NIFTY Financial News Headlines Dataset
Saqur, R Kato, K Vinden, N Rudzicz, F (15 May 2024)
What Teaches Robots to Walk, Teaches Them to Trade too -- Regime Adaptive Execution using Informed Data and LLMs
Saqur, R (19 Jun 2024)
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework
Vinden, N Saqur, R Zhu, Z Rudzicz, F (21 Feb 2025)
Thu, 05 Feb 2026

12:00 - 13:00
C5

Well-Posedness of Characteristic Free-Boundary Problems in Ideal Compressible MHD

Difan Yuan
(Beijing Normal University)
Abstract

We study two-dimensional characteristic free-boundary problems in ideal compressible magnetohydrodynamics. For current-vortex sheets, surface-wave effects yield derivative loss and only weak (neutral) stability; under a sufficient stability condition on the background state we obtain anisotropic weighted Sobolev energy estimates and prove local-in-time existence and nonlinear stability via a Nash-Moser scheme, confirming stabilization by strong magnetic fields against Kelvin-Helmholtz instability. For the plasma-vacuum interface, coupling hyperbolic MHD with elliptic pre-Maxwell dynamics, we establish local existence and uniqueness provided at least one magnetic field is nonzero along the initial interface.


 

Large-order perturbation theory of linear eigenvalue problems
Chapman, J Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
Multimodal graph networks for compositional generalization in visual question answering
Saqur, R Narasimhan, K Advances in Neural Information Processing Systems volume 2020-December (01 Jan 2020)
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
Saqur, R Vivona, S Advances in Intelligent Systems and Computing volume 944 511-525 (24 Apr 2020)
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
Naeini, S Saqur, R Saeidi, M Giorgi, J Taati, B Advances in Neural Information Processing Systems volume 36 (01 Jan 2023)
Wed, 18 Feb 2026

11:00 - 13:00
L4

Local and Global Well-Posedness for the Phi^4 Equation in Bounded Domains

Dr Rhys Steele
(Max Planck Institute for Mathematics in the Sciences)
Abstract

In recent years, a more top-down approach to renormalisation for singular SPDEs has emerged within the theory of regularity structures, based on regularity structures of multi-indices. This approach adopts a geometric viewpoint, aiming to stably parametrise the solution manifold rather than the larger space of renormalised objects that typically arise in fixed-point formulations of the equation. While several works have established the construction of the renormalised data (the model) in this setting, less has been shown with regards to the corresponding solution theory since the intrinsic nature of the model leads to renormalised data that is too lean to apply Hairer’s fixed-point approach.

In this talk, I will discuss past and ongoing work with L. Broux and F. Otto addressing this issue for the Phi^4 equation in its full subcritical regime. We establish local and global well-posedness within the framework of regularity structures of multi-indices; first in a space-time periodic setting and subsequently in domains with Dirichlet boundary conditions.

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