Johannes Voss is Staff Scientist at the SUNCAT Center for Interface Science and Catalysis at SLAC National Accelerator Laboratory. He leads a research team focused on the atomic-level understanding and computational design of systems of relevance for renewable storage and conversion of energy. The team employs data-scientific approaches to improve the predictive power of super computer simulations for chemical reactions with emphasis on heterogeneous catalysis.
Education & Certifications
PhD, Technical University of Denmark, Physics (2009)
MSc, University of Hamburg, Physics (2004)
MCML: Combining physical constraints with experimental data for a multi-purpose meta-generalized gradient approximation.
Journal of computational chemistry
The predictive power of density functional theory for materials properties can be improved without increasing the overall computational complexity by extending the generalized gradient approximation (GGA) for electronic exchange and correlation to density functionals depending on the electronic kinetic energy density in addition to the charge density and its gradient, resulting in a meta-GGA. Here, we propose an empirical meta-GGA model that is based both on physical constraints and on experimental and quantum chemistry reference data. The resulting optimized meta-GGA MCML yields improved surface and gas phase reaction energetics without sacrificing the accuracy of bulk property predictions of existing meta-GGA approaches.
View details for DOI 10.1002/jcc.26732
View details for PubMedID 34406661
Ultrafast Adsorbate Excitation Probed with Subpicosecond-Resolution X-Ray Absorption Spectroscopy.
Physical review letters
2021; 127 (1): 016802
We use a pump-probe scheme to measure the time evolution of the C K-edge x-ray absorption spectrum from CO/Ru(0001) after excitation by an ultrashort high-intensity optical laser pulse. Because of the short duration of the x-ray probe pulse and precise control of the pulse delay, the excitation-induced dynamics during the first picosecond after the pump can be resolved with unprecedented time resolution. By comparing with density functional theory spectrum calculations, we find high excitation of the internal stretch and frustrated rotation modes occurring within 200 fs of laser excitation, as well as thermalization of the system in the picosecond regime. The ∼100 fs initial excitation of these CO vibrational modes is not readily rationalized by traditional theories of nonadiabatic coupling of adsorbates to metal surfaces, e.g., electronic frictions based on first order electron-phonon coupling or transient population of adsorbate resonances. We suggest that coupling of the adsorbate to nonthermalized electron-hole pairs is responsible for the ultrafast initial excitation of the modes.
View details for DOI 10.1103/PhysRevLett.127.016802
View details for PubMedID 34270277
- Accuracy of XAS theory for unraveling structural changes of adsorbates: CO on Ni(100) AIP ADVANCES 2020; 10 (11)
- Closing the Gap Between Experiment and Theory: Reactive Scattering of HCl from Au(111) JOURNAL OF PHYSICAL CHEMISTRY C 2020; 124 (29): 15944–60
- Mechanisms of Two-Electron and Four-Electron Electrochemical Oxygen Reduction Reactions at Nitrogen-Doped Reduced Graphene Oxide ACS CATALYSIS 2020; 10 (1): 852–63
- Adsorption on transition metal surfaces: Transferability and accuracy of DFT using the ADS41 dataset PHYSICAL REVIEW B 2019; 100 (3)
High-Throughput Screening of Solid-State Li-Ion Conductors Using Lattice-Dynamics Descriptors
2019; 16: 270-+
Low lithium-ion migration barriers have recently been associated with low average vibrational frequencies or phonon band centers, further helping identify descriptors for superionic conduction. To further explore this correlation, here we present the computational screening of ∼14,000 Li-containing compounds in the Materials Project database using a descriptor based on lattice dynamics reported recently to identify new promising Li-ion conductors. An efficient computational approach was optimized to compute the average vibrational frequency or phonon band center of ∼1,200 compounds obtained after pre-screening based on structural stability, band gap, and their composition. Combining a low computed Li phonon band center with large computed electrochemical stability window and structural stability, 18 compounds were predicted to be promising Li-ion conductors, one of which, Li3ErCl6, has been synthesized and exhibits a reasonably high room-temperature conductivity of 0.05-0.3 mS/cm, which shows the promise of Li-ion conductor discovery based on lattice dynamics.
