标题
Artificial neural networks for density-functional optimizations in fermionic systems
作者
关键词
-
出版物
Scientific Reports
Volume 9, Issue 1, Pages -
出版商
Springer Nature
发表日期
2019-02-13
DOI
10.1038/s41598-018-37999-1
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Improving prognosis and reducing decision regret for pancreatic cancer treatment using artificial neural networks
- (2018) Steven Walczak et al. DECISION SUPPORT SYSTEMS
- A computer vision system for identification of granite-forming minerals based on RGB data and artificial neural networks
- (2018) A. Ramil et al. MEASUREMENT
- Testing density-functional approximations on a lattice and the applicability of the related Hohenberg-Kohn-like theorem
- (2018) Vivian V. França et al. Scientific Reports
- Metric-Space Approach for Distinguishing Quantum Phase Transitions in Spin-Imbalanced Systems
- (2018) T. de Picoli et al. BRAZILIAN JOURNAL OF PHYSICS
- FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm
- (2017) Francisco Ortega-Zamorano et al. NEURAL PROCESSING LETTERS
- Entanglement and exotic superfluidity in spin-imbalanced lattices
- (2017) V.V. França PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Bypassing the Kohn-Sham equations with machine learning
- (2017) Felix Brockherde et al. Nature Communications
- Hubbard Model for Atomic Impurities Bound by the Vortex Lattice of a Rotating Bose-Einstein Condensate
- (2016) T. H. Johnson et al. PHYSICAL REVIEW LETTERS
- Structure-dependent metal–insulator transition in one-dimensional Hubbard superlattice
- (2015) Liang-Liang Zhang et al. Chinese Physics B
- Uniqueness of density-to-potential mapping for fermionic lattice systems
- (2015) J. P. Coe et al. EPL
- Incommensurate charge density wave modulated by period of Hubbard superlattices
- (2015) Liang-Liang Zhang et al. MODERN PHYSICS LETTERS B
- Prediction of Intramolecular Polarization of Aromatic Amino Acids Using Kriging Machine Learning
- (2014) Timothy L. Fletcher et al. Journal of Chemical Theory and Computation
- The derivative discontinuity of the exchange–correlation functional
- (2014) Paula Mori-Sánchez et al. PHYSICAL CHEMISTRY CHEMICAL PHYSICS
- Learning Kinetic Distance Metrics for Markov State Models of Protein Conformational Dynamics
- (2013) Robert T. McGibbon et al. Journal of Chemical Theory and Computation
- Interacting fermions in one-dimensional disordered lattices: Exploring localization and transport properties with lattice density-functional theories
- (2013) V. Vettchinkina et al. PHYSICAL REVIEW B
- Density functionals and model Hamiltonians: Pillars of many-particle physics
- (2013) Klaus Capelle et al. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS
- Fulde-Ferrell-Larkin-Ovchinnikov critical polarization in one-dimensional fermionic optical lattices
- (2012) Vivian V. França et al. PHYSICAL REVIEW A
- Lattice density functional theory at finite temperature with strongly density-dependent exchange-correlation potentials
- (2012) Gao Xianlong et al. PHYSICAL REVIEW B
- Feasibility of approximating spatial and local entanglement in long-range interacting systems using the extended Hubbard model
- (2011) J. P. Coe et al. EPL
- Entanglement from density measurements: Analytical density functional for the entanglement of strongly correlated fermions
- (2011) Vivian V. França et al. PHYSICAL REVIEW A
- Hubbard model as an approximation to the entanglement in nanostructures
- (2010) J. P. Coe et al. PHYSICAL REVIEW A
- Neural network based correlation for critical heat flux in steam-water flows in pipes
- (2009) Ahmed Safwat Nafey INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Neural network approach to quantum-chemistry data: Accurate prediction of density functional theory energies
- (2009) Roman M. Balabin et al. JOURNAL OF CHEMICAL PHYSICS
- Energy of bond defects in quantum spin chains obtained from local approximations and from exact diagonalization
- (2008) V.L. Líbero et al. JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS
- Entanglement in Spatially Inhomogeneous Many-Fermion Systems
- (2008) V. V. França et al. PHYSICAL REVIEW LETTERS
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started