01820nam0 22004093i 450 VAN027544620240620035634.374N978981161919920240429d2021 |0itac50 baengSG|||| |||||Data Science and SDGsChallenges, Opportunities and RealitiesBikas Kumar Sinha, Md. Nurul Haque Mollah editorsSingaporeSpringer2021xxii, 197 p.ill.24 cm00B25Proceedings of conferences of miscellaneous specific interest [MSC 2020]VANC020732MF62-XXStatistics [MSC 2020]VANC022998MF62R07Statistical aspects of big data and data science [MSC 2020]VANC026514MF62P12Applications of statistics to environmental and related topics [MSC 2020]VANC033424MFBig DataKW:KCluster analysisKW:KData MiningKW:KMachine learningKW:KStatistical modelingKW:KSustainable Development GoalsKW:KSGSingaporeVANL000061MollahNurul HaqueVANV227915SinhaBikas KumarVANV227914Springer <editore>VANV108073650ITSOL20240621RICAhttps://doi.org/10.1007/978-981-16-1919-9E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0275446BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-Book 8491 08eMF8491 20240503 Data Science and SDGs1894578UNICAMPANIA05609nam 2200769Ia 450 991096620010332120251116233822.00-19-162744-50-19-884193-01-283-42682-X0-19-162691-09786613426826(CKB)2560000000298401(EBL)829457(OCoLC)772844649(SSID)ssj0000613022(PQKBManifestationID)11363202(PQKBTitleCode)TC0000613022(PQKBWorkID)10572488(PQKB)10252478(StDuBDS)EDZ0000168883(MiAaPQ)EBC829457(Au-PeEL)EBL829457(CaPaEBR)ebr10523363(CaONFJC)MIL342682(MiAaPQ)EBC7034601(Au-PeEL)EBL7034601(OCoLC)751833811(FINmELB)ELB168107(EXLCZ)99256000000029840120110822d2012 uy 0engur|n|---|||||txtccrTime-dependent density-functional theory concepts and applications /Carsten Ullrich1st ed.Oxford Oxford University Pressc20121 online resource (541 p.)Oxford graduate textsDescription based upon print version of record.0-19-956302-0 0-19-177513-4 Includes bibliographical references and index.Cover; Contents; List of abbreviations; 1 Introduction; 1.1 A survey of time-dependent phenomena; 1.2 Preview of and guide to this book; 2 Review of ground-state density-functional theory; 2.1 The formal framework of DFT; 2.2 Exact properties; 2.3 Approximate functionals; PART I: THE BASIC FORMALISM OF TDDFT; 3 Fundamental existence theorems; 3.1 Time-dependent many-body systems; 3.2 The Runge-Gross theorem; 3.3 The van Leeuwen theorem; 4 The time-dependent Kohn-Sham scheme; 4.1 The time-dependent Kohn-Sham equation; 4.2 Spin-dependent systems; 4.3 The adiabatic approximation4.4 The meaning of self-consistency in DFT and TDDFT4.5 Numerical time propagation; 5 Time-dependent observables; 5.1 Explicit density functionals; 5.2 Implicit density functionals; 5.3 The time-dependent energy; 6 Properties of the time-dependent xc potential; 6.1 What is the universal xc functional?; 6.2 Some exact conditions; 6.3 Galilean invariance and the harmonic potential theorem; 6.4 Memory and causality; 6.5 Initial-state dependence; 6.6 Time-dependent variational principles; 6.7 Discontinuity upon change of particle number; PART II: LINEAR RESPONSE AND EXCITATION ENERGIES7 The formal framework of linear-response TDDFT7.1 General linear-response theory; 7.2 Spectroscopic observables; 7.3 Linear density response in TDDFT; 7.4 Warm-up exercise: TDDFT for two-level systems; 7.5 Calculation of excitation energies: the Casida equation; 7.6 The Tamm-Dancoff approximation and other simplifications; 7.7 Excitation energies with time-dependent Hartree-Fock theory; 8 The frequency-dependent xc kernel; 8.1 Exact properties; 8.2 Approximations; 8.3 The xc kernels of the homogeneous electron liquid; 9 Applications to atomic and molecular systems9.1 Excitation energies of small systems: basic trends and features9.2 Molecular excited-state properties with TDDFT: an overview; 9.3 Double excitations; 9.4 Charge-transfer excitations; 9.5 The Sternheimer equation; 9.6 Optical spectra via time propagation schemes; PART III: FURTHER DEVELOPMENTS; 10 Time-dependent current-DFT; 10.1 The adiabatic approximation and beyond; 10.2 The failure of nonadiabatic local approximations in TDDFT; 10.3 The formal framework of TDCDFT; 10.4 The VK functional; 10.5 Applications of TDCDFT in the linear-response regime10.6 Memory effects: elasticity and dissipation11 The time-dependent optimized effective potential; 11.1 The static OEP approach for orbital functionals; 11.2 The TDOEP scheme; 11.3 TDOEP in the linear regime; 12 Extended systems; 12.1 Electronic structure and excitations of periodic solids; 12.2 Spectroscopy of density fluctuations: plasmons; 12.3 Optical absorption and excitons; 12.4 TDCDFT in periodic systems; 13 TDDFT and many-body theory; 13.1 Perturbation theory along the adiabatic connection; 13.2 Nonequilibrium Green's functions and the Keldysh action13.3 xc kernels from many-body theoryTime-dependent density-functional theory (TDDFT) describes the quantum dynamics of interacting electronic many-body systems formally exactly and in a practical and efficient manner. TDDFT has become the leading method for calculating excitation energies and optical properties of large molecules, with accuracies that rival traditional wave-function based methods, but at a fraction of the computational cost.This book is the first graduate-level text on the concepts and applications of TDDFT, including many examples and exercises, and extensive coverage of the literature. The book begins with a sOxford graduate texts.Density functionalsMathematical physicsDensity functionals.Mathematical physics.541.28UL 2000rvkUllrich Carsten508842MiAaPQMiAaPQMiAaPQBOOK9910966200103321Time-dependent density-functional theory4464813UNINA