View details for DOI 10.1016/j.isci.2019.05.036
View details for Web of Science ID 000473321700022
View details for PubMedID 31203184
View details for PubMedCentralID PMC6581664
Specific Reaction Parameter Density Functional Based on the Meta-Generalized Gradient Approximation: Application to H-2 + Cu(111) and H-2 + Ag(111)
JOURNAL OF PHYSICAL CHEMISTRY A
2019; 123 (25): 5395–5406
Specific reaction parameter density functionals (SRP-DFs), which can describe dissociative chemisorption reactions on metals to within chemical accuracy, have so far been based on exchange functionals within the generalized gradient approximation (GGA) and on GGA correlation functionals or van der Waals correlation functionals. These functionals are capable of describing the molecule-metal surface interaction accurately, but they suffer from the general GGA problem that this can be done only at the cost of a rather poor description of the metal. Here, we show that it is possible also to construct SRP-DFs for H2 dissociation on Cu(111) based on meta-GGA functionals, introducing three new functionals based on the "made-simple" (MS) concept. The exchange parts of the three functionals (MS-PBEl, MS-B86bl, and MS-RPBEl) are based on the expressions for the PBE, B86b, and RPBE exchange functionals. Quasi-classical trajectory (QCT) calculations performed with potential energy surfaces (PESs) obtained with the three MS functionals reproduce molecular beam experiments on H2, D2 + Cu(111) with chemical accuracy. Therefore, these three non-empirical functionals themselves are also capable of describing H2 dissociation on Cu(111) with chemical accuracy. Similarly, QCT calculations performed on the MS-PBEl and MS-B86bl PESs reproduced molecular beam and associative desorption experiments on D2, H2 + Ag(111) more accurately than was possible with the SRP48 density functional for H2 + Cu(111). Also, the three new MS functionals describe the Cu, Ag, Au, and Pt metals more accurately than the all-purpose Perdew-Burke-Ernzerhof (PBE) functional. The only disadvantage we noted of the new MS functionals is that, as found for the example of H2 + Cu(111), the reaction barrier height obtained by taking weighted averages of the MS-PBEl and MS-RPBEl functionals is tunable over a smaller range (9 kJ/mol) than possible with the standard GGA PBE and RPBE functionals (33 kJ/mol). As a result of this restricted tunability, it is not possible to construct an SRP-DF for H2 + Ag(111) on the basis of the three examined MS meta-GGA functionals.
View details for DOI 10.1021/acs.jpca.9b02914
View details for Web of Science ID 000473251700024
View details for PubMedID 31149824
View details for PubMedCentralID PMC6600505
Multi-ion Conduction in Li3OCl Glass Electrolytes
JOURNAL OF PHYSICAL CHEMISTRY LETTERS
2019; 10 (9): 2264–69
Antiperovskite glasses such as Li3OCl and doped analogues have been proposed as excellent electrolytes for all-solid-state Li ion batteries (ASSB). Incorporating these electrolytes in ASSBs results in puzzling properties. This Letter describes a theoretical Li3OCl glass created by conventional melt-quench procedures. The ion conductivities are calculated using molecular dynamics based on a polarizable force field that is fitted to an extensive set of density functional theory-based energies, forces, and stresses for a wide range of nonequilibrium structures encompassing crystal, glass, and melt. We find high Li+ ion conductivity in good agreement with experiments. However, we also find that the Cl- ion is mobile as well so that the Li3OCl glass is not a single-ion conductor, with a transference number t + ≈ 0.84. This has important implications for its use as an electrolyte for all-solid-state batteries because the Cl could react irreversibly with the electrodes and/or produce glass decomposition during discharge-charge.
