Materials science

Materials informatics in electrochemical energy storage.pdf

Garnets as solid electrolyte materials for all-solid-state batteries.pdf

Ising model in chemistry.sdf

Nature's hand in materials for electrochemical energy.pdf

Strain effects in thin films.pdf

Grain boundaries modulation of materials properties.pdf

Machine learning in materials science: overview.pdf

Novelty detection in design of synthesis.pdf

Materials with negative thermal expansion: current state and prospects.pdf

 

Machine learning

Input consistency regularization.pdf

Diffusion probabilistic models.pdf

Data imputation.pdf

Novelty detection.pdf

Chemography.pdf

Bayesian optimization.pdf

 

Solid state electrolytes. Download

Materials informatics. Download

High-Entropy Oxides. Download

Polyanionic compounds: physical properties. Download

Garnets as solid electrolyte materials for all-solid-state batteries. Download

Ising model in chemistry. Download

Nature's hand in materials for electrochemical energy storage. Download

Space charge models. Download

Strain effects in thin films. Download

Anode materials for Li- and Na-ion batteries. Download

Grain boundaries role in modulation of materials properties. Download

Density functional theory for electrochemical energy storage materials. Download

Machine learning in materials science. Download