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The functional ANOVA, or Hoeffding decomposition, provides a principled framework for interpretability by decomposing a model prediction into main effects and higher-order interactions. For independent inputs, this classical decomposition…

机器学习 · 统计学 2026-05-19 Baptiste Ferrere , Nicolas Bousquet , Fabrice Gamboa , Jean-Michel Loubes

We present solidfmm, a highly optimised C++ library for the solid harmonics as they are needed in fast multipole methods. The library provides efficient, vectorised implementations of the translation operations M2M, M2L, and L2L, and is…

数学软件 · 计算机科学 2022-02-08 Matthias Kirchhart

We resolve the SU(3) outer multiplicity problem by defining all possible $SU(3)\otimes SU(3)$ invariant operators in terms of SU(3) Schwinger bosons. We show that the elementary invariant operators relevant to the outer multiplicity problem…

数学物理 · 物理学 2019-06-26 Manu Mathur , Atul Rathor , T. P. Sreeraj

The nonlinearity of the conformal group is an essential factor that ruins the global conformal invariance for interacting material fields. In this paper we attempt to track such nonlinearity from spacetime transformations to spinor…

高能物理 - 理论 · 物理学 2025-03-03 Zhi-Peng Wang , X. X. Yi , Hai-Jun Wang

We consider the integrable spin chain model - the noncompact SL(2,R) spin magnet. The spin operators are realized as the generators of the unitary principal series representation of the SL(2,R) group. In an explicit form, we construct…

高能物理 - 理论 · 物理学 2009-11-10 M. Kirch , A. N. Manashov

We derive the fermion loop formulation for the supersymmetric nonlinear O$(N)$ sigma model by performing a hopping expansion using Wilson fermions. In this formulation the fermionic contribution to the partition function becomes a sum over…

高能物理 - 格点 · 物理学 2013-11-22 Kyle Steinhauer , Urs Wenger

We construct a Super-Grassmannian for $n-$point functions in $\mathcal{N}=2$ to $4$ SCFT$_3$. The constraints imposed by super-conformal invariance and $R-$symmetry are completely manifest in this formalism through (operator-valued) delta…

高能物理 - 理论 · 物理学 2026-04-10 Aswini Bala , Sachin Jain , Dhruva K. S. , Adithya A Rao

We consider decomposition of coordinate independent states into SO(9)xSU(2) representations in SU(2) Matrix theory. To see what and how many representations appear in the decomposition, we compute the character, which is given by a trace…

数学物理 · 物理学 2011-03-07 Yoji Michishita

Non-abelian lattice spin models with symmetry group SU(N) or U(N) can be formulated in terms of link variables which are subject to the Bianchi constraints. Using this representation we derive exact and local dual formulation for the…

高能物理 - 格点 · 物理学 2009-11-10 O. Borisenko , V. Kushnir

We consider the space of odd spinors on the circle, and a decomposition into spinors supported on either the top or on the bottom half of the circle. If an operator preserves this decomposition, and acts on the bottom half in the same way…

算子代数 · 数学 2023-03-27 Peter Kristel , Konrad Waldorf

With the aim of applying to the Lipkin model in the case of open shell system, a possible form of the boson realization for the su(2)-algebra is proposed both in the Schwinger and the Holstein-Primakoff representation. The basic idea is…

核理论 · 物理学 2010-07-09 Y. Tsue , C. Providencia , J. da Providencia , M. Yamamura

We represent the generators of the SU(N) algebra as bilinear combinations of Fermi operators with imaginary chemical potential. The distribution function, consisting of a minimal set of discrete imaginary chemical potentials, is found for…

强关联电子 · 物理学 2009-10-31 M. N. Kiselev , H. Feldmann , R. Oppermann

We propose a spinon basis for the integrable highest weight modules of $\hsltw$ at levels $k\geq1$, and discuss the underlying Yangian symmetry. Evaluating the characters in this spinon basis provides new quasi-particle type expressions for…

高能物理 - 理论 · 物理学 2009-10-28 Peter Bouwknegt , Andreas Ludwig , Kareljan Schoutens

We present a decomposition scheme based on Lie-Trotter-Suzuki product formulae to represent an ordered operator exponential as a product of ordinary operator exponentials. We provide a rigorous proof that does not use a time-displacement…

数学物理 · 物理学 2010-03-05 Nathan Wiebe , Dominic W. Berry , Peter Hoyer , Barry C. Sanders

Selective attention helps us focus on task-relevant aspects in the constant flood of our sensory input. This constraint in our perception allows us to robustly generalize under distractions and to new compositions of perceivable concepts.…

计算机视觉与模式识别 · 计算机科学 2024-09-17 Ankit Vani , Bac Nguyen , Samuel Lavoie , Ranjay Krishna , Aaron Courville

A compactification of the E_8 x E_8 heterotic string on a Z_2 x Z_2 orbifold equipped with an additional freely acting involution is presented. This model reproduces the exact chiral MSSM spectrum with matter parity and a non-trivial Yukawa…

高能物理 - 理论 · 物理学 2015-05-18 Patrick K. S. Vaudrevange

In recent work, we initiated a research program aimed at the systematic investigation of quantum superintegrable systems describing the interaction of two non-relativistic spin-$1/2$ particles in three-dimensional Euclidean space. In that…

数学物理 · 物理学 2026-05-11 Fatih Turkkan , O. Ogulcan Tuncer , I. Yurdusen

We prove that the family of non-linear $W$-algebras $SW(3/2,2)$ which are extensions of the $N=1$ superconformal algebra by a primary supercurrent of conformal weight $2$ can be realized as a quantum Hamiltonian reduction of the Lie…

量子代数 · 数学 2016-11-11 Lázaro O. Rodríguez Díaz

We show that the $\star$-product for $U(su_2)$, group Fourier transform and effective action arising in [1] in an effective theory for the integer spin Ponzano-Regge quantum gravity model are compatible with the noncommutative bicovariant…

高能物理 - 理论 · 物理学 2008-11-26 L. Freidel , S. Majid

We solve an open problem related to an optimal encoding of a straight line program (SLP), a canonical form of grammar compression deriving a single string deterministically. We show that an information-theoretic lower bound for representing…

数据结构与算法 · 计算机科学 2013-06-18 Yasuo Tabei , Yoshimasa Takabatake , Hiroshi Sakamoto