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Quantum Monte Carlo approaches for correlated systems

Quantum Monte Carlo approaches for correlated systems
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Dewey Class 530.1201518282 (DDC 23)
Title Quantum Monte Carlo approaches for correlated systems (M) / Federico Becca, Sandro Sorella
Author Becca, Federico , 1972-
Added Personal Name Sandro Sorella
Publication Cambridge, UK : Cambridge University Press , 2017
Physical Details xii, 274 pages : illustrations (black and white) ; 26 cm
ISBN 9781107129931
Summary Note Part I. Introduction: 1. Correlated models and wave functions; Part II. Probability and Sampling: 2. Probability theory; 3. Monte Carlo sampling and Markov chains; 4. Langevin molecular dynamics; Part III. Variational Monte Carlo: 5. Variational Monte Carlo; 6. Optimization of variational wave functions; 7. Time-dependent variational Monte Carlo; Part IV. Projection Techniques: 8. Green's function Monte Carlo; 9. Reptation quantum Monte Carlo; 10. Fixed-node approximation; 11. Auxiliary field quantum Monte Carlo; Part V. Advanced Topics: 12. Realistic simulations on the continuum; Appendix. Pseudo-random numbers generated by computers; References; Index.:
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