AI4Science: Convergence of AI and Scientific Computing

, NVIDIA
Many scientific applications heavily rely on using 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 speedups? Can we make groundbreaking new discoveries as a result of such speedups? I'll 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, using 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.
活动: GTC Digital November
日期: November 2021
行业: 所有行业
话题: Autonomous Machines - Reinforcement Learning
级别: 中级技术
语言: 英语
话题: Autonomous Machines - Robotics
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