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Frontier Brief · Collision 2026

Perovskite solar cell×Electrochemistry

49.6Collision 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

32 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.

ResearcherPSC / Electrochemi…
  • Edward H. SargentUniversity of Science and Technology of China
    47
  • Qiang ZhangBeijing University of Chemical Technology
    15
  • Mowafak Al‐JassimColorado School of Mines
    31
  • Yu HuangCalifornia State University, Long Beach
    13
  • Zipeng ZhaoInstitute for the Chemistry of OrganoMetallic Compounds
    13
  • Bingbing ChenQingdao University of Science and Technology
    12
  • Licheng SunWuhan University of Technology
    21
  • Xiaojun WuDalian National Laboratory for Clean Energy
    21
  • Wei LiuShanghai University
    12
  • Jianjun ZhangLinyi University
    12
Institutionpapers each side
  • Chinese Academy of SciencesCN
    15493
  • Stanford UniversityUS
    5656
  • University of Science and Technology of ChinaCN
    7042
  • University of Chinese Academy of SciencesCN
    5850
  • Nanyang Technological UniversitySG
    5443
  • Lawrence Berkeley National LaboratoryUS
    4936
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.