John P. Perdew’s research while affiliated with Temple University and other places

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Publications (480)


Comparison of meta-GGAs, DFT + U corrections, and hybrid functionals for polaronic point defects in layered MnO 2 , NiO 2 , and KCoO 2
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November 2024

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19 Reads

Physical Review B

Raj K. Sah

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John P. Perdew



Ionization energy: sd transfer error and Perdew-Zunger self-interaction correction energy penalty in 3d atoms

September 2024

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10 Reads

To accurately describe the energetics of transition metal systems, density functional approximations (DFAs) must provide a balanced description of s- and d- electrons. One measure of this is the sd transfer error, which has previously been defined as E(3dn14s1)E(3dn24s2)E(\mathrm{3d}^{n-1} \mathrm{4s}^1) -E(\mathrm{3d}^{n-2} \mathrm{4s}^2). Theoretical concerns have been raised on the validity of these results owing to the evaluation of excited-state energies using ground-state DFAs. A more serious concern appears to be strong correlations in the 4s2\mathrm{4s}^2 configuration. Here we define a ground-state measure of the sd transfer error, based on the errors of s- and d-electron second ionization energies of the atoms, that effectively circumvents the aforementioned problems. We find an improved performance as we move from LSDA to PBE to r2^2SCAN for first-row transition metal atoms. However, we found large (~ 2 eV) ground-state sd transfer errors when applying a Perdew-Zunger self-interaction correction. This is attributed to an "energy penalty" associated with the noded 3d orbitals. A local scaling of the self-interaction correction to LSDA results in a cancellation of s- and d-errors.



FIG. 1. Rectangular unit cell of monolayer MoS 2 . Only the S (yellow) atoms in the plane above the plane of the Mo (purple) atoms can be seen. Those in the plane below are obscured by those above. The lattice constant a is the length of the rectangular unit cell in the x-direction and b in the y-direction.
FIG. 4. PBE band gap E g as a function of equal strain ϵ applied along both the x and y directions using a rectangular unit cell of monolayer MoS 2 (equivalent to a Poisson's ratio of -1).
FIG. S1. The structure of the trigonal prism of the 1H MoS 2 monolayer. The direction AB is that of the x axis, and the y axis is perpendicular to AB, as in Figure 1. The three angles α, β, and γ, and bond lengths a and b are denoted in different colors for clarity.
Effect of Strain on the Band Gap of Monolayer MoS$_2
  • Preprint
  • File available

June 2024

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107 Reads

Monolayer MoS2\mathrm{MoS_2} under strain has many interesting properties and possible applications in technology. A recent experimental study examined the effect of strain on the bandgap of monolayer MoS2\mathrm{MoS_2} on a mildly curved graphite surface, reporting that under biaxial strain with a Poisson's ratio of 0.44, the bandgap decreases at a rate of 400 meV/% strain. In this work, we performed density functional theory (DFT) calculations for a free-standing MoS2\mathrm{MoS_2} monolayer, using the generalized gradient approximation (GGA) PBE, the hybrid functional HSE06, and many-body perturbation theory with the GW approximation using PBE wavefunctions (G0W0@PBE). We found that under biaxial strain with the experimental Poisson's ratio, the bandgap decreases at rates of 63 meV/% strain (PBE), 73 meV/% strain (HSE06), and 43 meV/% strain (G0W0@PBE), which are significantly smaller than the experimental rate. We also found that PBE predicts a similarly smaller rate (90 meV/% strain) for a different Poisson's ratio of 0.25. Spin-orbit correction (SOC) has little effect on the gap or its strain dependence. Additionally, we observed a semiconductor-to-metal transition under an equal tensile biaxial strain of 10% and a transition from a direct to an indirect bandgap, consistent with previous theoretical work.

