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Frontier Brief · Collision 2026

Chemical engineering×Superconductivity

41.7Collision 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

39 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.

ResearcherCE / Superconduct…
  • Yi CuiInterface (United States)
    101
  • Harold Y. HwangCity University of Hong Kong
    14
  • Liangbing HuUniversity of Delaware
    41
  • Zheng LiuSuzhou Institute of Nano-tech and Nano-bionics
    22
  • Junhao LinOak Ridge National Laboratory
    22
  • Marcel A. VerheijenJoint Quantum Institute
    22
  • Xinliang FengHelmholtz-Zentrum Dresden-Rossendorf
    31
  • Li LüLiaoning University
    13
  • Jiaqi DaiUniversity of Calgary
    31
  • Yu XieState Key Laboratory of Superhard Materials
    13
Institutionpapers each side
  • Chinese Academy of SciencesCN
    236102
  • Stanford UniversityUS
    11771
  • Massachusetts Institute of TechnologyUS
    6991
  • University of Science and Technology of ChinaCN
    10659
  • Centre National de la Recherche ScientifiqueFR
    6187
  • Institute of PhysicsCN
    5393
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.