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We introduce Gemma 3, a multimodal addition to the Gemma family of lightweight open models, ranging in scale from 1 to 27 billion parameters. This version introduces vision understanding abilities, a wider coverage of languages and longer…

Computation and Language · Computer Science 2025-03-26 Gemma Team , Aishwarya Kamath , Johan Ferret , Shreya Pathak , Nino Vieillard , Ramona Merhej , Sarah Perrin , Tatiana Matejovicova , Alexandre Ramé , Morgane Rivière , Louis Rouillard , Thomas Mesnard , Geoffrey Cideron , Jean-bastien Grill , Sabela Ramos , Edouard Yvinec , Michelle Casbon , Etienne Pot , Ivo Penchev , Gaël Liu , Francesco Visin , Kathleen Kenealy , Lucas Beyer , Xiaohai Zhai , Anton Tsitsulin , Robert Busa-Fekete , Alex Feng , Noveen Sachdeva , Benjamin Coleman , Yi Gao , Basil Mustafa , Iain Barr , Emilio Parisotto , David Tian , Matan Eyal , Colin Cherry , Jan-Thorsten Peter , Danila Sinopalnikov , Surya Bhupatiraju , Rishabh Agarwal , Mehran Kazemi , Dan Malkin , Ravin Kumar , David Vilar , Idan Brusilovsky , Jiaming Luo , Andreas Steiner , Abe Friesen , Abhanshu Sharma , Abheesht Sharma , Adi Mayrav Gilady , Adrian Goedeckemeyer , Alaa Saade , Alex Feng , Alexander Kolesnikov , Alexei Bendebury , Alvin Abdagic , Amit Vadi , András György , André Susano Pinto , Anil Das , Ankur Bapna , Antoine Miech , Antoine Yang , Antonia Paterson , Ashish Shenoy , Ayan Chakrabarti , Bilal Piot , Bo Wu , Bobak Shahriari , Bryce Petrini , Charlie Chen , Charline Le Lan , Christopher A. Choquette-Choo , CJ Carey , Cormac Brick , Daniel Deutsch , Danielle Eisenbud , Dee Cattle , Derek Cheng , Dimitris Paparas , Divyashree Shivakumar Sreepathihalli , Doug Reid , Dustin Tran , Dustin Zelle , Eric Noland , Erwin Huizenga , Eugene Kharitonov , Frederick Liu , Gagik Amirkhanyan , Glenn Cameron , Hadi Hashemi , Hanna Klimczak-Plucińska , Harman Singh , Harsh Mehta , Harshal Tushar Lehri , Hussein Hazimeh , Ian Ballantyne , Idan Szpektor , Ivan Nardini , Jean Pouget-Abadie , Jetha Chan , Joe Stanton , John Wieting , Jonathan Lai , Jordi Orbay , Joseph Fernandez , Josh Newlan , Ju-yeong Ji , Jyotinder Singh , Kat Black , Kathy Yu , Kevin Hui , Kiran Vodrahalli , Klaus Greff , Linhai Qiu , Marcella Valentine , Marina Coelho , Marvin Ritter , Matt Hoffman , Matthew Watson , Mayank Chaturvedi , Michael Moynihan , Min Ma , Nabila Babar , Natasha Noy , Nathan Byrd , Nick Roy , Nikola Momchev , Nilay Chauhan , Noveen Sachdeva , Oskar Bunyan , Pankil Botarda , Paul Caron , Paul Kishan Rubenstein , Phil Culliton , Philipp Schmid , Pier Giuseppe Sessa , Pingmei Xu , Piotr Stanczyk , Pouya Tafti , Rakesh Shivanna , Renjie Wu , Renke Pan , Reza Rokni , Rob Willoughby , Rohith Vallu , Ryan Mullins , Sammy Jerome , Sara Smoot , Sertan Girgin , Shariq Iqbal , Shashir Reddy , Shruti Sheth , Siim Põder , Sijal Bhatnagar , Sindhu Raghuram Panyam , Sivan Eiger , Susan Zhang , Tianqi Liu , Trevor Yacovone , Tyler Liechty , Uday Kalra , Utku Evci , Vedant Misra , Vincent Roseberry , Vlad Feinberg , Vlad Kolesnikov , Woohyun Han , Woosuk Kwon , Xi Chen , Yinlam Chow , Yuvein Zhu , Zichuan Wei , Zoltan Egyed , Victor Cotruta , Minh Giang , Phoebe Kirk , Anand Rao , Kat Black , Nabila Babar , Jessica Lo , Erica Moreira , Luiz Gustavo Martins , Omar Sanseviero , Lucas Gonzalez , Zach Gleicher , Tris Warkentin , Vahab Mirrokni , Evan Senter , Eli Collins , Joelle Barral , Zoubin Ghahramani , Raia Hadsell , Yossi Matias , D. Sculley , Slav Petrov , Noah Fiedel , Noam Shazeer , Oriol Vinyals , Jeff Dean , Demis Hassabis , Koray Kavukcuoglu , Clement Farabet , Elena Buchatskaya , Jean-Baptiste Alayrac , Rohan Anil , Dmitry , Lepikhin , Sebastian Borgeaud , Olivier Bachem , Armand Joulin , Alek Andreev , Cassidy Hardin , Robert Dadashi , Léonard Hussenot