View details for DOI 10.1021/acs.jpclett.9b00500
View details for Web of Science ID 000466991300036
View details for PubMedID 30995402
- Combining Experiment and Theory To Unravel the Mechanism of Two-Electron Oxygen Reduction at a Selective and Active Co-catalyst ACS CATALYSIS 2018; 8 (12): 11940–51
Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene
ACS CENTRAL SCIENCE
2017; 3 (12): 1286–93
Single transition metal atoms embedded at single vacancies of graphene provide a unique paradigm for catalytic reactions. We present a density functional theory study of such systems for the electrochemical reduction of CO. Theoretical investigations of CO electrochemical reduction are particularly challenging in that electrochemical activation energies are a necessary descriptor of activity. We determined the electrochemical barriers for key proton-electron transfer steps using a state-of-the-art, fully explicit solvent model of the electrochemical interface. The accuracy of GGA-level functionals in describing these systems was also benchmarked against hybrid methods. We find the first proton transfer to form CHO from CO to be a critical step in C1 product formation. On these single atom sites, the corresponding barrier scales more favorably with the CO binding energy than for 211 and 111 transition metal surfaces, in the direction of improved activity. Intermediates and transition states for the hydrogen evolution reaction were found to be less stable than those on transition metals, suggesting a higher selectivity for CO reduction. We present a rate volcano for the production of methane from CO. We identify promising candidates with high activity, stability, and selectivity for the reduction of CO. This work highlights the potential of these systems as improved electrocatalysts over pure transition metals for CO reduction.
View details for PubMedID 29296669
View details for PubMedCentralID PMC5746853
- Li+ Defects in a Solid-State Li Ion Battery: Theoretical Insights with a Li3OCl Electrolyte CHEMISTRY OF MATERIALS 2017; 29 (10): 4330–40
Pressure-induced structural, electronic, and optical evolution of hybrid perovskites
AMER CHEMICAL SOC. 2017
View details for Web of Science ID 000430569103603
Hybrid perovskites under pressure: Accessing new properties through lattice compression
AMER CHEMICAL SOC. 2017
View details for Web of Science ID 000430569103671
- Hydrodeoxygenation of Phenol to Benzene and Cyclohexane on Rh(111) and Rh(211) Surfaces: Insights from Density Functional Theory JOURNAL OF PHYSICAL CHEMISTRY C 2016; 120 (33): 18529–37
- Elucidating the electronic structure of supported gold nanoparticles and its relevance to catalysis by means of hard X-ray photoelectron spectroscopy SURFACE SCIENCE 2016; 650: 24-33
- mBEEF-vdW: Robust fitting of error estimation density functionals PHYSICAL REVIEW B 2016; 93 (23)
High-pressure single-crystal structures of 3D lead-halide hybrid perovskites and pressure effects on their electronic and optical properties
ACS Cent. Sci
2016; 2: 201
We report the first high-pressure single-crystal structures of hybrid perovskites. The crystalline semiconductors (MA)PbX3 (MA = CH3NH3 (+), X = Br(-) or I(-)) afford us the rare opportunity of understanding how compression modulates their structures and thereby their optoelectronic properties. Using atomic coordinates obtained from high-pressure single-crystal X-ray diffraction we track the perovskites' precise structural evolution upon compression. These structural changes correlate well with pressure-dependent single-crystal photoluminescence (PL) spectra and high-pressure bandgaps derived from density functional theory. We further observe dramatic piezochromism where the solids become lighter in color and then transition to opaque black with compression. Indeed, electronic conductivity measurements of (MA)PbI3 obtained within a diamond-anvil cell show that the material's resistivity decreases by 3 orders of magnitude between 0 and 51 GPa. The activation energy for conduction at 51 GPa is only 13.2(3) meV, suggesting that the perovskite is approaching a metallic state. Furthermore, the pressure response of mixed-halide perovskites shows new luminescent states that emerge at elevated pressures. We recently reported that the perovskites (MA)Pb(Br x I1-x )3 (0.2 < x < 1) reversibly form light-induced trap states, which pin their PL to a low energy. This may explain the low voltages obtained from solar cells employing these absorbers. Our high-pressure PL data indicate that compression can mitigate this PL redshift and may afford higher steady-state voltages from these absorbers. These studies show that pressure can significantly alter the transport and thermodynamic properties of these technologically important semiconductors.
