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Ab-initio variational wave functions for the time-dependent many-electron Schr\"odinger equation
March 13, 2024, 4:43 a.m. | Jannes Nys, Gabriel Pescia, Giuseppe Carleo
cs.LG updates on arXiv.org arxiv.org
Abstract: Describing the dynamics of many-electron quantum systems is crucial for applications such as predicting electronic structures in quantum chemistry, the properties of condensed matter systems, and the behaviors of complex materials. However, the real-time evolution of non-equilibrium quantum electronic systems poses a significant challenge for theoretical and computational approaches, due to the system's exploration of a vast configuration space. This work introduces a variational approach for fermionic time-dependent wave functions, surpassing mean-field approximations by capturing …
abstract applications arxiv challenge chemistry cond-mat.str-el cs.lg dynamics electronic equation equilibrium evolution functions however materials matter physics.chem-ph physics.comp-ph quant-ph quantum quantum chemistry real-time systems type
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