Items where Author is "Parsaeifard, Behnam"
Number of items: 7. 2022Parsaeifard, Behnam and Goedecker, Stefan. (2022) Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions. Journal of Chemical Physics, 156 (3). 034302. Parsaeifard, Behnam and Krummenacher, Marco and Goedecker, Stefan. (2022) Response to “Comment on ‘Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions’” [J. Chem. Phys. 156, 034302 (2022)]. The Journal of Chemical Physics, 157 (17). p. 177102. 2021Parsaeifard, Behnam and De, Deb Sankar and Finkler, Jonas A. and Goedecker, Stefan. (2021) Fingerprint-Based Detection of Non-Local Effects in the Electronic Structure of a Simple Single Component Covalent System. Condensed Matter, 6 (1). p. 9. Parsaeifard, Behnam. Improving machine learning methods for the calculation of potential energy surfaces. 2021, Doctoral Thesis, University of Basel, Faculty of Science. 2020Parsaeifard, Behnam and De, Deb Sankar and Christensen, Anders Steen and Faber, Felix Andreas and Kocer, Emir and De, Sandip and Behler, Jörg and Lilienfeld, Anatole von and Goedecker, Stefan. (2020) An assessment of the structural resolution of various fingerprints commonly used in machine learning. Machine Learning: Science and Technology, 2 (1). 015018. Parsaeifard, Behnam and Tomerini, Daniele and De, Deb Sankar and Goedecker, Stefan. (2020) Maximum volume simplex method for automatic selection and classification of atomic environments and environment descriptor compression. Journal of Chemical Physics, 153 (21). p. 214104. 2019Faraji, Somayeh and Ghasemi, S. Alireza and Parsaeifard, Behnam and Goedecker, Stefan. (2019) Surface reconstructions and premelting of the (100) CaF2 surface. Physical Chemistry Chemical Physics, 21 (29). pp. 16270-16281. |