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Vertical Ionization Energies, Generalized Kohn-Sham Orbital Energies, and the Curious Case of the Copper Oxide Anions

June 2024

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17 Reads

Are the vertical ionization energies from a bound electronic system, initially in its ground state, equal to minus the corresponding exact Kohn-Sham orbital energies of density functional theory (DFT)? This is known to be true for the first or lowest vertical ionization energy. We show that the correction from time-dependent DFT arises from the continuum and need not vanish. Recent work compared the experimental photoemission thresholds of the molecules Cu2O−, CuO−, CuO− 2 , and CuO3− with minus the corresponding orbital energies from a generalized gradient approximation (GGA) and its global and range-separated hybrids with exact exchange, finding striking differences which were attributed to self-interaction error, strong correlation, or both. Here we extend that work to include the local spin density approximation (LSDA), its Perdew-Zunger self-interaction correction with Fermi-L¨owdin localized orbitals (LSDASIC), a quasi-self-consistent locally scaled-down version of LSDA-SIC (QLSIC), and the Quantum Theory Project QTP02 range-separated hybrid functional, all but LSDA implemented in a generalized Kohn-Sham approach. QTP02 impressively yields a near equality for many sp-bonded molecules. But, for the copper oxide anions studied here, none of the tested methods reproduces the experimental photoemission thresholds.


How does HF-DFT achieve chemical accuracy for water clusters?

April 2024

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19 Reads

Bolstered by recent calculations of exact functional-driven errors (FEs) and density-driven errors (DEs) of semi-local density functionals in the water dimer binding energy [Kanungo et al., J. Phys. Chem. Lett. 2023, 15, 323], we investigate approximate FEs and DEs in neutral water clusters containing up to 20 monomers, charged water clusters, and alkali- and halide-water clusters. Our proxy for the exact density is r2SCAN50, a 50% global hybrid of exact exchange with r2SCAN, which may be less correct than r2SCAN for the compact water monomer but importantly more correct for long-range electron transfers in the non-compact water clusters. We show that SCAN makes substantially larger FEs for neutral water clusters than r2SCAN, while both make essentially the same DEs. Unlike the case for barrier heights, these FEs are small in a relative sense, and become large in an absolute sense only due to an increase in cluster size. SCAN@HF produces a cancellation of errors that makes it chemically accurate for predicting the absolute binding energies of water clusters. Likewise, adding a long-range dispersion correction to r2SCAN@HF, as in the composite method HF-r2SCAN-DC4, makes its FE more negative than in r2SCAN@HF, permitting a near-perfect cancellation of FE and DE. r2SCAN by itself (and even more so, r2SCAN evaluated on the r2SCAN50 density), is almost perfect for the energy differences between water hexamers, and thus probably also for liquid water away from the boiling point. Thus the accuracy of composite methods like SCAN@HF and HF-r2SCAN-DC4 is not due to the HF density being closer to the exact density, but to a compensation of errors from its greater degree of localization. We also give an argument for the approximate reliability of this unconventional error cancellation for diverse molecular properties. Finally, we confirm this unconventional error cancellation for the SCAN description of the water trimer via Kohn-Sham inversion of the CCSD(T) density.


Comparison of symmetry-broken (antiferromagnetic) LSDA and PBE⁴⁴ binding energy curves with the experimental binding energy curve⁵ fit to cubic splines.
Spin-density isosurfaces of the two symmetry-broken solutions (AFM and new) for the chromium dimer in LSDA-rFLOSIC. Blue/yellow isosurfaces correspond to an isosurface level of ±0.005 in atomic units. The isosurface for the new state consists of multiple “lobes,” indicating strong hybridization of orbitals. Isosurface plots were generated using VESTA.⁶² (a) AFM state. (b) New state.
Optimized FOD positions of the two symmetry-broken solutions (AFM and new) for the dimer in LSDA-rFLOSIC. The green/gray spheres depict the 24 spin-up/spin-down FODs. Although no symmetry constraints were placed, the FODs appear to display mirror symmetry about a plane perpendicular to the bond axis passing through the bond center. FODs were visualized using VESTA.⁶² (a) AFM state. (b) New state.
Spin density isosurfaces and optimized FOD positions for the new atomic solution in LSDA-rFLOSIC. (a) and (b) The side and front views of the isosurfaces of the spin density (blue/yellow isosurfaces correspond to isosurface levels of ±0.005 in atomic units). (c) The 24 optimized FOD positions where the green/gray spheres depict the 12 spin-up/spin-down FODs. The FOD visualization and generation of isosurface plots were done using the VESTA software.⁶² (a) Side view. (b) Front view. (c) Optimized FOD positions.
Symmetry breaking and self-interaction correction in the chromium atom and dimer

