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In this paper, we propose a method to improve the accuracy of speech emotion recognition (SER) by using vision transformer (ViT) to attend to the correlation of frequency (y-axis) with time (x-axis) in spectrogram and transferring…

声音 · 计算机科学 2024-11-05 Jeong-Yoon Kim , Seung-Ho Lee

We develop a first-principles approach to compute infrared (IR) vibrational absorption and Raman scattering spectra with excitonic effects included. Our method is based on a perturbative expansion of electron-phonon and electron-light…

材料科学 · 物理学 2024-12-24 Yang-Hao Chan , Zhenglu Li , Steven G. Louie

We recently proposed effective normal modes for excitonically coupled aggregates which exactly transform the energy transfer Hamiltonian into a sum of one-dimensional Hamiltonians along the effective normal modes. Identifying physically…

化学物理 · 物理学 2022-05-25 Sanjoy Patra , Vivek Tiwari

In the present work, we give an analytical non-perturbative treatment of mode-mode coupling and anharmonicity occurring in molecular vibrational systems analyzed by 2D-infrared spectroscopy. This analytical description allows a detailed…

化学物理 · 物理学 2013-09-04 Kuo Kan Liang , Albert A. Villaeys

Time and angular resolved photoelectron spectroscopy is a powerful technique to measure electron dynamics in solids. Recent advances in this technique have facilitated band and energy resolved observations of the effect that excited…

材料科学 · 物理学 2020-09-30 Umberto De Giovannini , Hannes Hübener , Shunsuke A. Sato , Angel Rubio

The preceding paper describes a strategy for externally influencing the course of short-time electronic excitation transfer (EET) in molecular dimers and observing the process by nonlinear wave-packet interferometry (nl-WPI). Within a…

量子物理 · 物理学 2015-05-14 Jason D. Biggs , Jeffrey A. Cina

We present a priori and a posteriori error analysis of a Virtual Element Method (VEM) to approximate the vibration frequencies and modes of an elastic solid. We analyze a variational formulation relying only on the solid displacement and…

数值分析 · 数学 2017-12-20 David Mora , Gonzalo Rivera

Molecular laser cooling and trapping requires addressing all spontaneous decays to excited vibrational states that occur at the $\gtrsim 10^{-4} - 10^{-5}$ level, which is accomplished by driving repumping transitions out of these states.…

原子物理 · 物理学 2023-06-06 Nickolas H. Pilgram , Arian Jadbabaie , Chandler J. Conn , Nicholas R. Hutzler

Explicit algebraic expressions for the expansion of the vibrational matrix elements in series of matrix elements on the wave functions of the ground vibrational state have been obtained for arbitrary sufficiently differentiable functions of…

原子物理 · 物理学 2011-12-30 S. A. Astashkevich

We study how time- and angle-resolved photoemission (tr-ARPES) reveals the dynamics of BCS-type, s-wave superconducting systems with time-varying order parameters. Approximate methods are discussed, based on previous approaches to either…

超导电性 · 物理学 2019-01-10 Tianrui Xu , Takahiro Morimoto , Alessandra Lanzara , Joel E. Moore

We assess the performance of different protocols for simulating excited-state X-ray absorption spectra. We consider three different protocols based on equation-of-motion coupled-cluster singles and doubles, two of them combined with the…

Electromagnetic waves in a system with a space and time dependent boundary experience both diffraction and Doppler-like frequency conversion. In order to analyse such situations, conventional methods call for either the eigenmodes or the…

光学 · 物理学 2021-07-14 Daigo Oue , Kun Ding , J. B. Pendry

Using a time-dependent perturbation theory, vibrational energy relaxation (VER) of isotopically labeled amide I modes in cytochrome c solvated with water is investigated. Contributions to the VER are decomposed into two contributions from…

生物大分子 · 定量生物学 2007-07-17 Hiroshi Fujisaki , John E. Straub

We employ the Dirac-Frenkel variational principle and multiple Davydov ansatz to study time-dependent fluorescence spectra of a driven qubit in the weak- to strong qubit-reservoir coupling regimes, where both the Rabi frequency and…

量子物理 · 物理学 2020-08-25 Yiying Yan , Lipeng Chen , JunYan Luo , Yang Zhao

The light-harvesting efficiency of a photoactive molecular complex is largely determined by the properties of its electronic quantum states. Those, in turn, are influenced by molecular vibrational states of the nuclear degrees of freedom.…

生物物理 · 物理学 2019-10-23 Hong-Guang Duan , Michael Thorwart , R. J. Dwayne Miller

We present an approach to calculate the optical absorption spectra that combines the quasiparticle self-consistent GW method [Phys. Rev. B, 76 165106 (2007)] for the electronic structure with the solution of the ladder approximation to the…

We quantify the non-adiabatic contributions to the vibronic sidebands of equilibrium and explicitly time-resolved non-equilibrium photoelectron spectra for a vibronic model system of Trans-Polyacetylene. Using exact diagonalization, we…

化学物理 · 物理学 2014-05-16 Johannes Flick , Heiko Appel , Angel Rubio

We derive a Hierarchical Equations of Motion (HEOM) description of nonadiabatic Herzberg-Teller type coupling effects and of non-Condon effects in a system of electronic transitions interacting with intra- and inter-molecular vibrational…

化学物理 · 物理学 2018-12-26 Joachim Seibt , Tomáš Mančal

This article focuses on the prediction of the vibration frequency response of handheld probes. A novel approach that involves machine learning and readily available data from probes was explored. Vibration probes are efficient and…

应用物理 · 物理学 2024-02-09 Roberto San Millán-Castillo , Eduardo Morgado , Rebeca Goya Esteban

An embedding method for solving the time-dependent Schr\"odinger equation is developed using the Dirac-Frenkel variational principle. Embedding allows the time-evolution of the wavefunction to be calculated explicitly in a limited region of…

介观与纳米尺度物理 · 物理学 2015-05-27 J. E. Inglesfield