Artificial intelligence×Energy storage
This pair ranks in the top 0.1% of every collision candidate in the corpus. Across held-out years, pairs scoring that well went on to co-publish at 10.0× the base rate, typically within 2 years.
The Frontier Brief for this collision is still being written. The evidence below already reflects the current model run.
Pre-company space. No named players have staked this collision yet — an emerging pairing where the field, not a firm, is the story so far.
19 researchers publish on both sides of this collision without the fields themselves having met. Every name below is counted from papers in the corpus — not inferred.
- Zhong Lin WangKing Abdullah University of Science and Technology3/7
- Chengkuo LeeShanghai University of Engineering Science7/1
- Zixuan ZhangSoochow University4/1
- Zhenan BaoUniversity of Washington4/1
- Qiongfeng ShiSoochow University3/1
- Kristin A. PerssonGoogle (United Kingdom)3/1
- Haegyeom KimUniversity of California, Berkeley1/2
- Hengyu GuoSichuan University1/2
- Changsheng WuNational Chung Hsing University1/2
- Gerbrand CederUniversity of Minnesota2/1
- Stanford UniversityUS279/35
- Tsinghua UniversityCN161/46
- Chinese Academy of SciencesCN160/43
- University of California, BerkeleyUS222/16
- Massachusetts Institute of TechnologyUS193/14
- Nanyang Technological UniversitySG170/14
- Multiscale modeling of graphene and carbon nanostructures: advances in atomistic, coarse-grained, and machine learning approaches2026 · 4 citations · DOI ↗4
- Recent advancements in supercapacitor technology2018 · 1,882 citations · DOI ↗3
- Recent Progress in Electrode Materials for Sodium‐Ion Batteries2016 · 987 citations · DOI ↗3
- Deciphering Advanced Sensors for Life and Safety Monitoring of Lithium Batteries2024 · 51 citations · DOI ↗3
Counted from the corpus. Institution counts use best-effort affiliation (every author on a paper is paired with every institution on it), so read them as presence, not headcount.
A premium Deep-Dive is being generated for this collision — check back soon.