April 2024

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14 Reads

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6 Citations

Density functional approximations to the exchange–correlation energy can often identify strongly correlated systems and estimate their energetics through energy-minimizing symmetry-breaking. In particular, the binding energy curve of the strongly correlated chromium dimer is described qualitatively by the local spin density approximation (LSDA) and almost quantitatively by the Perdew–Burke–Ernzerhof generalized gradient approximation (PBE-GGA), where the symmetry breaking is antiferromagnetic for both. Here, we show that a full Perdew–Zunger self-interaction-correction (SIC) to LSDA seems to go too far by creating an unphysical symmetry-broken state, with effectively zero magnetic moment but non-zero spin density on each atom, which lies ∼4 eV below the antiferromagnetic solution. A similar symmetry-breaking, observed in the atom, better corresponds to the 3d↑↑4s↑3d↓↓4s↓ configuration than to the standard 3d↑↑↑↑↑4s↑. For this new solution, the total energy of the dimer at its observed bond length is higher than that of the separated atoms. These results can be regarded as qualitative evidence that the SIC needs to be scaled down in many-electron regions.


Challenges for density functional theory in simulating metal–metal singlet bonding: A case study of dimerized VO2

April 2024

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18 Reads

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6 Citations

VO2 is renowned for its electric transition from an insulating monoclinic (M1) phase, characterized by V–V dimerized structures, to a metallic rutile (R) phase above 340 K. This transition is accompanied by a magnetic change: the M1 phase exhibits a non-magnetic spin-singlet state, while the R phase exhibits a state with local magnetic moments. Simultaneous simulation of the structural, electric, and magnetic properties of this compound is of fundamental importance, but the M1 phase alone has posed a significant challenge to the density functional theory (DFT). In this study, we show none of the commonly used DFT functionals, including those combined with on-site Hubbard U to treat 3d electrons better, can accurately predict the V–V dimer length. The spin-restricted method tends to overestimate the strength of the V–V bonds, resulting in a small V–V bond length. Conversely, the spin-symmetry-breaking method exhibits the opposite trends. Each of these two bond-calculation methods underscores one of the two contentious mechanisms, i.e., Peierls lattice distortion or Mott localization due to electron–electron repulsion, involved in the metal–insulator transition in VO2. To elucidate the challenges encountered in DFT, we also employ an effective Hamiltonian that integrates one-dimensional magnetic sites, thereby revealing the inherent difficulties linked with the DFT computations.


Citations (57)


... In its ground-state singlet X 1 Σ + g configuration, the Cr 2 dimer forms a formal sextuple bond, which has been experimentally shown to be weak, with an unusually shaped potential energy curve. 72 Experimental data show that the dissociation curve of Cr 2 exhibits a weakly bonding minimum at 1.6788 Å and forms a "shoulder" at larger distances before asymptotically dissociating into free high-spin 7 S Cr atoms. 70 This unusual curve shape is attributed to the difference in size and extent of the 3d and 4s orbitals. ...

Reference:

Multiconfigurational short-range on-top pair-density functional theory
Symmetry breaking and self-interaction correction in the chromium atom and dimer

... Even the computationally heavier hybrid functionals [15][16][17][18][19][20][21] yield incorrect magnetic orders and energy ordering of the different VO 2 phases, although this can be partially alleviated by varying the amount of Fock exchange [20,[22][23][24]. Recently, meta-GGA functionals such as SCAN have also been employed to study VO 2 ; these give improved lattice parameters [21,25] but lead to unphysical formation of local moments in the dimerized M1 phase [26]. ...

