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Frontier Brief · Collision 2026

Perovskite solar cell×Battery (electricity)

61.8Collision 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

31 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 / Battery
  • Anita Ho‐BaillieSouthern University of Science and Technology
    91
  • Qiang ZhangBeijing University of Chemical Technology
    18
  • Jianghui ZhengCity University of Hong Kong
    71
  • Mowafak Al‐JassimColorado School of Mines
    31
  • Stacey F. BentStanford Medicine
    31
  • Song JinUNSW Sydney
    12
  • Hui‐Chun FuUniversity of Wisconsin–Madison
    11
  • Maowei HuUtah State University
    11
  • Bo HuThe University of Sydney
    11
  • Wenjie LiKing Abdullah University of Science and Technology
    11
Institutionpapers each side
  • Chinese Academy of SciencesCN
    15484
  • Stanford UniversityUS
    5659
  • University of Chinese Academy of SciencesCN
    5848
  • Huazhong University of Science and TechnologyCN
    5831
  • Tsinghua UniversityCN
    1981
  • University of Science and Technology of ChinaCN
    7020
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.