TensorKMC: kinetic Monte Carlo simulation of 50 trillion atoms driven by deep learning on a new generation of Sunway supercomputer.
Honghui ShangXin ChenXingyu GaoRongfen LinLifang WangFang LiQian XiaoLei XuQiang SunLeilei ZhuFei WangYunquan ZhangHaifeng SongPublished in: SC (2021)
Keyphrases
- monte carlo simulation
- deep learning
- monte carlo
- unsupervised learning
- markov chain
- unsupervised feature learning
- restricted boltzmann machine
- mental models
- machine learning
- weakly supervised
- text mining
- information extraction
- natural language processing
- object recognition
- search algorithm
- linear combination
- reinforcement learning
- computer vision
- information retrieval
- deep architectures