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result(s) for
"Tuckman, Harrison"
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Effects of Mechanosensory Input on the Tracking of Pulsatile Odor Stimuli by Moth Antennal Lobe Neurons
2021
Air turbulence ensures that in a natural environment insects tend to encounter odor stimuli in a pulsatile fashion. The frequency and duration of odor pulses varies with distance from the source, and hence successful mid-flight odor tracking requires resolution of spatiotemporal pulse dynamics. This requires both olfactory and mechanosensory input (from wind speed), a form of sensory integration observed within the antennal lobe (AL). In this work, we employ a model of the moth AL to study the effect of mechanosensory input on AL responses to pulsatile stimuli; in particular, we examine the ability of model neurons to: (1) encode the temporal length of a stimulus pulse; (2) resolve the temporal dynamics of a high frequency train of brief stimulus pulses. We find that AL glomeruli receiving olfactory input are adept at encoding the temporal length of a stimulus pulse but less effective at tracking the temporal dynamics of a pulse train, while glomeruli receiving mechanosensory input but little olfactory input can efficiently track the temporal dynamics of high frequency pulse delivery but poorly encode the duration of an individual pulse. Furthermore, we show that stronger intrinsic small-conductance calcium-dependent potassium (SK) currents tend to skew cells toward being better trackers of pulse frequency, while weaker SK currents tend to entail better encoding of the temporal length of individual pulses. We speculate a possible functional division of labor within the AL, wherein, for a particular odor, glomeruli receiving strong olfactory input exhibit prolonged spiking responses that facilitate detailed discrimination of odor features, while glomeruli receiving mechanosensory input (but little olfactory input) serve to resolve the temporal dynamics of brief, pulsatile odor encounters. Finally, we discuss how this hypothesis extends to explaining the functional significance of intraglomerular variability in observed phase II response patterns of AL neurons.
Journal Article
Themes of Aufbau Suppression in Excited-State-Specific Coupled Cluster and Perturbation Theories
2025
Many categories of electronically excited states remain challenging for traditional electronic structure methods. Modeling charge transfer excitations in particular requires treatment of post-excitation orbital relaxation effects which are difficult to incorporate with linear response methods. Therefore, this work introduces Aufbau suppressed coupled cluster theory, an excited-state-specific coupled cluster ansatz which tailors its correlation treatment directly for an excited state of interest. Through the introduction of an Aufbau suppressing deexcitation operator, excited states can be targeted directly while maintaining much of the same framework utilized in ground state coupled cluster theory. In particular, this approach maintains the systematic improvability, size extensivity, size consistency, an N6 scaling, and a single reference framework paradigmatic of the ground state coupled cluster theory. Furthermore, this approach can be motivated from a perturbative perspective, allowing for improvements in accuracy via a partial linearization of key terms. Ultimately, this results in an accuracy comparable to similar cost equation-of-motion coupled cluster theory on simple valence and Rydberg states, but a notable 0.25 eV average improvement on charge transfer states resulting in average errors less than 0.1 eV for these traditionally challenging states. Moreover, the same perturbative insights also yield cost-cutting approximations which maintain the accuracy of the full approach while reducing costs to non-iterative N5 , thereby enabling study of systems containing up to 100 atoms and 800 basis functions in its pilot implementation.
Dissertation
Aufbau Suppressed Coupled Cluster Theory for Electronically Excited States
2024
We introduce an approach to improve single-reference coupled cluster theory in settings where the Aufbau determinant is absent from or plays only a small role in the true wave function. Using a de-excitation operator that can be efficiently hidden within a similarity transform, we create a coupled cluster wave function in which de-excitations work to suppress the Aufbau determinant and produce wave functions dominated by other determinants. Thanks to an invertible and fully exponential form, the approach is systematically improvable, size consistent, size extensive, and, interestingly, size intensive in a granular way that should make the adoption of some ground state techniques such as local correlation relatively straightforward. In this initial study, we apply the general formalism to create a state-specific method for orbital-relaxed singly excited states. We find that this approach matches the accuracy of similar-cost equation-of-motion methods in valence excitations while offering improved accuracy for charge transfer states. We also find the approach to be more accurate than excited-state-specific perturbation theory in both types of states.
An Excited-State-Specific Pseudoprojected Coupled-Cluster Theory
2023
We present an excited-state-specific coupled-cluster approach in which both the molecular orbitals and cluster amplitudes are optimized for an individual excited state. The theory is formulated via a pseudoprojection of the traditional coupled-cluster wavefunction that allows correlation effects to be introduced atop an excited state mean field starting point. The approach shares much in common with ground state CCSD, including size extensivity and an \\(N^6\\) cost scaling. Preliminary numerical tests show that, when augmented with \\(N^5\\)-cost perturbative corrections for key terms, the method can improve over excited-state-specific second order perturbation theory in valence, charge transfer, and Rydberg states.
One-Body Properties and Their Perturbative Accuracy with Aufbau Suppressed Coupled Cluster Theory
by
Bready, Conor
,
Neuscamman, Eric
,
Tuckman, Harrison
in
Clusters
,
Dipole moments
,
Molecular orbitals
2026
We derived and implemented the calculation of the one-body reduced density matrix for Aufbau suppressed coupled cluster theory, from which excited state natural orbitals and one-body properties, like atomic populations and dipole moments, are obtained. We utilized the natural orbitals to refine the ASCC solution for simple valence and Rydberg systems, exploring the process of repeatedly solving the ASCC equations in successive natural orbital bases to achieve independence from the starting molecular orbitals. For dipole moments in small molecules where high-level comparison data is available, we find that the accuracy of ASCC essentially matches that of linear response and equation-of-motion coupled cluster as long as care is taken to preserve the response's perturbative completeness.
