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Frontier Brief · Collision 2026

Statistical physics×Optoelectronics

40.2Collision Index
2.1%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 8.3× the base rate, typically within 3 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

57 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.

ResearcherSP / Optoelectron…
  • Cheng‐Wei QiuUniversity of California, Berkeley
    16
  • Franco NoriBeijing National Research Center for Information Science and Technology
    32
  • Andrea AlùColumbia University
    15
  • Lan YangBeijing National Research Center for Information Science and Technology
    13
  • Paul V. KlimovUniversity of Geneva
    31
  • Kunal AryaUniversity of Geneva
    31
  • Marissa GiustinaLaboratoire de Physique Théorique et Hautes Energies
    21
  • Wei LiState Key Laboratory of Electronic Thin Films and Integrated Devices
    12
  • Chao‐Yang LuBeijing National Research Center for Information Science and Technology
    12
  • Matthias TroyerInstitute for Theoretical Physics
    21
Institutionpapers each side
  • Chinese Academy of SciencesCN
    8347
  • Massachusetts Institute of TechnologyUS
    16162
  • Centre National de la Recherche ScientifiqueFR
    18138
  • Stanford UniversityUS
    9185
  • Harvard UniversityUS
    1389
  • University of CambridgeGB
    8111
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.