Franz Ciceri, Ecole Normale Superieure
Holography for the IKKT matrix model
A particularly interesting corner of holographic dualities is the correspondence between type II strings on near-horizon Dp branes geometries and d = p+1 dimensional super Yang-Mills theories with sixteen supercharges. For the extremal case p=-1, this suggests a holographic duality for the IKKT matrix model. Despite intriguing and highly non-trivial results in the IKKT model, this duality has so far remained largely unexplored. In this talk, I will consider the lowest supermultiplet of gauge invariant operators of the model and identify its states with the lowest Kaluza Klein fluctuations of (Euclidean) IIB supergravity on the D(-1) instanton background. I will explain how to construct its holographic bulk realisation as a one-dimensional maximal supergravity with 32 supercharges and local SO(10) invariance, capturing the full non-linear dynamics. By analysing the bulk Killing spinor equations, I will present a general class of half-supersymmetric solutions that typically break SO(10), and discuss their uplifts to IIB supergravity. I will end with some remarks on open questions and future directions.
Ayumi Kasagi, Rikkyo University
[KEK-JAEA Joint Seminar] Applications of Machine Learning and Deep Learning to Experimental Data Analysis
The spectacular advances of deep learning in recent years have led to breakthroughs across a wide range of data analysis tasks. At the same time, the techniques used to boost model performance have become increasingly intricate, with ever larger parameter counts and training datasets. What, then, are the practical steps needed to harness these methods for fundamental science especially in the analysis of physics experiments? In this talk we first survey how machine learning and deep learning are being employed in international experimental collaborations. We then present, step by step, the workflow we have developed to tailor deep-learning models for the microscopic image analysis of nuclear emulsion detectors. Finally, we discuss several modern deep-learning ideas and how they might further benefit experimental data analysis.
Adil Jueid, IBS
CosmiXs: Cosmic messenger spectra for indirect dark matter searches
The spectra of stable particles such as photons, positrons, antiprotons and neutrinos are one of the main ingredients to calculate the
fluxes of cosmic rays and radiation searched for in indirect detection experiments. The modeling of the whole process is however very complicated since after dark matter annihilation or decay, a number of phenomena occur including resonance decays, parton showering, hadronization and hadron decays. Therefore the modeling itself cannot be performed from first principles. I will discuss some progress in this direction and present CosmiXs which uses VINCIA to properly model electroweak corrections, and handles the polarization information. I will then move to the modeling of antideuterons and discuss briefly the associated theoretical uncertainties (The dataset can be found in this repo: https://github.com/ajueid/CosmiXs)
Talk is based on:
https://arxiv.org/abs/2411.04815
https://arxiv.org/abs/2312.01153
https://arxiv.org/abs/2303.11363
https://arxiv.org/abs/2202.11546
Koichi Miyamoto, Osaka University
Quantum computing for cosmology: An application in stochastic inflation as an example
Quantum computing technology has been developing rapidly in recent years, and it is expected to speed up some kinds of computation that are highly time-consuming in classical computing, e.g., operations on extremely large matrices. Practical applications in various fields are being explored, and cosmology is one of them. In this talk, after an introduction to quantum computing, I explain its application in stochastic inflation, a formalism for analyzing the inflationary perturbation based on the probability theory. In this formalism, the perturbation is related to the Fokker-Planck equation, and its probability distribution is characterized by the eigenvalues of the differential operator. However, calculating them can be challenging, especially in multi-field cases, since it corresponds to finding eigenvalues of an exponentially large matrix. I explain a quantum algorithm to calculate the differential operator eigenvalues efficiently and share results from numerical demonstrations that suggest its applicability to the stochastic inflation problem.
横山将志, 東京大学 大学院理学系研究科
[金茶会] で、Hyper-K、どうなんすか?
https://www-conf.kek.jp/kincha/
ハイパーカミオカンデ計画は、超大型水チェレンコフ検出器「ハイパーカミオカンデ」と、J-PARCからの大強度・高品質なニュートリノビーム、さらに高性能の前置・中間検出器を組み合わせることで、素粒子・宇宙の研究を推進するプロジェクトである。東京大学とKEKをホスト機関とし、現在、国際共同研究グループによる建設・準備が佳境を迎えている。
本講演では、計画の概要と進捗状況、期待される科学的成果と国際的な優位性、将来の展望について紹介し、世話人から与えられたタイトルの問いに答えられるよう努力する。
Gary Shiu, UW Madison
Formulating the Weak Gravity Conjecture in AdS Space
The Weak Gravity Conjecture (WGC) plays an important role in the swampland program. While the WGC has been intensively studied and refined since its inception, most studies have been focused on formulating and testing the conjecture in Minkowski space. In this talk, I will discuss our proposal of a version of the Weak Gravity Conjecture that applies to AdS space. Adhering to one of the original motivations for the WGC by demanding extremal black holes to decay, the dynamics of black hole charged emission is analyzed, leading to an AdS WGC that is more stringent than the Minkowski version. The new AdS WGC bound can also be obtained from a black hole-particle repulsiveness condition and the near horizon Breitenlohner-Freedman (BF) instability of extremal black holes. I will discuss extensions and implications of the AdS WGC bound, including the convex hull version and consistency with supersymmetry, and comment on further steps to embed the AdS WGC into string theory settings.
Michio Kohno (RCNP), Yuki Kamiya (Tohoku U.)
第20回 Hadron Spectroscopy Cafe
Kohei kamada, University of Chinese Academy of Science
On the lepton number excitation in gravitational leptogenesis
Gravitational chiral anomaly connects the topological charge of spacetime and the chirality of fermions. It has been known that the chirality is carried by the particles (or the excited states) and also by vacuum. However, in the study of gravitational leptogenesis, for example, lepton asymmetry associated with the chiral gravitational waves sourced during inflation is conventionally evaluated only by integrating the anomaly equation. In this evaluation, no distinction between the excite states and vacuum contribution has been made. In this talk, I apply an analogy between U(1) electromagnetism and the weak gravity to the spacetime that resembles the one considered in the gravitational leptogenesis scenario. By assuming the emergence of Landau level-like dispersion relation in our setup, I suggest that level-crossing does not seem to be efficient while the charge accumulation in the vacuum likely takes place. Phenomenological implication is also discussed.
Jason Arakawa, U. Delaware
Multimessenger Astronomy Beyond the Standard Model: New Window from Quantum Sensors
Ultralight bosonic (ULB) fields with mass m << 1 eV often arise in theories beyond the Standard Model (SM). If such fields exist, violent astrophysical events that result in emission of gravitational wave, photon, or neutrino signals could also produce bursts of high-density relativistic ULB fields. Detection of such ULB fields in terrestrial or space-based laboratories correlated with other signals from transient astrophysical events opens a novel avenue for multimessenger astronomy. This additionally provides a route for directly detected for fields that are otherwise very challenging to detect. I will discuss that quantum sensors are particularly well-suited to observe emitted scalar and pseudoscalar axion-like ULB fields coupled to SM, and demonstrate that multimessenger astronomy with ULB fields is possible even when accounting for matter screening effects.
Kentaro Kasai, ICRR
Sterile neutrino dark matter production in lepton asymmetric universe and its observational implications