating 3D structures is fundamental for intelligent agents operating in the real world. Recent progress of the 3D generator has opened up new borders spatial intelligenceallowing breakthroughs in fields such as scene reconstruction, object synthesis, robotic perception and embodied AI, “said Su.

Genai can also be a manner of man creativityLike music and visual arts. PH.D. Student Zachary Novack presented Presto!, A model that can generate music from text invites faster and more effectively than the state of art. He is advised by members of the computer faculty Julian McAuley and Taylor Berg-Kirkpatrick. Meanwhile, the doctorate in computer science. The student Sophia Sun presented “learning to move, learning to play, learning to animate” which is an interdisciplinary multimedia performance that she created in collaboration with Ph.D. music and visual arts. Performances include robots made from natural materials and use technologies such as the visuals generated by AI, real -time biofeedback and electroacoustic sound.