Events

The workshop aims to promote the transfer of methods and ideas between the environmental modelling and infectious disease modelling communities. By discussing the common mathematical challenges that underpin both subjects, we hope that attendees will gain new tools and perspectives to advance their own research.

Anomalous diffusion has been observed in many natural systems, from cellular signalling and animal foraging to contaminant transport in groundwater. This short course consists of two parts. We will first discuss the interplay between anomalous subdiffusions and time-fractional differential equations, including how they arise naturally as scaling limits of random walks. We will then present some recent results, in particular probabilistic representations for solutions of time-fractional equations with source terms. A notable feature is the appearance of two fundamental solutions. We will also discuss applications to scaling limits of trap models and two-sided estimates of fundamental solutions for time-fractional parabolic equations.

Time and Place: 21 April (Tuesday) 11-12 and 14-15; 24 April (Friday) 11-12 and 14-15

Anomalous diffusion has been observed in many natural systems, from cellular signalling and animal foraging to contaminant transport in groundwater. This short course consists of two parts. We will first discuss the interplay between anomalous subdiffusions and time-fractional differential equations, including how they arise naturally as scaling limits of random walks. We will then present some recent results, in particular probabilistic representations for solutions of time-fractional equations with source terms. A notable feature is the appearance of two fundamental solutions. We will also discuss applications to scaling limits of trap models and two-sided estimates of fundamental solutions for time-fractional parabolic equations.

Time and Place: 21 April (Tuesday) 11-12 and 14-15; 24 April (Friday) 11-12 and 14-15

This one-day workshop will bring together leading researchers to discuss recent developments in stochastic analysis, stochastic control, and their applications in finance and applied probability.

The conference takes place from 1 May 2026 at the University of Warwick, in Coventry.

You can register for the conference at the registration page up to the 27 of April or until the event reaches capacity. Registration is free of charge.

details will follow

tbc

Overview

Modern neural networks operate at unprecedented scales across model size, data and compute. A central research problem is to understand how their performance scales with these factors, which guides how networks can be trained optimally at scale. In recent years, empirical heuristics for scaling have arguably driven much of the success of Large Language Models (LLMs). Theoretical work on scaling laws has also seen much fruitful progress, shedding light on empirical phenomena such as model collapse, emergence and training stability, while providing concrete practical insights on techniques such as hyperparameter tuning.

This three-day workshop will bring together researchers working at the frontiers of theoretical scaling laws to share their insights about the field. The workshop will be the first of its kind in the UK, inspired by successes of similar workshops in the US and Europe.

• The first half of the workshop consists of introductory tutorials, with the aim of equipping attendees with basic tools for framing and understanding problems in this field;
• The second half will feature talks on latest research advances.

The aim is for researchers across academia and industry to learn about and participate in this active field of research, which has seen many fruitful empirical outcomes.