143 citations · 451 across the 16 of their papers we have counts for
17 papers
GP-ALPS: Automatic Latent Process Selection for Multi-Output Gaussian Process Models
Pavel Berkovich, Eric Perim, Wessel Bruinsma
A simple and widely adopted approach to extend Gaussian processes (GPs) to multiple outputs is to model each output as a linear combination of a collection of shared, unobserved la…
Scalable Exact Inference in Multi-Output Gaussian Processes
Wessel P. Bruinsma, Eric Perim, Will Tebbutt +3
Multi-output Gaussian processes (MOGPs) leverage the flexibility and interpretability of GPs while capturing structure across outputs, which is desirable, for example, in spatio-te…
AFLOW-CHULL: Cloud-oriented platform for autonomous phase stability analysis
Corey Oses, Eric Gossett, David Hicks +10
prediction of phase stability of materials is a challenging practice, requiring knowledge of all energetically-competing structures at formation conditions. Lar…
Mechanical Properties of Schwarzites - A Fully Atomistic Reactive Molecular Dynamics Investigation
Cristiano F. Woellner, Tiago Botari, Eric Perim +1
Schwarzites are crystalline, 3D porous structures with stable negative curvature formed of sp2-hybridized carbon atoms. These structures present topologies with tunable porous size…
The AFLOW Fleet for Materials Discovery
Cormac Toher, Corey Oses, David Hicks +48
The traditional paradigm for materials discovery has been recently expanded to incorporate substantial data driven research. With the intent to accelerate the development and the d…
Mechanical Properties and Fracture Patterns of Graphene (Graphitic) Nanowiggles
Rafael A. Bizao, Tiago Botari, Eric Perim +2
Graphene nanowiggles (GNW) are graphene-based nanostructures obtained by making alternated regular cuts in pristine graphene nanoribbons. GNW were recently synthesized and it was d…