Fast and Accurate Charge Transfer Excitations via Nested Aufbau Suppressed Coupled Cluster
2025
Modeling charge transfer well can require treating post-excitation orbital relaxations and handling medium to large molecules in realistic environments. By combining a state-specific correlation treatment with such orbital relaxations, Aufbau suppressed coupled cluster has proven accurate for charge transfer, but, like many coupled cluster methods, it struggles with large system sizes. We derive a low-cost Aufbau suppressed second order perturbation theory and show that, by nesting a small coupled cluster treatment inside of it, computational cost and scaling are reduced while accuracy is maintained. Formal asymptotic costs are dropped from iterative \\(N^6\\) to non-iterative \\(N^5\\) plus iterative \\(N^3\\), and we test an initial implementation that can handle about 100 atoms and 800 orbitals on a single computational node. Charge transfer excitation energy errors are typically below 0.1 eV on average, with an average 0.25 eV improvement over \\(N^6\\)-cost equation of motion coupled cluster with singles and doubles.
Aufbau Suppressed Coupled Cluster Theory for Doubly Excited States
by
Tuckman, Harrison
,
Qasim Javed
,
Neuscamman, Eric
in
Asymptotic methods
,
Clusters
,
Equations of motion
2026
We generalize the Aufbau suppressed coupled cluster formalism into the realm of doubly excited states by deriving, implementing, and testing a wave function initialization strategy that allows the zeroth order wave function to match the largest configurations of a doubly excited reference wave function while maintaining the method's overall asymptotic cost parity with ground state singles and doubles theory. Starting from state-averaged complete active space self consistent field references, this approach produces highly accurate excitation energies for states dominated by a single doubly excited determinant, as well as states in glyoxal and similar molecules where two different doubly excited determinants have large weights. Typical excitation energy errors in both types of states are on the order of 0.15 eV, with the largest observed error being 0.3 eV. These errors stand in stark contrast to equation of motion methods, where typical errors are 4 to 6 eV at the singles and doubles level and 0.4 to 0.8 eV at the full triples level. It remains an open question how best to generalize the Aufbau suppression approach into an even wider variety of multi-configurational double excitations, but these early results offer strong motivation for further investigation.
Aufbau Suppressed Coupled Cluster Theory for Doubly Excited States
by
Tuckman, Harrison
,
Qasim Javed
,
Neuscamman, Eric
in
Asymptotic methods
,
Clusters
,
Equations of motion
2026
We generalize the Aufbau suppressed coupled cluster formalism into the realm of doubly excited states by deriving, implementing, and testing a wave function initialization strategy that allows the zeroth order wave function to match the largest configurations of a doubly excited reference wave function while maintaining the method's overall asymptotic cost parity with ground state singles and doubles theory. Starting from state-averaged complete active space self consistent field references, this approach produces highly accurate excitation energies for states dominated by a single doubly excited determinant, as well as states in glyoxal and similar molecules where two different doubly excited determinants have large weights. Typical excitation energy errors in both types of states are on the order of 0.15 eV, with the largest observed error being 0.3 eV. These errors stand in stark contrast to equation of motion methods, where typical errors are 4 to 6 eV at the singles and doubles level and 0.4 to 0.8 eV at the full triples level. It remains an open question how best to generalize the Aufbau suppression approach into an even wider variety of multi-configurational double excitations, but these early results offer strong motivation for further investigation.
Analytic First Derivatives of Aufbau Suppressed Coupled Cluster Theory and their Perturbative Accuracy
by
Tuckman, Harrison
,
Bready, Conor
,
Neuscamman, Eric
in
Clusters
,
Dipole moments
,
Molecular orbitals
2025
We derived and implemented analytic first derivatives for Aufbau suppressed coupled cluster theory to calculate the one-body reduced density matrix, from which excited state natural orbitals and one-body properties, like atomic populations and dipole moments, are obtained. We utilized the natural orbitals to refine the ASCC solution for simple valence and Rydberg systems, exploring the process of repeatedly solving the ASCC equations in successive natural orbital bases to achieve independence from the starting molecular orbitals. For dipole moments in small molecules where high-level comparison data is available, we find that the accuracy of ASCC essentially matches that of linear response and equation-of-motion coupled cluster as long as care is taken to preserve the response's perturbative completeness.
Aufbau suppressed coupled cluster as a post-linear-response method
2025
We investigate the ability of Aufbau suppressed coupled cluster theory to act as a post-linear-response correction to widely used linear response methods for electronically excited states. We find that the theory is highly resilient to shortcomings in the underlying linear response method, with final results from less accurate starting points nearly as good as those from the best starting points. This pattern is especially stark in charge transfer states, where the approach converts starting points with multi-eV errors into post-linear-response results with errors on the order of 0.1 eV. These findings highlight the ability of Aufbau suppressed coupled cluster to perform its own orbital relaxations and raise the question of whether initializing it with an orbital relaxed reference is worth the trouble.