Optimal Initialization in Depth: Lyapunov Initialization and Limit Theorems for Deep Leaky ReLU Networks
Kogler, C
Schwarz, T
Kittle, S
(11 Feb 2026)
https://arxiv.org/abs/2602.10949v2
Milestoning Markov-jump dynamics: Stationary properties, thermodynamic consistency, kinetic hysteresis, and fluctuation symmetries
Schwarz, T
Hartich, D
Godec, A
(15 Jun 2026)
https://arxiv.org/abs/2606.17033v1
Robust quantum control with disorder-dressed evolution
Araki, T
Nori, F
Gneiting, C
(15 Aug 2022)
https://arxiv.org/abs/2208.07008v2
Digital quantum simulation of Schrödinger dynamics using adaptive approximations of potential functions
Araki, T
Stokes, J
Veerapaneni, S
(09 Dec 2022)
https://arxiv.org/abs/2212.04942v1
From random walks on networks to nonlinear diffusion
Falcó, C
(17 Jun 2022)
https://arxiv.org/abs/2206.08859v2
Speed and stability of segregated waves in a pressure-based model of heterogeneous cell populations
Falcó, C
Crossley, R
Conte, M
Lorenzi, T
(08 Sep 2026)
https://arxiv.org/abs/2609.09043v2
Finite-time scaling for epidemic processes with power-law superspreading events
Falcó, C
Corral, Á
(20 Oct 2021)
https://arxiv.org/abs/2110.10459v4
We invite applications for two Postdoctoral Research Associate posts to work with Professor Helen Byrne at the Mathematical Institute, University of Oxford. These are three-year, fixed-term positions, funded by the GSK-Imperial-Oxford Modelling-Informed Medicine Centre (MiMeC). The starting dates of the positions are flexible.
Graham Farmelo's authorised biography of Stephen Hawking has just been published. The title of this Oxford Mathematics Roger Penrose Public Lecture is the same as the one that Hawking chose for his Lucasian Inaugural Lecture in April 1980. Graham will look at the genesis of his presentation, the splash it made and how views on the subject changed in later decades.
Graham Farmelo is a biographer and science writer. He has written an acclaimed biography of Paul Dirac as well as his biography of Stephen Hawking.
Deep Hilbert--Galerkin Methods for Infinite-Dimensional PDEs and Optimal Control
Cohen, S
Feo, F
Hebner, J
Sirignano, J
(19 Mar 2026)
https://arxiv.org/abs/2603.19463v1