Personne
Andrea Anelli
Cette personne n’est plus à l’EPFL
Publications associées (4)
Learning the electronic density of states in condensed matter
Michele Ceriotti, Andrea Anelli, Chiheb Ben Mahmoud
The electronic density of states (DOS) quantifies the distribution of the energy levels that can be occupied by electrons in a quasiparticle picture and is central to modern electronic structure theory. It also underpins the computation and interpretation ...
AMER PHYSICAL SOC2020Characterising Structure and Stability of Materials using Machine Learning
The search of novel materials using in-silico high-throughput screening is emerging as a fundamental step in the pipeline of materials discovery, but its low yields in terms of synthesisable structures limit its effectiveness. In order to isolate configura ...
EPFL2020A Bayesian approach to NMR crystal structure determination
David Lyndon Emsley, Michele Ceriotti, Albert Hofstetter, Edgar Albert Engel, Federico Maria Paruzzo, Andrea Anelli
Nuclear Magnetic Resonance (NMR) spectroscopy is particularly well suited to determine the structure of molecules and materials in powdered form. Structure determination usually proceeds by finding the best match between experimentally observed NMR chemica ...
2019Generalized convex hull construction for materials discovery
Michele Ceriotti, Edgar Albert Engel, Andrea Anelli
Searching for novel materials involves identifying potential candidates and selecting those that have desirable properties and facile synthesis. It is relatively easy to generate large numbers of potential candidates, for instance, by computational searche ...
2018