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Frontier Brief · Collision 2026

Energy conversion efficiency×Battery (electricity)

43.6Collision Index
2.9%historical odds of first co-publication

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.

How this was measured →
Frontier Brief

The Frontier Brief for this collision is still being written. The evidence below already reflects the current model run.

Players in this space · predicted

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.

Who actually spans both fields · graph-verified

14 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.

ResearcherECE / Battery
  • Qiang ZhangBeijing University of Chemical Technology
    18
  • Anita Ho‐BaillieSouthern University of Science and Technology
    51
  • Jianghui ZhengCity University of Hong Kong
    41
  • Mowafak Al‐JassimColorado School of Mines
    11
  • Liang LiFujian Research Institute of Light Industry
    11
  • Shuang ZhouCentral South University
    11
  • Peter Müller‐BuschbaumUniversity of Chinese Academy of Sciences
    11
  • Bolong HuangInstitute of Chemistry
    11
  • Bingbing ChenQingdao University of Science and Technology
    11
  • Sanjay MathurFujian Normal University
    11
Institutionpapers each side
  • Chinese Academy of SciencesCN
    11184
  • Stanford UniversityUS
    3959
  • University of Chinese Academy of SciencesCN
    4548
  • Huazhong University of Science and TechnologyCN
    4731
  • University of Science and Technology of ChinaCN
    5820
  • Tsinghua UniversityCN
    1481
Closest work to the seambridge fields touched

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.

Deep-Dive

A premium Deep-Dive is being generated for this collision — check back soon.