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New methods for obtaining functional equations for Feynman integrals are presented. Application of these methods for finding functional equations for various one- and two- loop integrals described in detail. It is shown that with the aid of…

High Energy Physics - Phenomenology · Physics 2015-12-31 O. V. Tarasov

Many multi-loop calculations make use of integration by parts relations to reduce the large number of complicated Feynman integrals that arise in such calculations to a simpler basis of master integrals. Recently, Gluza, Kajda, and Kosower…

High Energy Physics - Phenomenology · Physics 2015-06-03 Robert M. Schabinger

The performance model of an application can pro- vide understanding about its runtime behavior on particular hardware. Such information can be analyzed by developers for performance tuning. However, model building and analyzing is…

Performance · Computer Science 2017-05-23 Kewen Meng , Boyana Norris

PyKOALA is an innovative Python-based library designed to provide a robust and flexible framework for Integral Field Spectroscopy (IFS) data reduction. By addressing the complexities of transforming raw measurements into scientifically…

The "fast iterative shrinkage-thresholding algorithm", a.k.a. FISTA, is one of the most well-known first-order optimisation scheme in the literature, as it achieves the worst-case $O(1/k^2)$ optimal convergence rate in terms of objective…

Optimization and Control · Mathematics 2021-01-21 Jingwei Liang , Tao Luo , Carola-Bibiane Schönlieb

We report on the new functionality of the open-source Mathematica package FeynCalc relevant for multiloop calculations. In particular, we focus on such tasks as topology identification by means of the Pak algorithm, search for equivalent…

High Energy Physics - Phenomenology · Physics 2021-12-30 Vladyslav Shtabovenko

We derive useful reduction formulae which express one-loop Feynman integrals with a large number of external momenta in terms of lower-point integrals carrying easily derivable kinematic coefficients which are symmetric in the external…

High Energy Physics - Phenomenology · Physics 2021-04-21 Guy R. Jehu

In this work, we introduce Gemma 2, a new addition to the Gemma family of lightweight, state-of-the-art open models, ranging in scale from 2 billion to 27 billion parameters. In this new version, we apply several known technical…

Computation and Language · Computer Science 2024-10-03 Gemma Team , Morgane Riviere , Shreya Pathak , Pier Giuseppe Sessa , Cassidy Hardin , Surya Bhupatiraju , Léonard Hussenot , Thomas Mesnard , Bobak Shahriari , Alexandre Ramé , Johan Ferret , Peter Liu , Pouya Tafti , Abe Friesen , Michelle Casbon , Sabela Ramos , Ravin Kumar , Charline Le Lan , Sammy Jerome , Anton Tsitsulin , Nino Vieillard , Piotr Stanczyk , Sertan Girgin , Nikola Momchev , Matt Hoffman , Shantanu Thakoor , Jean-Bastien Grill , Behnam Neyshabur , Olivier Bachem , Alanna Walton , Aliaksei Severyn , Alicia Parrish , Aliya Ahmad , Allen Hutchison , Alvin Abdagic , Amanda Carl , Amy Shen , Andy Brock , Andy Coenen , Anthony Laforge , Antonia Paterson , Ben Bastian , Bilal Piot , Bo Wu , Brandon Royal , Charlie Chen , Chintu Kumar , Chris Perry , Chris Welty , Christopher A. Choquette-Choo , Danila Sinopalnikov , David Weinberger , Dimple Vijaykumar , Dominika Rogozińska , Dustin Herbison , Elisa Bandy , Emma Wang , Eric Noland , Erica Moreira , Evan Senter , Evgenii Eltyshev , Francesco Visin , Gabriel Rasskin , Gary Wei , Glenn Cameron , Gus Martins , Hadi Hashemi , Hanna Klimczak-Plucińska , Harleen Batra , Harsh Dhand , Ivan Nardini , Jacinda Mein , Jack Zhou , James Svensson , Jeff Stanway , Jetha Chan , Jin Peng Zhou , Joana Carrasqueira , Joana Iljazi , Jocelyn Becker , Joe Fernandez , Joost van Amersfoort , Josh Gordon , Josh Lipschultz , Josh Newlan , Ju-yeong Ji , Kareem Mohamed , Kartikeya Badola , Kat Black , Katie Millican , Keelin McDonell , Kelvin Nguyen , Kiranbir Sodhia , Kish Greene , Lars Lowe Sjoesund , Lauren Usui , Laurent Sifre , Lena Heuermann , Leticia Lago , Lilly McNealus , Livio Baldini Soares , Logan Kilpatrick , Lucas Dixon , Luciano Martins , Machel Reid , Manvinder Singh , Mark Iverson , Martin Görner , Mat Velloso , Mateo Wirth , Matt Davidow , Matt Miller , Matthew Rahtz , Matthew Watson , Meg Risdal , Mehran Kazemi , Michael Moynihan , Ming Zhang , Minsuk Kahng , Minwoo Park , Mofi Rahman , Mohit Khatwani , Natalie Dao , Nenshad Bardoliwalla , Nesh Devanathan , Neta Dumai , Nilay Chauhan , Oscar Wahltinez , Pankil Botarda , Parker Barnes , Paul Barham , Paul Michel , Pengchong Jin , Petko Georgiev , Phil Culliton , Pradeep Kuppala , Ramona Comanescu , Ramona Merhej , Reena Jana , Reza Ardeshir Rokni , Rishabh Agarwal , Ryan Mullins , Samaneh Saadat , Sara Mc Carthy , Sarah Cogan , Sarah Perrin , Sébastien M. R. Arnold , Sebastian Krause , Shengyang Dai , Shruti Garg , Shruti Sheth , Sue Ronstrom , Susan Chan , Timothy Jordan , Ting Yu , Tom Eccles , Tom Hennigan , Tomas Kocisky , Tulsee Doshi , Vihan Jain , Vikas Yadav , Vilobh Meshram , Vishal Dharmadhikari , Warren Barkley , Wei Wei , Wenming Ye , Woohyun Han , Woosuk Kwon , Xiang Xu , Zhe Shen , Zhitao Gong , Zichuan Wei , Victor Cotruta , Phoebe Kirk , Anand Rao , Minh Giang , Ludovic Peran , Tris Warkentin , Eli Collins , Joelle Barral , Zoubin Ghahramani , Raia Hadsell , D. Sculley , Jeanine Banks , Anca Dragan , Slav Petrov , Oriol Vinyals , Jeff Dean , Demis Hassabis , Koray Kavukcuoglu , Clement Farabet , Elena Buchatskaya , Sebastian Borgeaud , Noah Fiedel , Armand Joulin , Kathleen Kenealy , Robert Dadashi , Alek Andreev

