197 citations
- Helmholtz-Zentrum Dresden-RossendorfDE168 papers
- Technische Universität DresdenDE42 papers
- University of WrocławPL25 papers
- Christian-Albrechts-Universität zu KielDE19 papers
- University of RostockDE19 papers
- KTH Royal Institute of TechnologySE16 papers
- Sandia National LaboratoriesUS13 papers
- European X-Ray Free-Electron LaserDE11 papers
- Lawrence Livermore National LaboratoryUS11 papers
- University of OxfordGB9 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR8 papers
- Al-Farabi Kazakh National UniversityKZ7 papers
40 papers · 1 filter
Inverting the Kohn-Sham equations with physics-informed machine learning
Vincent Martinetto, Karan Shah, Attila Cangi +1
Electronic structure theory calculations offer an understanding of matter at the quantum level, complementing experimental studies in materials science and chemistry. One of the mo…
Emergent Gauge Symmetry in Active Brownian Matter
Nathan O. Silvano, Daniel G. Barci
We investigate a two-dimensional system of interacting Active Brownian Particles. Using the Martin-Siggia-Rose-Janssen-de Dominicis formalism, we built up the generating functional…
Thermal twin stars within a hybrid equation of state based on a nonlocal chiral quark model compatible with modern astrophysical observations
J. P. Carlomagno, G. A. Contrera, A. G. Grunfeld +1
We investigate the extension to finite temperatures and neutrino chemical potentials of a recently developed nonlocal chiral quark model approach to the equation of state of neutro…
Metal-free Stoner and Mott-Hubbard magnetism in 2D polymers with honeycomb lattice
Hongde Yu, Thomas Heine
We computationally demonstrate Stoner-ferromagnetic half-metals and antiferromagnetic Mott-Hubbard insulators in metal-free 2D polymers. Coupling radicaloid (hetero)triangulene mon…
Machine Learning-Driven Structure Prediction for Iron Hydrides
Hossein Tahmasbi, Kushal Ramakrishna, Mani Lokamani +1
We created a computational workflow to analyze the potential energy surface (PES) of materials using machine-learned interatomic potentials in conjunction with the minima hopping a…
Neutron stars in accreting systems -- signatures of the QCD phase transition
Noshad Khosravi Largani, Tobias Fischer, Shota Shibagaki +2
Neutron stars (NS) that are born in binary systems with a main-sequence star companion can experience mass transfer, resulting in the accumulation of material at the surface of the…