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LOWRANK EXTENDED KALMAN FILTERING FOR ONLINE LEARNING OF NEURAL NETWORKS FROM STREAMING DATA
(Proceedings of Machine Learning Research, 20230101)We propose an efficient online approximate Bayesian inference algorithm for estimating the parameters of a nonlinear function from a potentially nonstationary data stream. The method is based on the extended Kalman filter ... 
First passage time analysis of spatial mutation patterns reveals subclonal evolutionary dynamics in colorectal cancer.
(Public Library of Science, 20230313)The signature of early cancer dynamics on the spatial arrangement of tumour cells is poorly understood, and yet could encode information about how subclones grew within the expanding tumour. Novel methods of quantifying ... 
Network science Ising states of matter.
(American Physical Society, 2023) 
Cell migration: Beyond Brownian motion.
(20240417) 
On topological bound states and secular equations for quantumgraph eigenvalues
(EMS Press, 2024) 
9780750363426 EPS Grand Challenges: Physics for Society in the Horizon 2050
(IOP Publishing Ltd, 20240323)There are many images of science and the activities of scientists. Some would imply that science would eventually reach the limits of knowledge while others create an expectation of endless horizons. Some people would ... 
Quantum geodesic flow on the integer lattice line
(IOP Publishing Ltd, 2023)We use a recent formalism of quantum geodesics in noncommutative geometry to construct geodesic flow on the infinite chain · · · •••· · ·. We find that noncommutative effects due to the discretisation of the line generically ... 
Quantum geodesics in quantum mechanics
(American Institute of Physics, 20240105)We show that the standard Heisenberg algebra of quantum mechanics admits a noncommutative differential calculus Ω1 depending on the Hamiltonian p2/2m + V(x), and a flat quantum connection ∇ with torsion such that a previous ... 
Dataset: Improving Convergence of Generalised Rosenbluth Sampling for Branched Polymer Models by Uniform Sampling
(Queen Mary University of London, 20240407)This data set contains the basis for the publication of "Improving Convergence of Generalised Rosenbluth Sampling for Branched Polymer Models by Uniform Sampling." The data set contains the raw simulation data used to ... 
Functional inequalities on symmetric spaces of noncompact type and applications
(2024)The aim of this paper is to begin a systematic study of functional inequalities on symmetric spaces of noncompact type of higher rank. Our first main goal of this study is to establish the Stein–Weiss inequality, also known ... 
Logarithmic Sobolev inequalities on Lie groups
(20210629) 
Universality class of the special adsorption point of twodimensional lattice polymers.
(American Physical Society, 202308)In recent work [Rodrigues et al., Phys. Rev. E 100, 022121 (2019)10.1103/PhysRevE.100.022121], evidence was found that the surface adsorption transition of interacting selfavoiding trails (ISATs) placed on the square ...