Energy conversion efficiency×Electrochemistry
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.
The Frontier Brief for this collision is still being written. The evidence below already reflects the current model run.
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.
26 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.
- Edward H. SargentUniversity of Science and Technology of China4/7
- Qiang ZhangBeijing University of Chemical Technology1/5
- Shi‐Zhang QiaoGuangzhou University1/5
- Zipeng ZhaoInstitute for the Chemistry of OrganoMetallic Compounds1/3
- Yu HuangCalifornia State University, Long Beach1/3
- Licheng SunWuhan University of Technology2/1
- Bingbing ChenQingdao University of Science and Technology1/2
- Xiaojun WuDalian National Laboratory for Clean Energy2/1
- Wei LiuShanghai University1/2
- Oleksandr VoznyyNational Synchrotron Radiation Laboratory1/2
- Chinese Academy of SciencesCN111/93
- University of Science and Technology of ChinaCN58/42
- University of Chinese Academy of SciencesCN45/50
- Stanford UniversityUS39/56
- Nanyang Technological UniversitySG41/43
- Lawrence Berkeley National LaboratoryUS39/36
- Conformal quantum dot–SnO <sub>2</sub> layers as electron transporters for efficient perovskite solar cells2022 · 1,340 citations · DOI ↗3
- Understanding interface stability in solid-state batteries2019 · 1,187 citations · DOI ↗3
- Flexible, solid-state, ion-conducting membrane with 3D garnet nanofiber networks for lithium batteries2016 · 928 citations · DOI ↗3
- Perovskite Solar Cell Stability in Humid Air: Partially Reversible Phase Transitions in the PbI<sub>2</sub>‐CH<sub>3</sub>NH<sub>3</sub>I‐H<sub>2</sub>O System2016 · 434 citations · DOI ↗3
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.
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