Publications
Showing entries 1 - 20 out of 603
2024
Wang C, Sombut P, Puntscher L, Jakub Z, Meier M, Pavelec J et al. CO-Induced Dimer Decay Responsible for Gem-Dicarbonyl Formation on a Model Single-Atom Catalyst. Angewandte Chemie - International Edition. 2024 Apr 15;63(16):e202317347. Epub 2024 Jan 31. doi: 10.1002/anie.202317347
Liu M, Wang J, Hu J, Liu P, Niu H, Yan X et al. Layer-by-layer phase transformation in Ti3O5 revealed by machine-learning molecular dynamics simulations. Nature Communications. 2024 Apr 9;15:3079. doi: 10.1038/s41467-024-47422-1
Domenichini G. Extending the definition of atomic basis sets to atoms with fractional nuclear charge. Journal of Chemical Physics. 2024 Mar 28;160(12):124107. Epub 2024 Mar 25. doi: 10.1063/5.0196383
Varrassi L, Liu P, Franchini C. Quasiparticle and excitonic properties of monolayer SrTiO3. Physical Review Materials. 2024 Feb;8(2):024001. doi: 10.1103/PhysRevMaterials.8.024001
Fiore Mosca D, Schnait H, Celiberti L, Aichhorn M, Franchini C. The Mott transition in the 5d1 compound Ba2NaOsO6: a DFT+DMFT study with PAW spinor projectors. Computational Materials Science. 2024 Jan 30;233:112764. Epub 2023 Mar 29. doi: 10.1016/j.commatsci.2023.112764
Birschitzky VC, Sokolovic I, Prezzi M, Palotas K, Setvin M, Diebold U et al. Machine Learning Based Prediction of Polaron-Vacancy Patterns on the TiO2(110) Surface. arXiv. 2024 Jan 22.
Bosoni E, Beal L, Bercx M, Blaha P, Blügel S, Bröder J et al. How to verify the precision of density-functional-theory implementations via reproducible and universal workflows. Nature Reviews Physics. 2024 Jan;6:45–58. Epub 2023 Nov 14. doi: 10.1038/s42254-023-00655-3
Lemm D, von Rudorff GF, Anatole von Lilienfeld O. Impact of noise on inverse design: the case of NMR spectra matching. Digital Discovery. 2024 Jan;3(1):136-144. 136-144. Epub 2023 Oct 17. doi: 10.48550/arXiv.2307.03969, 10.1039/d3dd00132f
2023
Kyvala L, Angeletti A, Franchini C, Dellago C. Diffusion and Coalescence of Phosphorene Monovacancies Studied Using High-Dimensional Neural Network Potentials. Journal of Physical Chemistry C. 2023 Dec 14;127(49):23743-23751. doi: 10.1021/acs.jpcc.3c05713
Karandashev K, Weinreich J, Heinen S, Arismendi Arrieta DJ, von Rudorff GF, Hermansson K et al. Evolutionary Monte Carlo of QM Properties in Chemical Space: Electrolyte Design. Journal of Chemical Theory and Computation. 2023 Dec 12;19(23):8861-8870. doi: 10.48550/arXiv.2307.15563, 10.1021/acs.jctc.3c00822
He S, Huang B, Xiao B, Chang S, Podalko M, Nau WM. Stabilization of Guest Molecules inside Cation-Lidded Cucurbiturils Reveals that Hydration of Receptor Sites Can Impede Binding. Angewandte Chemie - International Edition. 2023 Dec 4;62(49):e202313864. Epub 2023 Oct. doi: 10.1002/anie.202313864
Lemm D, Falk von Rudorff G, Anatole von Lilienfeld O. Improved decision making with similarity based machine learning: applications in chemistry. Machine Learning: Science and Technology. 2023 Dec 1;4(4):045043. doi: 10.1088/2632-2153/ad0fa3, 10.1088/2632-2153/ad0fa3
Domenichini G, Dellago C. Molecular Hessian matrices from a machine learning random forest regression algorithm. Journal of Chemical Physics. 2023 Nov 21;159(19):194111 . doi: 10.48550/arXiv.2307.16512, 10.1063/5.0169384
Celiberti L, Varrassi L, Franchini C. Pb9Cu(PO4)6O is a charge-transfer semiconductor. Physical Review B. 2023 Nov 15;108(20):L201117. Epub 2023 Aug 22. doi: 10.1103/PhysRevB.108.L201117
Riemelmoser S, Verdi C, Kaltak M, Kresse G. Machine Learning Density Functionals from the Random-Phase Approximation. Journal of Chemical Theory and Computation. 2023 Oct 24;19(20):7287-7299. doi: 10.48550/arXiv.2308.00665, 10.1021/acs.jctc.3c00848
Puntscher L, Sombut P, Wang C, Ulreich M, Pavelec J, Rafsanjani-Abbasi A et al. A Multitechnique Study of C2H4 Adsorption on Fe3O4(001). Journal of Physical Chemistry C. 2023 Sep 21;127(37):18378-18388. Epub 2023 Sep 11. doi: 10.1021/acs.jpcc.3c03684
Cai X, Wei SH, Deák P, Franchini C, Li SS, Deng HX. Band-gap trend of corundum oxides α - M2O3 (M = Co, Rh, Ir): An ab initio study. Physical Review B. 2023 Aug 15;108(7):075137. doi: 10.1103/PhysRevB.108.075137
Sukurma Z, Schlipf M, Humer M, Taheridehkordi A, Kresse G. Benchmark Phaseless Auxiliary-Field Quantum Monte Carlo Method for Small Molecules: Journal of Chemical Theory and Computation. Journal of Chemical Theory and Computation. 2023 Aug 8;19(15):4921–4934. Epub 2023 Jul. doi: https://arxiv.org/abs/2303.04256v1, 10.1021/acs.jctc.3c00322
Tresca C, Forcella PM, Angeletti A, Ranalli L, Franchini C, Reticcioli M et al. Evidence of Molecular Hydrogen in the N-doped LuH3 System: a Possible Path to Superconductivity? 2023 Aug 7.
Cong R, Garcia E, Forino PC, Tassetti A, Allodi G, Reyes AP et al. Effects of charge doping on Mott insulator with strong spin-orbit coupling, Ba2Na1−xCaxOsO6. Physical Review Materials. 2023 Aug;7(8):084409. doi: 10.1103/PhysRevMaterials.7.084409