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Frontier Brief · Collision 2026

Oxide×Solar cell

46.3Collision Index
2.2%historical odds of first co-publication

This pair ranks in the top 0.5% of every collision candidate in the corpus. Across held-out years, pairs scoring that well went on to co-publish at 8.5× 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

104 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.

ResearcherOxide / Solar cell
  • Michaël GrätzelSolaronix (Switzerland)
    110
  • Mirza H. K. RubelUniversity of Azad Jammu and Kashmir
    18
  • Yabing QiInstitute of Chemistry
    18
  • M. Khalid HossainUniversity of Azad Jammu and Kashmir
    18
  • Luis K. OnoChinese Academy of Sciences
    17
  • Md. Ferdous RahmanUniversity of Azad Jammu and Kashmir
    17
  • Yanfa YanChinese University of Hong Kong
    16
  • Gazi Farhan Ishraque TokiRajiv Gandhi University
    16
  • H. BencherifUniversity of Azad Jammu and Kashmir
    16
  • Heping ShenFlinders University
    23
Institutionpapers each side
  • Chinese Academy of SciencesCN
    3890
  • Stanford UniversityUS
    2831
  • University of Science and Technology of ChinaCN
    1736
  • Nanyang Technological UniversitySG
    1732
  • Massachusetts Institute of TechnologyUS
    1830
  • Lawrence Berkeley National LaboratoryUS
    1632
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.