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Frontier Brief · Collision 2026

Catalysis×Optoelectronics

70.0Collision 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

58 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.

ResearcherCatalysis / Optoelectron…
  • Edward H. SargentUniversity of Science and Technology of China
    78
  • Jiaguo YuMinistry of Energy
    36
  • Yury GogotsiCentre National de la Recherche Scientifique
    26
  • Zhong Lin WangKing Abdullah University of Science and Technology
    16
  • F. Pelayo Garcı́a de ArquerNational Institute of Standards and Technology
    41
  • Rafael Quintero‐BermudezKU Leuven
    41
  • Oleksandr VoznyyNational Synchrotron Radiation Laboratory
    22
  • Mietek JaroniecKing Abdullah University of Science and Technology
    31
  • Yu HanKent State University
    31
  • Ning ZhangZhejiang Normal University
    31
Institutionpapers each side
  • Chinese Academy of SciencesCN
    94313
  • Nanyang Technological UniversitySG
    49172
  • Stanford UniversityUS
    44181
  • University of Science and Technology of ChinaCN
    68110
  • Tsinghua UniversityCN
    6295
  • University of Chinese Academy of SciencesCN
    46105
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.