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The antisymmetrized geminal power (AGP) wave function has a long history and considerable conceptual appeal, but in many situations its accuracy is wanting. Here, we consider a form of configuration interaction (CI) based upon the AGP wave…

化学物理 · 物理学 2020-05-14 Thomas M. Henderson , Gustavo E. Scuseria

The antisymmetrized geminal power (AGP) wavefunction has a long history and is known by different names in various chemical and physical problems. There has been recent interest in using AGP as a starting point for strongly correlated…

化学物理 · 物理学 2020-09-15 Rishab Dutta , Thomas M. Henderson , Gustavo E. Scuseria

We develop a bivariational principle for an antisymmetric product of nonorthogonal geminals. Special cases reduce to the antisymmetric product of strongly-orthogonal geminals (APSG), the generalized valence bond-perfect pairing (GVB-PP),…

We propose and implement an algorithm to calculate the norm and reduced density matrices of the antisymmetrized geminal power (AGP) of any rank with polynomial cost. Our method scales quadratically per element of the reduced density…

化学物理 · 物理学 2020-05-14 Armin Khamoshi , Thomas Henderson , Gustavo Scuseria

The antisymmetrized geminal power (AGP) is equivalent to the number projected Bardeen-Cooper-Schrieffer (PBCS) wavefunction. It is also an elementary symmetric polynomial (ESP) state. We generalize previous research on deterministically…

量子物理 · 物理学 2023-04-28 Armin Khamoshi , Rishab Dutta , Gustavo E. Scuseria

Electronic structure methods typically benefit from symmetry breaking and restoration, specially in the strong correlation regime. The same goes for Ans\"atze on a quantum computer. We develop a unitary coupled cluster method on the…

量子物理 · 物理学 2022-11-02 Armin Khamoshi , Guo P. Chen , Francesco A. Evangelista , Gustavo E. Scuseria

To avoid the combinatorial computational cost of configuration interaction (CI), we have previously introduced the symmetric tensor decomposition CI (STD-CI) method, where we take advantage of the antisymmetric nature of the electronic wave…

化学物理 · 物理学 2015-06-24 Wataru Uemura , Shusuke Kasamatsu , Osamu Sugino

For variational algorithms on the near term quantum computing hardware, it is highly desirable to use very accurate ansatze with low implementation cost. Recent studies have shown that the antisymmetrized geminal power (AGP) wavefunction…

量子物理 · 物理学 2021-02-23 Armin Khamoshi , Francesco A. Evangelista , Gustavo E. Scuseria

We investigated some variational methods to compute a wavefunction based on antisymmetric product of geminals (APG). The Waring decomposition on the APG wavefunction leads a finite sum of antisymmetrized geminal power (AGP) wavefunctions,…

化学物理 · 物理学 2024-10-10 Airi Kawasaki , Naoki Nakatani

We introduce Autoregressive Graphical Models (AGMs) as an Ansatz for modeling the ground states of stoquastic Hamiltonians. Exact learning of these models for smaller systems show the dominance of the pairwise terms in the autoregressive…

Symmetry-projected wave function methods capture static correlation by breaking and restoring the symmetries of a system. In this article, we present the symmetry-projected spin antisymmetrized geminal power (spin-AGP) state projected onto…

强关联电子 · 物理学 2025-07-14 Zhiyuan Liu , Thomas M. Henderson , Gustavo E. Scuseria

The antisymmetrized geminal power (AGP), a wave function equivalent to number-projected Hartree--Fock--Bogoliubov (HFB), and number-projected Bardeen--Cooper--Schrieffer (BCS) when working in the paired (natural orbitals) basis, has proven…

强关联电子 · 物理学 2023-08-28 Zhiyuan Liu , Fei Gao , Guo P. Chen , Thomas M. Henderson , Jorge Dukelsky , Gustavo E. Scuseria

Single-reference methods such as Hartree-Fock-based coupled cluster theory are well known for their accuracy and efficiency for weakly correlated systems. For strongly correlated systems, more sophisticated methods are needed. Recent…

强关联电子 · 物理学 2021-02-23 Armin Khamoshi , Guo P. Chen , Thomas M. Henderson , Gustavo E. Scuseria

The Jastrow-modified antisymmetric geminal power (JAGP) ansatz in Hilbert space successfully overcomes two key failings of other pairing theories, namely a lack of inter-pair correlations and a lack of multiple resonance structures, while…

强关联电子 · 物理学 2015-06-17 Eric Neuscamman

In order to study the structure of excited states we perform a variational calculation after spin parity projection (VAP) within the framework of Antisymmetrized Molecular Dynamics (AMD). The framework is proven to be a new powerful…

核理论 · 物理学 2009-11-07 Y. Kanada-En'yo

In previous research, we tested the wave function format of a linear combination of several antisymmetrized geminal power states. A numerical problem in the geminal matrices was noted, which made the total energies of electronic systems…

化学物理 · 物理学 2019-02-06 Wataru Uemura , Takahito Nakajima

Gaussian Process (GP) models are a class of flexible non-parametric models that have rich representational power. By using a Gaussian process with additive structure, complex responses can be modelled whilst retaining interpretability.…

机器学习 · 统计学 2022-06-22 Xiaoyu Lu , Alexis Boukouvalas , James Hensman

In this thesis, we construct and classify planar noncommutative phase spaces by the coadjoint orbit method on the anisotropic and absolute time kinematical groups. We show that noncommutative symplectic structures can be generated in the…

数学物理 · 物理学 2014-01-22 Ancille Ngendakumana

The concept of off-diagonal geometric phase (GP) has been introduced in order to recover interference information about the geometry of quantal evolution where the standard GPs are not well-defined. In this Letter, we propose a physical…

量子物理 · 物理学 2013-10-25 Vahid Azimi Mousolou , Carlo M. Canali , Erik Sjöqvist

Differential equations are important mechanistic models that are integral to many scientific and engineering applications. With the abundance of available data there has been a growing interest in data-driven physics-informed models.…

机器学习 · 计算机科学 2025-02-04 Oliver Hamelijnck , Arno Solin , Theodoros Damoulas
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