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In this paper we introduce the idea of improving the performance of parametric temporal-difference (TD) learning algorithms by selectively emphasizing or de-emphasizing their updates on different time steps. In particular, we show that…

机器学习 · 计算机科学 2016-07-21 Richard S. Sutton , A. Rupam Mahmood , Martha White

A degenerate perturbation $k\cdot p$ approach for effective mass calculations is implemented in the all-electron density functional theory (DFT) package WIEN2k. The accuracy is tested on major group IVA, IIIA-VA, and IIB-VIA semiconductor…

材料科学 · 物理学 2022-01-06 Oleg Rubel , Fabien Tran , Xavier Rocquefelte , Peter Blaha

In 2015, the LHCb collaboration has measured $\frac{d{\mathcal{B}}}{dq^2}$, the lepton- and hadron-side forward-backward asymmetries, denoted by $A^\ell_{FB}$ and $A^{\Lambda}_{FB}$, respectively in the range $15 < q^2(=s) < 20$ GeV$^2$…

高能物理 - 唯象学 · 物理学 2019-12-06 Aqsa Nasrullah , M. Jamil Aslam , Saba Shafaq

In the framework of bulk reconstruction, we elucidate the relationship between the action of CFT modular Hamiltonians on bulk operators, the possible equation of motion for the bulk operators, and the charge distribution at infinity…

高能物理 - 理论 · 物理学 2022-09-14 Nele Callebaut , Gilad Lifschytz

We investigate generic n-point correlation functions of conformal field theories (CFTs), with $T\bar{T}$ and $J\bar{T}$ deformations, in terms of the perturbative CFT approach. We systematically obtain the first order correction to the…

高能物理 - 理论 · 物理学 2022-04-26 Song He

A brief survey of the theory of soliton perturbations is presented. The focus is on the usefulness of the so-called Generalised Fourier Transform (GFT). This is a method that involves expansions over the complete basis of `squared olutions`…

可精确求解与可积系统 · 物理学 2009-07-30 Georgi G. Grahovski , Rossen I. Ivanov

Temporal Difference learning or TD($\lambda$) is a fundamental algorithm in the field of reinforcement learning. However, setting TD's $\lambda$ parameter, which controls the timescale of TD updates, is generally left up to the…

机器学习 · 计算机科学 2017-01-02 Timothy A. Mann , Hugo Penedones , Shie Mannor , Todd Hester

We give a new interpretation of the shifted Littlewood-Richardson coefficients $f_{\lambda\mu}^\nu$ ($\lambda,\mu,\nu$ are strict partitions). The coefficients $g_{\lambda\mu}$ which appear in the decomposition of Schur $Q$-function…

表示论 · 数学 2024-05-08 Khanh Nguyen Duc

According to the AdS/CFT dictionary, perturbing the large N boundary theory by a relevant double-trace deformation of the form f O^2 corresponds in the bulk to imposing ``mixed'' boundary conditions for the field dual to O. In this note we…

高能物理 - 理论 · 物理学 2008-11-26 Thomas Hartman , Leonardo Rastelli

The $J\bar T$ deformation, built from the components of the stress tensor and of a $U(1)$ current, is a universal irrelevant deformation of two-dimensional CFTs that preserves the left-moving conformal symmetry, while breaking locality on…

高能物理 - 理论 · 物理学 2019-05-22 Monica Guica

Calculations combining density functional theory (DFT) and dynamical mean-field theory (DMFT) for transition metal (TM) oxides and similar compounds usually focus on improving the description of the TM $d$ states. Here, we emphasize the…

强关联电子 · 物理学 2025-03-26 Alberto Carta , Anwesha Panda , Claude Ederer

In this paper, we introduce a one parameter generalization of the famous B\"ottcher-Wenzel (BW) inequality in terms of a $q$-deformed commutator. For $n \times n$ matrices $A$ and $B$, we consider the inequality \[…

量子代数 · 数学 2024-03-08 Dariusz Chruściński , Gen Kimura , Hiromichi Ohno , Tanmay Singal

We study the conformal bootstrap constraints for 3D conformal field theories with a $\mathbb{Z}_2$ or parity symmetry, assuming a single relevant scalar operator $\epsilon$ that is invariant under the symmetry. When there is additionally a…

高能物理 - 理论 · 物理学 2018-12-05 Alexander Atanasov , Aaron Hillman , David Poland

A variant of variationally optimized perturbation, incorporating renormalization group properties in a straightforward way, uniquely fixes the variational mass interpolation in terms of the anomalous mass dimension. It is used at three…

高能物理 - 唯象学 · 物理学 2013-10-25 J. -L. Kneur , A. Neveu

Starting from the recently-discovered $\textrm{T}\bar{\textrm{T}}$-perturbed Lagrangians, we prove that the deformed solutions to the classical EoMs for bosonic field theories are equivalent to the unperturbed ones but for a specific…

高能物理 - 理论 · 物理学 2019-03-27 Riccardo Conti , Stefano Negro , Roberto Tateo

We investigate the ten independent local form-factors relevant to the $b$-baryon decay $\Lambda_b \to \Lambda \ell^+\ell^-$, combining information of lattice QCD and dispersive bounds. We propose a novel parametrization of the form factors…

高能物理 - 唯象学 · 物理学 2023-11-27 Thomas Blake , Stefan Meinel , Muslem Rahimi , Danny van Dyk

Recent work by Zamolodchikov and others has uncovered a solvable irrelevant deformation of general 2D CFTs, defined by turning on the dimension 4 operator $T \bar T$, the product of the left- and right-moving stress tensor. We propose that…

高能物理 - 理论 · 物理学 2018-03-29 Lauren McGough , Márk Mezei , Herman Verlinde

For real symmetric positive definite matrices $A$ and $B$, we characterize when a function $f \in L^2(\mathbb{R}^d)$ satisfies \[ |f(x)| \lesssim e^{-(\frac12 - \lambda) \langle Ax, x\rangle} \quad \text{and} \quad |\widehat{f}(\xi)|…

泛函分析 · 数学 2025-11-27 Lenny Neyt , Joachim Toft , Jasson Vindas

We explore the space of extremal functionals in the conformal bootstrap. By recasting the bootstrap problem as a set of non-linear equations parameterized by the CFT data, we find an efficient algorithm for converging to the extremal…

高能物理 - 理论 · 物理学 2022-10-19 Nima Afkhami-Jeddi

We work out the semileptonic $\Lambda_b\rightarrow \Lambda \ell^+ \ell^-$ transition in standard as well as different supersymmetric models. In particular, considering the parametrization of the matrix elements entered the low energy…

高能物理 - 唯象学 · 物理学 2015-06-11 K. Azizi , S. Kartal , A. T. Olgun , Z. Tavukoglu