Challenges for density functional theory in simulating metal–metal singlet bonding: A case study of dimerized VO2

... For complex materials with d-and f -electrons, LDA and GGAs often fail to accurately capture their electronic structures [13][14][15][16] and phonon properties [17][18][19][20], resulting in limited predictions for EPC. While methods like DFPT+U can improve accuracy [20,21], they rely on parameterizations specific for d-and f -electrons. ...

Comparing first-principles density functionals plus corrections for the lattice dynamics of YBa2Cu3O6

... The distinction between direct and indirect effects of self-interaction has been drawn recently, for example, in the analysis of DFT errors in reaction barrier heights. 24,25 Abandoning the self-consistency and using model SI-free orbitals has also been considered by Burke and co-workers. 26,27 In this work we reexamine the two issues that complicate the analysis of SI errors by focusing on the SI effects on the (mean-field) exchange energy (rather than combining the effects of SI on exchange and correlation together). ...

Unconventional Error Cancellation Explains the Success of Hartree–Fock Density Functional Theory for Barrier Heights
  • Citing Article
  • January 2024

The Journal of Physical Chemistry Letters

... For example, an important property of such a functional is the density scaling property. In the article 40 , it was shown that this property can be effectively taken into account using contrastive representation learning. Concerning our model, this means that the densities and all values obtained from it should be fed into NN-E and NN-V not in a "pure" form, but transformed using an encoder trained in an unsupervised way. ...

Incorporation of density scaling constraint in density functional design via contrastive representation learning

... This work provides a useful approach to "design" the phase behavior of DNA constructs by a suitable choice of the constituent nucleotide sequence. DelloStritto et al. 28 predict the properties of NiO using density functional theory (DFT) calculations and investigate the impact of various correlation and exchange approximations on its properties. The work by Jiang et al. 29 comprehensively assesses the thermodynamic stabilization, local order/disorder, and lattice distortion of a series of compositionally complex Ruddlesden-Popper layered perovskites. ...

Predicting the properties of NiO with density functional theory: Impact of exchange and correlation approximations and validation of the r2SCAN functional

... We have shown earlier that the two parameters of the Heyd-Scuseria-Ernzerhof (HSE) exchange functional 22 , i.e., α (for mixing non-local and semi-local exchange) and μ (to describe electronic screening), can be tuned so that the functional mimics the exact DFT exchange functional 23,24 . This means that it provides the piece-wise linear behaviour of the total energy as a function of the occupation numbers, with a proper derivative discontinuity at integer values 25 . The latter is equivalent with the reproduction of the exact single-particle band gap. ...

The Predictive Power of Exact Constraints and Appropriate Norms in Density Functional Theory
  • Citing Article
  • January 2023

Annual Review of Physical Chemistry

... Introduction: Despite its ability to treat the electron correlation of many molecular systems with mean-field computational cost, density functional theory (DFT) [1-4] has limitations in its treatment of charges [5,6], barrier heights [7], and bi-and multiradicals [8]. These limitations arise from the inability of the approximate functionals employed within DFT to provide a full description of static, or multireference, electron correlation. ...

Understanding Density-Driven Errors for Reaction Barrier Heights
  • Citing Article
  • January 2023

Journal of Chemical Theory and Computation

... However, spin symmetry breaking has also been observed to help in certain cases near the equilibrium bond length. For example, Perdew et al. 108 recently found that breaking the spin symmetry of the spatial orbitals leads to improved estimates for the atomization energy of C 2 with the SCAN functional, 109 since unrestricting the spin is found to lead to a lower energy at the optimal internuclear distance. However, the same procedure was found to lead to poorer agreement for the PW92 and PBE functionals, which overestimate the atomization energy already when the spin symmetry is not broken. ...

Symmetry Breaking with the SCAN Density Functional Describes Strong Correlation in the Singlet Carbon Dimer
  • Citing Article
  • December 2022

The Journal of Physical Chemistry A