In a recent paper \cite{ft} a new powerful method to calculate Feynman diagrams was proposed. It consists in setting up a Taylor series expansion in the external momenta squared. The Taylor coefficients are obtained from the original…

High Energy Physics - Phenomenology · Physics 2016-09-01 J. Fleischer , O. V. Tarasov

The new features and improvements in FormCalc Version 6 as well as some recent additions in FeynArts for easier diagram selection are reported.

High Energy Physics - Phenomenology · Physics 2014-11-18 T. Hahn

The prediction interval is gaining prominence in meta-analysis as it enables the assessment of uncertainties in treatment effects and heterogeneity between studies. However, coverage probabilities of the current standard method for…

Methodology · Statistics 2021-10-18 Kengo Nagashima , Hisashi Noma , Toshi A. Furukawa

We present SubTropica, a Mathematica package that performs symbolic integration of multi-polylogarithmic integrals using recent advances in tropical geometry. It focuses on the class of linearly-reducible Euler integrals, such as Feynman…

High Energy Physics - Theory · Physics 2026-04-24 Mathieu Giroux , Sebastian Mizera , Giulio Salvatori

The goal of this paper is to present a new major release of the program FIESTA (Feynman Integral Evaluation by a Sector decomposiTion Approach). This version presents features like cluster-parallelization, new asymptotic expansion…

High Energy Physics - Phenomenology · Physics 2015-06-18 Alexander V. Smirnov

The iterative rational Krylov algorithm (IRKA) is a commonly used fixed-point iteration developed to minimize the $\mathcal{H}_2$ model order reduction error. In this work, IRKA is recast as a Riemannian gradient descent method with a fixed…

Numerical Analysis · Mathematics 2024-07-11 Petar Mlinarić , Christopher A. Beattie , Zlatko Drmač , Serkan Gugercin

Fine-tuning large language models (LLMs) is increasingly costly as models scale to hundreds of billions of parameters, and even parameter-efficient fine-tuning (PEFT) methods like LoRA remain resource-intensive. We introduce LowRA, the…

Machine Learning · Computer Science 2025-02-13 Zikai Zhou , Qizheng Zhang , Hermann Kumbong , Kunle Olukotun

This is an announcement of the first official release ver.1.0 of a Python system NZMATH for number theory. We overview all functions in NZMATH 1.0, show main properties after former report on NZMATH 0.5.0, and describe new features for…

Number Theory · Mathematics 2010-05-24 Satoru Tanaka , Naoki Ogura , Ken Nakamula , Tetsushi Matsui , Shigenori Uchiyama

Phase space cuts are implemented by inserting Heaviside theta functions in the integrands of momentum-space Feynman integrals. By directly parametrizing theta functions and constructing integration-by-parts (IBP) identities in the…

High Energy Physics - Phenomenology · Physics 2021-03-29 Wen Chen

We present a new FORM program for analytically evaluating four-loop massless propagator-type Feynman integrals in an efficient way. Our program Forcer implements parametric reductions of the aforementioned class of Feynman integrals into a…

High Energy Physics - Phenomenology · Physics 2016-07-26 T. Ueda , B. Ruijl , J. A. M. Vermaseren

This talk summarizes recent developments in the evaluation of Feynman integrals using hyperlogarithms. We discuss extensions of the original method, new results that were obtained with this approach and point out current problems and future…

High Energy Physics - Phenomenology · Physics 2014-07-02 Erik Panzer

The development of new electronic structure methods is a very time consuming and error prone process when done by hand. SpinAdaptedSecondQuantization is an open-source Julia package we have developed for working with automated electronic…

Chemical Physics · Physics 2025-08-26 Marcus T. Lexander , Tor S. Haugland , Federico Rossi , Henrik Koch
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