Theory Seminar

Simulations of Gauge Theories on Quantum Computers

Gauge theories describe the fundamental interactions, but their complexity makes questions involving real-time dynamics beyond the reach of classical computation. Quantum computers open a new path by naturally representing quantum fields and evolving them in real time thus circumventing for example the sign problem that limits classical Monte Carlo methods. In this talk, we will discuss the challenges and recent progress in encoding and simulating Gauge theories on fault-tolerant quantum computers.

Date:
-
Location:
CP 303
Event Series:

Uncertainty-aware generative models for autonomous discovery in particle theory

Uncertainty quantification (UQ) plays a crucial role in the predictive power of nonperturbative quantum correlation functions at high precision. My research explores novel approaches to UQ in the context of parton distribution functions (PDFs), using uncertainty-aware machine learning techniques to map observables to underlying theoretical models and to navigate the complex parametric landscape of phenomenological scenarios, including the vast ecosystem of beyond-the-Standard-Model (BSM) configurations. By leveraging modern generative AI methods, I investigate how the inherent uncertainties in phenomenological extractions of collinear PDFs impact the landscape of potential New Physics models. My approach integrates explainability methods to trace underlying theory assumptions back to the input feature space - specifically the x-dependence of PDFs - thereby identifying the salient features that shape constraints and model interpretations. Additionally, this work aims to enhance the incorporation of lattice inputs in phenomenological fits and refine the consistency between lattice QCD and collider phenomenology. Together, these components point towards uncertainty-aware autonomous workflows, pushing the frontier of particle physics discovery.
 
Date:
-
Location:
CP 303
Event Series:

How are we saved from complete annihilation

Historically it was both a surprise and a theoretical triumph to find out that anti-matter exists at all. As we learnt more about the Universe, we are surprised by something very different - why do we almost exclusively see matter. The fact that throughout most of human history, we were oblivious to the existence of anti-matter is a testament to the dominance of matter over anti-matter. Looking at the earliest light and earliest elements in the Universe, we find that this imbalance goes back to at least when the Universe was a mere second old. However, inflation would wipe out any difference between matter and anti-matter and all processes we know of cannot create such an asymmetry. I will review the three main answers physicists have given to this fundamental question and what challenges face the community trying to shed light on this issue.
 
Date:
Location:
Zoom
Event Series:

Breaking of Discrete and Continuous Symmetries in Coupled SYK or Tensor Models

A large number of Majorana fermions with interactions coupling four of them at a time can exhibit interesting quantum dynamics. Models of this kind include the Sachdev-Ye-Kitaev (SYK) model, where the coefficients of quartic interactions are randomly distributed, and the Tensor models, where they respect continuous symmetries. These models exhibit approximate invariance under scaling of the time and have power law fall-off of the correlation functions.

In this talk we will discuss a pair of SYK or Tensor models coupled by the quartic interactions, and show that they produce a richer set of phenomena. These include a line of fixed points, where critical exponents vary along the line and formally acquire imaginary parts outside it. For one sign of the coupling constant, the approximate scale invariance continues to hold. For the other, a gap opens in the energy spectrum, resulting in exponential fall-off of correlation functions. This is indicative of breaking of a discrete symmetry. Thus, our quantum mechanical model exhibits dynamical phenomena characteristic of higher dimensional quantum field theories. Furthermore, the gapped phase of our model may be dual to a certain traversable wormhole in two-dimensional space-time.

The talk will end with a similar discussion of a pair of complex SYK models coupled by a quartic interaction which preserves the U(1) x U(1) symmetry. For a range of parameters, this model gives rise to breaking of one of the U(1) symmetries. This is demonstrated via an analysis of the large N Dyson-Schwinger equations, as well as by Exact Diagonalizations of the finite N Hamiltonians.

 
Date:
-
Location:
zoom
Event Series:

Special Seminar: Direct Detection of Gravitational Waves from Colliding Black Holes - The Inside Story

On September 14, 2015, LIGO detectors picked up a gravitational wave signal coming from the merger of a binary black hole. This is the first direct detection of gravitational waves and the first observation of binary black hole and its merger. In this talk we will go over the key aspects of the discovery, and highlight some its implications for fundamental physics and astrophysics.

Date:
-
Location:
CP179
Event Series: