output
20192025
most citedOn-the-fly machine learning force field generation: Application to melting points

688 citations

27 papers

cond-mat.str-el2025★ 2 cited

Constrained Random Phase Approximation: the spectral method

Merzuk Kaltak, Alexander Hampel, Martin Schlipf +3

We present a constrained Random Phase Approximation (cRPA) method, termed spectral cRPA (s-cRPA), and compare it to established cRPA approaches for Scandium and Copper by varying t…

cond-mat.mtrl-sci2025

Machine Learning Study of Surface Reconstructions of the CuO(111) Surface

Payal Wadhwa, Michael Schmid, Georg Kresse

The atomic structure of the most stable reconstructed surface of cuprous oxide (CuO)(111) surface has been a longstanding topic of debate. In this study, we develop on-the-fl…

cond-mat.str-el2025★ 6 cited

Magnetism-Enhanced Strong Electron-Phonon Coupling in Infinite-Layer Nickelate

Ruiqi Zhang, Yanyong Wang, Manuel Engel +12

Intriguing analogies between the nickelates and the cuprates provide a promising avenue for unraveling the microscopic mechanisms underlying high- superconductivity. While ele…

cond-mat.str-el2025★ 5 cited

Comparative analysis of methods for calculating Hubbard parameters using cRPA

Indukuru Ramesh Reddy, M. Kaltak, Bongjae Kim

In this study, we present a systematic comparison of various approaches within the constrained random-phase approximation (cRPA) for calculating the Coulomb interaction parameter $…

physics.chem-ph2025★ 7 cited

Self-Refinement of Auxiliary-Field Quantum Monte Carlo via Non-Orthogonal Configuration Interaction

Zoran Sukurma, Martin Schlipf, Georg Kresse

For optimal accuracy, auxiliary-field quantum Monte Carlo (AFQMC) requires trial states consisting of multiple Slater determinants. We develop an efficient algorithm to select the…

cond-mat.str-el2024★ 6 cited

Accurate Electron-phonon Interactions from Advanced Density Functional Theory

Yanyong Wang, Manuel Engel, Christopher Lane +9

Electron-phonon coupling (EPC) is key for understanding many properties of materials such as superconductivity and electric resistivity. Although first principles density-functiona…