AI4Science : Convergence between AI and scientific computing
Presenter
Event Type
Invited Talk
AI-HPC Convergence
Algorithms
Machine Learning and Artificial Intelligence
TP
TimeThursday, 18 November 202110:30am - 11:15am CST
LocationFerrara Theatre
DescriptionMany scientific applications heavily rely on the use of brute-force numerical methods performed on high-performance computing (HPC) infrastructure. Can artificial intelligence (AI) methods augment or even entirely replace these brute-force calculations to obtain significant speed-ups? Can we make groundbreaking new discoveries because of such speed-ups? I will present exciting recent advances that build new foundations in AI that are applicable to a wide range of problems such as fluid dynamics and quantum chemistry. On the other side of the coin, the use of simulations to train AI models can be very effective in applications such as robotics and autonomous driving. Thus, we will see a convergence of AI, Simulations and HPC in the coming years.
