29 November 2021 to 3 December 2021
Virtual and IBS Science Culture Center, Daejeon, South Korea
Asia/Seoul timezone

Computational algebraic geometry, p-adic numbers and fast linear algebra for scattering amplitude ansätze

contribution ID 673
29 Nov 2021, 18:20
20m
S305 (Virtual and IBS Science Culture Center)

S305

Virtual and IBS Science Culture Center

55 EXPO-ro Yuseong-gu Daejeon, South Korea email: library@ibs.re.kr +82 42 878 8299
Oral Track 3: Computations in Theoretical Physics: Techniques and Methods Track 3: Computations in Theoretical Physics: Techniques and Methods

Speaker

Dr Giuseppe De Laurentis (Freiburg University)

Description

Scattering amplitudes in perturbative quantum field theory exhibit a rich structure of zeros, poles and branch cuts which are best understood in complexified momentum space. It has been recently shown that leveraging this information can significantly simplify both analytical reconstruction and final expressions for the rational coefficients of transcendental functions appearing in phenomenologically-relevant scattering amplitudes. Inspired by these observations, we present a new algorithmic approach to the reconstruction problem based on p-adic numbers and computational algebraic geometry. For the first time, we systematically identify and classify the relevant irreducible varieties in spinor space, and thanks to p-adic numbers -- analogous finite fields, but with a richer structure to their absolute value -- we stably perform numerical evaluations close to these singular surfaces, thus completely avoiding the use of floating-point numbers. Finally, we discuss a GPU-based implementation of dense Gaussian elimination used to perform some of the linear algebra steps involved in the construction of the ansatz and fitting of its coefficients.

Speaker time zone Compatible with Europe

Primary author

Dr Giuseppe De Laurentis (Freiburg University)

Co-author

Ben Page (CERN)

Presentation materials