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Record W3024718469

Density functional theory of molecular conductivity

2006· dissertation· en· W3024718469 on OpenAlexfundno aff
Sergey N. Maximoff

Bibliographic record

VenueRice Digital Scholarship Archive (Rice University) · 2006
Typedissertation
Languageen
FieldChemistry
TopicAdvanced Physical and Chemical Molecular Interactions
Canadian institutionsnot available
FundersDivision of ChemistryNatural Sciences and Engineering Research Council of CanadaRice University
KeywordsDensity functional theoryConductivityStatistical physicsPhysicsQuantum mechanics
DOInot available

Abstract

fetched live from OpenAlex

This thesis is about current-density functional theory. Current plays a role in three important types of physical systems: molecular electronic devices (MED), broken current-symmetry states of atoms and molecules, and states of atoms and molecules in external magnetic fields. Developments in these three areas of current-density functional theory are presented in this thesis. First, the thesis proposes an extension of conventional density functional theory that accounts for the direct current flow through a MED under a voltage bias. The irreversible current flow in a MED is introduced by coupling the MED to a pair of reservoirs at two distinct local equilibria. This coupling defines a model non-Hermitian Hamiltonian whose eigenfunctions correspond to the coherent current carrying modes of the MED. A stationarity principle for the irreversible state of MED is constructed that resembles the variational principle of conventional quantum mechanics. As an application of the stationarity principle, a generalization of Kohn-Sham density functional theory suitable for MEDs is derived. The developed current density functional theory is applied to a di-thiol benzene molecule under a voltage bias. The new approach agrees with the established non-equilibrium Green's functions method. Second, this thesis develops an approximate functional that accounts for the current dependence of the exchange-correlation energy in systems with broken current symmetry. Starting from the Perdew-Burke-Ernzerhof generalized gradient approximation, first principle conditions are employed to built a non-empirical exchange functional. Matching the correlation functional to that for exchange yields a current-dependent approximation for correlation. The resulting functional is given in a simple closed form. The benchmark of this functional against the broken current symmetry ground-states of open shell atoms indicates an improvement, as compared to the current-independent generalized gradient approximations. Third, this thesis presents a current-dependent approach to magnetic response properties of atoms and molecules. The NMR shielding tensors computed for a benchmark set of molecules indicate a superiority of the novel approach over the common generalized gradient approximations and hybrid functionals for strongly deshielded nuclei.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.210
Teacher spread0.200 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2006
Admission routes1
Has abstractyes

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