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Frontier Brief · Collision 2026

Neuroscience×In vitro

40.5Collision 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

35 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.

ResearcherNeuroscience / In vitro
  • Donald E. IngberInspire
    32
  • Hans CleversLustgarten Foundation
    22
  • Maximilian A. BenzInspire
    12
  • Meritxell HuchMRC Laboratory of Molecular Biology
    21
  • Olivier HenryInspire
    12
  • Matthias P. LütolfUniversity Hospital of Basel
    21
  • Rizwan Hasan KhanJamia Millia Islamia
    12
  • Lijie Grace ZhangWashington University Medical Center
    11
  • Syed Mohammad ZakariyaJamia Millia Islamia
    11
  • Michael C. McAlpineMNGI Digestive Health
    11
Institutionpapers each side
  • Harvard UniversityUS
    21817
  • ETH ZurichCH
    1117
  • University of CambridgeGB
    877
  • Howard Hughes Medical InstituteUS
    1873
  • Centre National de la Recherche ScientifiqueFR
    826
  • Chinese Academy of SciencesCN
    607
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.