View details for DOI 10.1021/acscentsci.6b00055
View details for PubMedCentralID PMC4850512
- Interfacial Challenges in Solid-State Li Ion Batteries JOURNAL OF PHYSICAL CHEMISTRY LETTERS 2015; 6 (22): 4599–4604
- From the Sabatier principle to a predictive theory of transition-metal heterogeneous catalysis JOURNAL OF CATALYSIS 2015; 328: 36-42
- Inherent Enhancement of Electronic Emission from Hexaboride Heterostructure PHYSICAL REVIEW APPLIED 2014; 2 (2)
- DFT Study of Atomically-Modified Alkali-Earth Metal Oxide Films on Tungsten JOURNAL OF PHYSICAL CHEMISTRY C 2014; 118 (21): 11303-11309
- Effects of d-band shape on the surface reactivity of transition-metal alloys PHYSICAL REVIEW B 2014; 89 (11)
- Tunneling and Polaron Charge Transport through Li2O2 in Li-O-2 Batteries JOURNAL OF PHYSICAL CHEMISTRY LETTERS 2013; 4 (20): 3494-3499
- Formation of heavy d-electron quasiparticles in Sr3Ru2O7 NEW JOURNAL OF PHYSICS 2013; 15
- Thermionic current densities from first principles. journal of chemical physics 2013; 138 (20): 204701-?
Thermionic current densities from first principles.
journal of chemical physics
2013; 138 (20): 204701-?
We present a density functional theory-based method for calculating thermionic emission currents from a cathode into vacuum using a non-equilibrium Green's function approach. It does not require semi-classical approximations or crude simplifications of the electronic structure used in previous methods and thus provides quantitative predictions of thermionic emission for adsorbate-coated surfaces. The obtained results match well with experimental measurements of temperature-dependent current densities. Our approach can thus enable computational design of composite electrode materials.
View details for DOI 10.1063/1.4805002
View details for PubMedID 23742494
An orbital-overlap model for minimal work functions of cesiated metal surfaces
JOURNAL OF PHYSICS-CONDENSED MATTER
2012; 24 (44)
We introduce a model for the effect of cesium adsorbates on the work function of transition metal surfaces. The model builds on the classical point-dipole equation by adding exponential terms that characterize the degree of orbital overlap between the 6s states of neighboring cesium adsorbates and its effect on the strength and orientation of electric dipoles along the adsorbate-substrate interface. The new model improves upon earlier models in terms of agreement with the work function-coverage curves obtained via first-principles calculations based on density functional theory. All the cesiated metal surfaces have optimal coverages between 0.6 and 0.8 monolayers, in accordance with experimental data. Of all the cesiated metal surfaces that we have considered, tungsten has the lowest minimum work function, also in accordance with experiments.
View details for DOI 10.1088/0953-8984/24/44/445007
View details for Web of Science ID 000310571100009
View details for PubMedID 23018485
Density functional theory based screening of ternary alkali-transition metal borohydrides: A computational material design project
JOURNAL OF CHEMICAL PHYSICS
2009; 131 (1)
We present a computational screening study of ternary metal borohydrides for reversible hydrogen storage based on density functional theory. We investigate the stability and decomposition of alloys containing 1 alkali metal atom, Li, Na, or K (M(1)); and 1 alkali, alkaline earth or 3d/4d transition metal atom (M(2)) plus two to five (BH(4))(-) groups, i.e., M(1)M(2)(BH(4))(2-5), using a number of model structures with trigonal, tetrahedral, octahedral, and free coordination of the metal borohydride complexes. Of the over 700 investigated structures, about 20 were predicted to form potentially stable alloys with promising decomposition energies. The M(1)(Al/Mn/Fe)(BH(4))(4), (Li/Na)Zn(BH(4))(3), and (Na/K)(Ni/Co)(BH(4))(3) alloys are found to be the most promising, followed by selected M(1)(Nb/Rh)(BH(4))(4) alloys.
