Kira 3: integral reduction with efficient seeding and optimized equation selection
Fabian Lange, Johann Usovitsch, Zihao Wu

TL;DR
Kira 3 is an advanced Feynman integral reduction tool that significantly enhances performance through optimized algorithms, supporting complex calculations in quantum field theory and gravitational physics.
Contribution
It introduces optimized seeding and equation selection algorithms, along with new features like numerical sampling and symbolic IBP reductions, improving efficiency over previous versions.
Findings
Up to 100x speedup in benchmark tests
Supports multi-loop and multi-scale problems
Enhanced features for numerical and symbolic reductions
Abstract
We present version 3 of Kira, a Feynman integral reduction program for high-precision calculations in quantum field theory and gravitational-wave physics. Building on previous versions, Kira 3 introduces optimized seeding and equation selection algorithms, significantly improving performance for multi-loop and multi-scale problems. New features include convenient numerical sampling, symbolic integration-by-parts reductions, and support for user-defined additional relations. We demonstrate its capabilities through benchmarks on two- and three-loop topologies, showcasing up to two orders of magnitude improvement over Kira 2.3. Kira 3 is publicly available and poised to support ambitious projects in particle physics and beyond.
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Taxonomy
TopicsAdvanced Control Systems Design · Metaheuristic Optimization Algorithms Research · Numerical Methods and Algorithms
