18 citations · 22 across the 4 of their papers we have counts for
4 papers · 1 filter
Ab-initio study of short-range ordering in vanadium-based disordered rocksalt structures
Zinab Jadidi, Julia H. Yang, Tina Chen +2
Disordered rocksalt Li-excess (DRX) compounds are attractive new cathode materials for Li-ion batteries as they contain resource-abundant metals and do not require the use of cobal…
The cluster decomposition of the configurational energy of multicomponent alloys
Luis Barroso-Luque, Gerbrand Ceder
Lattice models parameterized using first-principles calculations constitute an effective framework to simulate the thermodynamic behavior of physical systems. The cluster expansion…
An -norm regularized regression model for construction of robust cluster expansions in multicomponent systems
Peichen Zhong, Tina Chen, Luis Barroso-Luque +2
We introduce the -norm regularization and hierarchy constraints into linear regression for the construction of cluster expansion to describe configurational disorder…
Sparse expansions of multicomponent oxide configuration energy using coherency & redundancy
Luis Barroso-Luque, Julia H. Yang, Gerbrand Ceder
Compressed sensing has become a widely accepted paradigm to construct high dimensional cluster expansion models used for statistical mechanical studies of atomic configuration in c…