An optimal estimator of quantum states based on a modified Kalman's Filter is proposed in this work. Such estimator acts after state measurement, allowing obtain an optimal estimation of quantum state resulting in the output of any quantum…

Quantum Physics · Physics 2015-02-17 Mario Mastriani

We present a new program package for calculating one-loop Feynman integrals, based on a new method avoiding Feynman parametrization and the contraction due to Passarino and Veltman. The package is calculating one-, two- and three-point…

High Energy Physics - Phenomenology · Physics 2007-05-23 Lars Brucher , Johannes Franzkowski

Atomic-scale simulations have progressed tremendously over the past decade, largely due to the availability of machine-learning interatomic potentials. These potentials combine the accuracy of electronic structure calculations with the…

FIRE7 is a major update to the FIRE program for integration-by-parts (IBP) reduction of Feynman integrals. A large part of improvements is related to the automatic reduction and reconstruction with the modular arithmetic approach, while the…

High Energy Physics - Phenomenology · Physics 2025-12-02 Alexander V. Smirnov , Mao Zeng

The purpose of this work is to generalize the frozen Gaussian approximation (FGA) theory to solve the 3-D elastic wave equation and use it as the forward modeling tool for seismic tomography with high-frequency data. FGA has been previously…

Geophysics · Physics 2018-12-05 James C. Hateley , Lihui Chai , Ping Tong , Xu Yang

Across many plasma applications, the underlying phenomena and interactions among the involved processes are known to exhibit three-dimensional characteristics. Furthermore, the global properties and evolution of plasma systems are often…

Plasma Physics · Physics 2024-11-11 Maryam Reza , Farbod Faraji , Aaron Knoll

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

We provide a new quantum algorithm that efficiently determines the quality of a least-squares fit over an exponentially large data set by building upon an algorithm for solving systems of linear equations efficiently (Harrow et al., Phys.…

Quantum Physics · Physics 2013-01-10 Nathan Wiebe , Daniel Braun , Seth Lloyd

The phase folding optimization is a circuit optimization used in many quantum compilers as a fast and effective way of reducing the number of high-cost gates in a quantum circuit. However, existing formulations of the optimization rely on…

Quantum Physics · Physics 2024-12-02 Matthew Amy , Joseph Lunderville

A novel and highly efficient computational framework for reconstructing binary-type images suitable for models of various complexity seen in diverse biomedical applications is developed and validated. Efficiency in computational speed and…

Optimization and Control · Mathematics 2024-02-09 Paul R. Arbic , Vladislav Bukshtynov

We develop a generating-function formulation for the symbolic reduction of multi-loop Feynman integrals. In this framework, integration-by-parts identities are rewritten as differential equations for sector-wise generating functions, so the…

High Energy Physics - Phenomenology · Physics 2026-05-12 Bo Feng , Xiang Li , Yuanche Liu , Yanqing Ma , Yang Zhang

FeynRules is a Mathematica-based package which addresses the implementation of particle physics models, which are given in the form of a list of fields, parameters and a Lagrangian, into high-energy physics tools. It calculates the…

High Energy Physics - Phenomenology · Physics 2014-05-30 Adam Alloul , Neil D. Christensen , Celine Degrande , Claude Duhr , Benjamin Fuks

We present algorithms to solve coupled systems of linear differential equations, arising in the calculation of massive Feynman diagrams with local operator insertions at 3-loop order, which do {\it not} request special choices of bases.…

Symbolic Computation · Computer Science 2016-01-11 Jakob Ablinger , Johannes Bluemlein , Abilio de Freitas , Carsten Schneider

We present a new Mathematica package that provides a platform to perform multi-loop computations. ANATAR integrates several existing tools designed for higher-order computations. In particular, it uses QGRAF to generate Feynman diagrams and…

High Energy Physics - Phenomenology · Physics 2025-09-18 Claude Duhr , Pooja Mukherjee , Andres Vasquez

We show how a large class of Feynman integrals can be efficiently reduced to master integrals by suitable covariant differentiation on the vector space dual to the one spanned by the master integrals. The connections needed in the covariant…

High Energy Physics - Phenomenology · Physics 2026-04-14 Gero von Gersdorff , Vinicius Lessa

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 revisit the idea of numerically integrating the differential form of Feynman integrals. With a novel approach for the treatment of branch cuts, we develop an integrator capable of evaluating a basis of master integrals in double and…

High Energy Physics - Phenomenology · Physics 2026-03-06 Pau Petit Rosàs

We consider to design a new efficient and easy-to-implement algorithm to solve a general group sparse optimization model with a class of non-convex non-Lipschitz regularizations, named as fast iterative thresholding and support-and-scale…

Optimization and Control · Mathematics 2025-01-09 Yanan Zhao , Qiaoli Dong , Yufei Zhao , Chunlin Wu

We report on some recent developments in algebraic tensor reduction of one-loop Feynman integrals. For 5-point functions, an efficient tensor reduction was worked out recently and is now available as numerical C++ package, PJFry, covering…

High Energy Physics - Phenomenology · Physics 2012-02-06 Jochem Fleischer , Tord Riemann , Valery Yundin
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