DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design.
Ziyue LiuYixing LiJing HuXinling YuShinyu ShiauXin AiZhiyu ZengZheng ZhangPublished in: DAC (2023)
Keyphrases
- learning algorithm
- reinforcement learning
- case study
- hybrid learning
- supervised learning
- design process
- learning problems
- experimental design
- knowledge acquisition
- knowledge level
- data sets
- simulation environment
- learning design
- engineering design
- design principles
- learning scenarios
- learning systems
- unsupervised learning
- active learning
- user interface
- expert systems
- neural network