Energy conversion efficiency×Condensed matter physics
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.
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.
47 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.
- Michaël GrätzelSolaronix (Switzerland)13/1
- Steve AlbrechtUniversity of Salerno8/1
- Michael SalibaPanasonic (Japan)6/1
- Liyuan HanUniversity of Michigan5/1
- Antonio AbateKyung Hee University5/1
- Edward Hartley SargentUniversity of Science and Technology of China4/1
- Martin StolterfohtIstituto di Scienze e Tecnologie Chimiche "Giulio Natta"4/1
- Christian M. WolffForschungszentrum Jülich3/1
- Dieter NeherIstituto di Scienze e Tecnologie Chimiche "Giulio Natta"3/1
- Sjoerd HooglandCentre National de la Recherche Scientifique3/1
- Chinese Academy of SciencesCN123/138
- Massachusetts Institute of TechnologyUS46/143
- University of Science and Technology of ChinaCN60/76
- Stanford UniversityUS39/104
- Lawrence Berkeley National LaboratoryUS40/98
- Centre National de la Recherche ScientifiqueFR30/121
- Optical Transitions in Hybrid Perovskite Solar Cells: Ellipsometry, Density Functional Theory, and Quantum Efficiency Analyses for CH 3 NH 3 PbI 32016 · 403 citations · DOI ↗1
- Inverted Current–Voltage Hysteresis in Mixed Perovskite Solar Cells: Polarization, Energy Barriers, and Defect Recombination2016 · 273 citations · DOI ↗1
- Extraordinary Strong Band‐Edge Absorption in Distorted Chalcogenide Perovskites2020 · 163 citations · DOI ↗1
- 2D transition metal dichalcogenides2017 · 6,123 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.
A premium Deep-Dive is being generated for this collision — check back soon.