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MLIR has become popular since it was open sourced in 2019. A sub-project of LLVM, the flexibility provided by MLIR to represent Intermediate Representations (IR) as dialects at different abstraction levels, to mix these, and to leverage…

分布式、并行与集群计算 · 计算机科学 2023-10-04 Nick Brown , Maurice Jamieson , Anton Lydike , Emilien Bauer , Tobias Grosser

We present an algorithm for the numerical solution of nonlinear parabolic partial differential equations. This algorithm extends the classical Feynman-Kac formula to fully nonlinear partial differential equations, by using random trees that…

概率论 · 数学 2022-12-15 Jiang Yu Nguwi , Guillaume Penent , Nicolas Privault

Algorithmic Differentiation (AD) can be used to automate the generation of derivatives in arbitrary software projects. This will generate maintainable derivatives, that are always consistent with the computation of the software. If a domain…

数学软件 · 计算机科学 2018-03-13 Max Sagebaum , Nicolas R. Gauger

An efficient algorithm and a Fortran 90 module (LaguerrePol) for computing Laguerre polynomials $L^{(\alpha)}_n(z)$ are presented. The standard three-term recurrence relation satisfied by the polynomials and different types of asymptotic…

数值分析 · 计算机科学 2018-01-17 A. Gil , J. Segura , N. M. Temme

In this work we report on a new version of FeynCalc, a Mathematica package widely used in the particle physics community for manipulating quantum field theoretical expressions and calculating Feynman diagrams. Highlights of the new version…

高能物理 - 唯象学 · 物理学 2024-09-02 Vladyslav Shtabovenko , Rolf Mertig , Frederik Orellana

A discrete Fourier analysis associated with translation lattices is developed recently by the authors. It permits two lattices, one determining the integral domain and the other determining the family of exponential functions. Possible…

数值分析 · 数学 2009-10-29 Huiyuan Li , Jiachang Sun , Yuan Xu

Evaluation of relativistic molecular integrals over exponential-type spinor orbitals require using the relativistic auxiliary functions in prolate spheroidal coordinates. They have derived recently by the author [Physical Review E 91,…

计算物理 · 物理学 2022-01-26 Ali Bagci

Maclaurin Integration is a new series-based technique for solving infamously difficult integrals in terms of elementary functions. It has fairly liberal conditions for sound use, making it one of the most versatile integration techniques.…

综合数学 · 数学 2022-02-01 Glenn Bruda

A generalization of the max-plus transformation, which is known as a method to derive cellular automata from integrable equations, is proposed for complex numbers. Operation rules for this transformation is also studied for general number…

可精确求解与可积系统 · 物理学 2009-11-11 Tetsu Yajima , Keisuke Nakajima , Naruyoshi Asano

We present FeynCalc 9.3, a new stable version of a powerful and versatile Mathematica package for symbolic quantum field theory (QFT) calculations. Some interesting new features such as highly improved interoperability with other packages,…

高能物理 - 唯象学 · 物理学 2020-07-17 Vladyslav Shtabovenko , Rolf Mertig , Frederik Orellana

Scientific studies often require the precise calculation of derivatives. In many cases an analytical calculation is not feasible and one resorts to evaluating derivatives numerically. These are error-prone, especially for higher-order…

高能物理 - 唯象学 · 物理学 2010-05-28 Mathias Wagner , Andrea Walther , Bernd-Jochen Schaefer

TauREx 3 is the next generation of the TauREx exoplanet atmospheric retrieval framework for Windows, Mac, and Linux. It is a complete rewrite with a full Python stack that makes it easy-to-use, high-performance, dynamic, and flexible. The…

天体物理仪器与方法 · 物理学 2021-08-19 Ahmed F. Al-Refaie , Quentin Changeat , Ingo P. Waldmann , Giovanna Tinetti

We present a family of Python modules for the numerical integration of ordinary, delay, or stochastic differential equations. The key features are that the user enters the derivative symbolically and it is just-in-time-compiled, allowing…

数学软件 · 计算机科学 2018-04-25 Gerrit Ansmann

This paper introduces a new functional expansion framework that extends classical ideas beyond the Taylor series. Unlike traditional Taylor expansions based on local polynomial approximations, the proposed approach arises from exact…

数值分析 · 数学 2026-02-03 Junping Wang

We introduce a continuous-order integral analog of the Maclaurin expansion that reconstructs analytic functions from fractional derivative data. The operator integrates over continuous order, replacing the discrete sum of integer…

综合数学 · 数学 2026-04-07 Derek C. Braun

The polylogarithm function is one of the constellation of important mathematical functions. It has a long history, and many connections to other special functions and series, and many applications, for instance in statistical physics.…

数值分析 · 数学 2020-10-21 Matthew Roughan

A novel model of reversible computing, the $\aleph$-calculus, is introduced. It is declarative, reversible-Turing complete, and has a local term-rewriting semantics. Unlike previously demonstrated reversible term-rewriting systems, it does…

编程语言 · 计算机科学 2022-06-14 Hannah Earley

Definition packages in theorem provers provide users with means of defining and organizing concepts of interest. This system description presents a new definition package for the hybrid systems theorem prover KeYmaera X based on…

计算机科学中的逻辑 · 计算机科学 2022-11-23 James Gallicchio , Yong Kiam Tan , Stefan Mitsch , André Platzer

The last improvements in programming languages, programming models, and frameworks have focused on abstracting the users from many programming issues. Among others, recent programming frameworks include simpler syntax, automatic memory…

编程语言 · 计算机科学 2018-10-29 Cristian Ramon-Cortes , Ramon Amela , Jorge Ejarque , Philippe Clauss , Rosa M. Badia

dlordinal is a new Python library that unifies many recent deep ordinal classification methodologies available in the literature. Developed using PyTorch as underlying framework, it implements the top performing state-of-the-art deep…