876 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Brain (Germany)DE1 paper
- Department for EducationGB1 paper
- Entrepôts, Représentation et Ingénierie des ConnaissancesFR1 paper
- Korea UniversityKR1 paper
- Max Planck Institute for InformaticsDE1 paper
- Mines Saint-ÉtienneFR1 paper
- Technische Universität BerlinDE1 paper
- Thomson FoundationGB1 paper
- University of CambridgeGB1 paper
- University of LuxembourgLU1 paper
- University of PittsburghUS1 paper
4 papers
Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems
John A. Keith, Valentin Vassilev-Galindo, Bingqing Cheng +4
Machine learning models are poised to make a transformative impact on chemical sciences by dramatically accelerating computational algorithms and amplifying insights available from…
Quantum-mechanical exploration of the phase diagram of water
Aleks Reinhardt, Bingqing Cheng
The phase diagram of water harbours many mysteries: some of the phase boundaries are fuzzy, and the set of known stable phases may not be complete. Starting from liquid water and a…
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding
Robin Brochier, Antoine Gourru, Adrien Guille +1
The scientific literature is growing faster than ever. Finding an expert in a particular scientific domain has never been as hard as today because of the increasing amount of publi…
Invariances of random fields paths, with applications in Gaussian Process Regression
David Ginsbourger, Olivier Roustant, Nicolas Durrande
We study pathwise invariances of centred random fields that can be controlled through the covariance. A result involving composition operators is obtained in second-order settings,…