View details for DOI 10.1063/1.3148892
View details for Web of Science ID 000267799100002
View details for PubMedID 19586090
Structural stability and decomposition of Mg(BH4)(2) isomorphs-an ab initio free energy study
JOURNAL OF PHYSICS-CONDENSED MATTER
2009; 21 (1): 012203
We present the first comprehensive comparison between free energies, based on a phonon dispersion calculation within density functional theory, of theoretically predicted structures and the experimentally proposed α (P6(1)) and β (Fddd) phases of the promising hydrogen storage material Mg(BH(4))(2). The recently proposed low-density [Formula: see text] ground state is found to be thermodynamically unstable, with soft acoustic phonon modes at the Brillouin zone boundary. We show that such acoustic instabilities can be detected by a macroscopic distortion of the unit cell. Following the atomic displacements of the unstable modes, we have obtained a new F 222 structure, which has a lower energy than all previously experimentally and theoretically proposed phases of Mg(BH(4))(2) and is free of imaginary eigenmodes. A new meta-stable high-density I4(1)/amd structure is also derived from the [Formula: see text] phase. Temperatures for the decomposition are found to be in the range of 400-470 K and largely independent of the structural complexity, as long as the primary cation coordination polyhedra are properly represented. This opens a possibility of using simple model structures for screening and prediction of finite temperature stability and decomposition temperatures of novel borohydride systems.
View details for DOI 10.1088/0953-8984/21/1/012203
View details for Web of Science ID 000261517500004
View details for PubMedID 21817204
Gamma-point lattice free energy estimates from O(1) force calculations
JOURNAL OF CHEMICAL PHYSICS
2008; 128 (18): 184708
We present a new method for estimating the vibrational free energy of crystal (and molecular) structures employing only a single force calculation, for a particularly displaced configuration, in addition to the calculation of the ground state configuration. This displacement vector is the sum of the phonon eigenvectors obtained from a fast-relative to, e.g., density-functional theory (DFT)-Hessian calculation using interatomic potentials. These potentials are based here on effective charges obtained from a DFT calculation of the ground state electronic charge density but could also be based on other, e.g., empiric approaches.
View details for DOI 10.1063/1.2919122
View details for Web of Science ID 000255983500052
View details for PubMedID 18532837
- Point defect dynamics in sodium aluminum hydrides - A combined quasielastic neutron scattering and density functional theory study ELSEVIER SCIENCE SA. 2007: 469–73
Hydrogen dynamics in Na3AlH6: A combined density functional theory and quasielastic neutron scattering study
JOURNAL OF PHYSICAL CHEMISTRY B
2007; 111 (15): 3886–92
Understanding the elusive catalytic role of titanium-based additives on the reversible hydrogenation of complex hydrides is an essential step toward developing hydrogen storage materials for the transport sector. Improved bulk diffusion of hydrogen is one of the proposed effects of doping sodium alanate with TiCl3, and here we study hydrogen dynamics in doped and undoped Na3AlH6 using a combination of density functional theory calculations and quasielastic neutron scattering. The hydrogen dynamics is found to be vacancy mediated and dominated by localized jump events, whereas long-range bulk diffusion requires significant activation. The fraction of mobile hydrogen is found to be small for both undoped and doped Na3AlH6, even at 350 K, and improved hydrogen diffusion as a result of bulk-substituted titanium is found to be unlikely. We also propose that previously detected low-temperature point defect motion in sodium alanate could result from vacancy-mediated sodium diffusion.
View details for DOI 10.1021/jp0667036
View details for Web of Science ID 000245635100005
View details for PubMedID 17388555