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The 6th School on Simulation and Modeling Physics "Ab-initio methods and their applications" Hanoi, 27 - 29 November 2007. Ab-initio molecular dynamics in atmospheric science. Sandro Scandolo The Abdus Salam International Center for Theoretical Physics Trieste, Italy
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The 6th School on Simulation and Modeling Physics"Ab-initio methods and their applications" Hanoi, 27 - 29 November 2007
Ab-initio molecular dynamics in atmospheric science Sandro Scandolo The Abdus Salam International Center for Theoretical Physics Trieste, Italy www.ictp.it 6th SMP, Hanoi, Nov 27-29, 2007
Two case studies: Electron attachment at the surface of ice (the chemistry of the ozone hole) Infrared absorption by small water clusters (understanding the greenhouse effect)
Two case studies: Electron attachment at the surface of ice (the chemistry of the ozone hole) Infrared absorption by small water clusters (understanding the greenhouse effect)
Motivations: stratospheric chemistry and ozone hole Stratospheric clouds in polar regions consists of ice micro/nanoparticles OZONE (O3) GOOD in stratosphere BAD in troposphere GOOD in troposphere BAD in stratosphere OXYGEN (O2)
Motivations: stratospheric chemistry and ozone hole What causes the break down of CFCs at the surface of ice? (1) Sunlight (UV) radiation? (2) Excess electrons produced by cosmic rays? CFC’s break down at the surface of ice microparticles and produce active Chlorine
Motivations: stratospheric chemistry and ozone hole Photolysis by UV photons Dissociation cross-section ~ 10-20 cm2 CF2Cl2+hvCF2Cl+Cl Where do electrons prefer to stay after attachment to ice surfaces? Dissociative Electron Attachment by free e- Dissociation cross-section ~ 10-16 cm2 CF2Cl2+e-CF2Cl+Cl- How are chemical reactions at ice surfaces affected by excess electrons? Dissociative Electron Attachment by trapped e- Dissociation cross-section ~ 10-14 cm2 CF2Cl2+e-(H2O)nCF2Cl+(H2O)n+Cl- (Lu and Sanche, PRL 2001) Excess electrons get trapped in ice thin films (few monolayers) on Cu (M. Wolf et al, 2003, and to be published) Cl- CF2Cl2 Pre-solvated? Solvated?
Motivations: excess electrons on ice Surface or Bulk solvated state? Liquid water: The excess electron is completely solvated in liquid bulk water (Hart&Boag, JACS 1962) Water clusters Localization depends on the cluster size and structure (Verlet et al. Science 2005, Paik et al. Science 2004) For small clusters the surface state is stabilized by a rearrangement of the molecular dipoles (Kim et al. JCP 2005) Ice? A solvated state similar to that found in liquid water is the likely final state of an excess electron, but reaching this state is likely to take a very long time (microseconds)
Vacuum level Empty states energy Energy gap Filled states position Level alignment at insulating surfaces
energy position Level alignment at insulating surfaces Negative electron affinity Empty states Vacuum level Energy gap Filled states
Surface states in polyethylene Surface states in polyethylene M.C. Righi et al., Phys. Rev. Lett. 87, 076802 (2001)
Ab-initio Molecular Dynamics 32 H2O molecules in Ih structure and complete proton disorder BLYP exchange-correlation functional and Martins-Troullier pseudopotentials Periodic boundary conditions Vacuum ~20 A Both neutral and charged (with excess electron) cases are considered Positive compensating background Self-interaction correction System evolved at T~150K Where do excess e- prefer to stay? Do they self-trap as in liquid water?
Self-Interaction problem with SIC With standard (GGA) approximations to Vxc , the charge density of the excess electron localizes in the vacuum region between ice slabs, however its charge distribution is unphysical ! w/o SIC Definition of Vxc The excess interacts with its own electrostatic potential in the vacuum region, producing a weird, unphysical charge density
Self-interaction correction for unpaired electrons (holes) The standard self-interaction correction turns the Hamiltonian He into an eigenfunction-dependent operator Solution: Constrained Local Spin Density –DFT (d’Avezac et al, PRB 2005): “Paired” electron wave functions are forced to be equal for up and down spins for all i paired states Excess electron density is then given by an eigenfunction independent quantity: WHEN DOES IT WORK? When the paired eigenvalues of system from a LSD calculation are not so different When there is ONLY one charge in excess (e- or hole)
Self-interaction correction: single water molecule Charge density of excess electron with SIC H2O LDA H2O + e- LDA H2O + e- With SIC Electron affinity: +1.4 eV -0.1 eV Exp: ~0 eV Blue: high red: low
Self-interaction corrected excess electron on ice with SIC w/o SIC
Excess electron at the surface of ice Ih charge density of excess electron Excess electron localizes at the surface F. Baletto, C. Cavazzoni, S. Scandolo, PRL 95, 176801 (2005)
Surface with excess electron evolved for 2.4 ps Neutral surface evolved for 1.6 ps Additional dangling OH
Excess electron localized at the surface Additional dangling OH lowers work function by about 1.8 eV Formation of a subsurface cavity with repulsive character (the surface of the cavity is oxygen-rich) Work in progress: Add CFCs and check if dissociation is spontaneous in the presence of e-
Two case studies: Electron attachment at the surface of ice (the chemistry of the ozone hole) Infrared absorption by small water clusters (understanding the greenhouse effect)
Binding energy (eV/molecule) system Ours MP2 0.09 Dimer 0.095 Tetramer 0.27 0.264 Hexamer 0.30 0.307 Dimer (b) Tetramer (c) Hexamer-ring (d) Hexamer-book (at 220 K)
Water vapor absorption is completely different from bulk ice/water Water vapor 400 800 1200
Total dipole Absorption coefficient calculated from the MD trajectory Strong temperature dependence!
Water dimers are only marginally responsible for water vapor absorption Water vapor absorption M.-S. Lee et al, Phys Rev. Lett, submitted Absorption coefficient for dimer at atmospheric conditions (220 K)
Thanks to Francesca Baletto (now at King’s College London) Mal-Soon Lee (ICTP) Carlo Cavazzoni (CINECA, Bologna) Diep Quang Vinh (now at Purdue, USA)