全球人工智能及交叉领域：基于学科布局及热点研究、潜在研究趋势的分析

贾佳

Global AI and Interdisciplinary Fields: Analysis Based on Discipline Layout, Hot Research and Potential Research Trend

Jia Jia

附表2 获得NSF ENG基金资助的主要研究机构其研究热点和潜在研究主题

热点主题词 共现主题数 共现总次数 词频 主题热度值 潜在主题词 共现主题数 共现总次数 词频 研究趋势 主题热度值 optimal control 71 86 29 3.000 turbulence simulation 0 0 3 0.227 stochastic geometry 29 35 16 1.367 alzheimer's disease 2 2 3 0.258 reinforcement learning 39 50 12 1.544 atomic precision 2 3 3 0.264 density functional theory 12 13 12 0.734 fluid-solid interaction 2 3 3 0.315 sensor fusion 47 59 11 1.727 infrared thermography 2 3 3 0.318 neuromorphic computing 20 34 11 1.056 silicon photonics 3 3 3 0.344 approximation algorithm 25 32 11 1.104 thermal comfort 3 3 3 0.347 computational modeling 37 46 10 1.401 building information modeling 3 4 3 0.350 massive mimo 14 22 10 0.798 fluid-structure interaction 3 5 3 0.355 action recognition 14 16 10 0.728 silver nanowires 4 4 3 0.369 ensemble learning 22 41 9 1.097 cognitive Assessment 5 5 3 0.381 complexity theory 34 37 9 1.219 human-machine interfaces 5 5 3 0.446 mathematical model 29 33 9 1.103 lithium-ion battery 5 6 3 0.456 bayesian estimation 19 20 9 0.811 power system resilience 5 6 3 0.498 dynamic programming 28 34 8 1.066 hidden Markov Models 7 7 2 0.507 channel estimation 20 28 8 0.883 electromagnetic radiation 4 8 3 0.369 wireless sensor networks 18 26 8 0.832 escherichia coli 4 8 3 0.513 supervised learning 15 25 8 0.778 metabolic engineering 4 8 3 0.516 computer vision 20 22 8 0.813 carbon nanotubes 6 6 3 0.544 nonconvex optimization 19 22 8 0.799 artificial Swarm Intelligence 4 9 3 0.564