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Frontier Brief · Collision 2026

Metamaterial×Battery (electricity)

41.0Collision Index
2.5%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 7.2× 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

12 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.

ResearcherMetamaterial / Battery
  • Yonggang Y. HuangState Key Laboratory of Mechanical Structure Strength and Vibration
    23
  • John A. RogersDalian University of Technology
    13
  • John A. RogersState Key Laboratory of Mechanical Structure Strength and Vibration
    12
  • Xueju Sophie WangCity University of Hong Kong
    11
  • Yi ZhangGovernment of the Republic of Korea
    11
  • Yury G. GogotsiCentre National de la Recherche Scientifique
    11
  • Carlo CecatiUniversity of L'Aquila
    11
  • Apostolos GeorgiadisUniversity of L'Aquila
    11
  • Hongliang PangUniversity of L'Aquila
    11
  • Debashis ChandaUniversity of Central Florida
    11
Institutionpapers each side
  • Chinese Academy of SciencesCN
    8693
  • Stanford UniversityUS
    5563
  • National University of SingaporeSG
    8232
  • Centre National de la Recherche ScientifiqueFR
    6536
  • Nanyang Technological UniversitySG
    10022
  • Zhejiang UniversityCN
    8823
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.