Artificial intelligence×Chemical engineering
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.
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.
41 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.
- Rampi RamprasadToyota Research Institute8/1
- Zhenan BaoUniversity of Washington4/1
- Yang Shao‐HornImperial College London2/2
- Zhong Lin WangKing Abdullah University of Science and Technology3/1
- Yang ChaiUniversity of Science and Technology of China3/1
- Ning ZhangZhejiang Normal University1/2
- Xiaoyu YangState Key Laboratory on Integrated Optoelectronics1/2
- Tianshu LiState Key Laboratory of Superhard Materials2/1
- Joseph H. MontoyaFranciscan University of Steubenville2/1
- Zheng LiuSuzhou Institute of Nano-tech and Nano-bionics1/2
- Chinese Academy of SciencesCN160/236
- Stanford UniversityUS279/117
- Tsinghua UniversityCN161/130
- Nanyang Technological UniversitySG170/92
- Massachusetts Institute of TechnologyUS193/69
- University of WashingtonUS154/57
- Ultrathin 2D/2D WO3/g-C3N4 step-scheme H2-production photocatalyst2018 · 2,754 citations · DOI ↗3
- g‐C<sub>3</sub>N<sub>4</sub>‐Based Heterostructured Photocatalysts2017 · 2,544 citations · DOI ↗3
- Unique S-scheme heterojunctions in self-assembled TiO2/CsPbBr3 hybrids for CO2 photoreduction2020 · 1,456 citations · DOI ↗3
- The Dawn of Lead‐Free Perovskite Solar Cell: Highly Stable Double Perovskite Cs<sub>2</sub>AgBiBr<sub>6</sub> Film2017 · 521 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.