Multi-canonical methods and lattice field theory

Speaker List

• Gert Aarts (Swansea University and ECT*)
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    Energy-based diffusion models for complex actions

• KWAME APPIAH (GHANA ATOMIC ENERGY COMMISSION)
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    Machine-Learned Density of States in Multicanonical Simulations

• Liane Backfried (Universität Bern)
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    Machine learning a fixed-point action for the O(3) non-linear sigma-model in d=2

• Michele Caselle (Università di Torino)
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    Monte Carlo methods for data mining in complex systems.

• Guilherme Catumba (University Milano-Bicocca)
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    Tackling the Signal to Noise problem with Stochastic Automatic Differentiation

• Elia Cellini (University of Turin/ INFN Turin)
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    A scalable flow-based approach to mitigate topological freezing

• Miranda C.N. Cheng (U. Amsterdam and Academia Sinica, Taiwan)
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    Continuous normalizing flows for the quantum rotor

• Roberto Dionisio (Università di Pisa / INFN sez. di Pisa)
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    The QCD Sphaleron Rate: A First-Principles Determination from Inverse-Problem Techniques

• Timo Eichhorn (University of Wuppertal)
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    Enhanced sampling methods to mitigate topological freezing

• Jacob Finkenrath
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    Results for fermionic observables by using a two-level sampling method

• Marylou Gabrié
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    Revisiting collective-variable guided sampling with normalizing flows

• Mathis Gerdes (University of Amsterdam)
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    Crafting Analytic Normalizing Flows

• Andrea Giorgieri (University of Pisa)
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    Fighting topological freezing in SU($N$) Yang--Mills theories with the PTBC algorithm

• Victor Manuel Granados Pinto (Universität Bern)
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    Exploration of parallel tempering to reduce topological freezing

• Jaakko Hällfors (University of Helsinki)
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    Expanded Ensemble Method for Bubble Nucleation

• Gurtej Kanwar (University of Bern)
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    Introduction

• João Octavio Kül (Universidade de São Paulo / University of Edinburgh)
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    Studying critical slowing down of topological observables

• Francesca Margari
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    The smeared R-ratio in isoQCD from first-principles lattice simulations

• David Mason (Jülich Forschungszentrum)
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    Logarithmic linear relaxation method for non-Abelian gauge theories at finite temperature

• Ludovica Pirelli (University of Wuppertal)
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    A canonical formulation of lattice QCD with physical quark masses

• Thomas Ranner (TU Wien)
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    Diffusion models for U(2) and SU(2) lattice field theory

• Fernando Romero-Lopez (MIT)
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    Variance reduction with machine-learned flows

• Simone Romiti (Uni-Bern)
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    SU(N) eigenstates with Physics-Informed Neural Networks

• Muhammad Saad (LUMS)
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    Implications of Yukawa interactions in scalar sector

• Simran Singh (University of Bonn)
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    Applying normalising-flow-based density of states to 2D U(1) lattice gauge theory with a $\theta$-term

• Saifuddin Syed (University of British Columbia)
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    Accelerating Parallel Tempering with Neural Transports

• Octavio Vega (University of Illinois Urbana-Champaign)
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    Equivariant Diffusion-based Sampling for Lattice Field Theory

• Lorenzo Verzichelli (Università di Torino, INFN sezione di Torino)
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    Free energy difference with Jarzynski equality: Interfaces in the lattice phi^4 theory

• Urs Wenger
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    Nested sampling for gauge theories

• Fabian Zierler (Technical University of Munich)
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    The density of states in finite-temperature Sp(4) Yang-Mills theory