geometry

Graph neural nets 2020-09-16 – 2022-12-19

Physics-informed neural networks 2019-10-15 – 2022-12-09

Machine learning for physical sciences Turbulent mixing at the boundary between two disciplines with differing inertia and viscosity 2017-05-15 – 2022-12-07

Hamiltonian and Langevin Monte Carlo Physics might be on to something 2018-07-31 – 2022-11-14

Randomised linear algebra 2016-08-16 – 2022-10-22

Φ-Flow A modern python computational fluid dynamics library for ML research 2022-06-24 – 2022-10-04

Gaussian process inference by partial updates 2020-12-03 – 2022-09-22

The Gaussian distribution The default probability distribution 2016-06-27 – 2022-09-22

Hydrology, applied Rivers, aquifers and other wet things that can flood your house 2020-09-07 – 2022-08-30

Neural PDE operator learning 2019-10-15 – 2022-08-29

Machine learning for partial differential equations 2017-05-15 – 2022-08-29

The Matrix-Gaussian distribution 2022-08-19

Distances between Gaussian distributions 2016-06-27 – 2022-07-27

Differentiable PDE solvers 2017-05-15 – 2022-07-20

Hydrology, applied Rivers, aquifers and other wet things that can flood your house 2020-09-07 – 2022-06-30

Emergent spacetime What are qubits again? 2022-05-26

Beta Processes 2019-10-14 – 2022-04-08

Stationary Gamma processes 2019-10-14 – 2022-04-08

Orthonormal and unitary matrices Energy preserving operators, generalized rotations 2019-10-22 – 2022-04-05

Multivariate Gamma distributions 2019-10-14 – 2022-03-14

Fun with rotational symmetries 2021-01-29 – 2022-03-03

Learning Gaussian processes which map functions to functions 2020-12-07 – 2022-02-25

Learning on manifolds Finding the lowest bit of a krazy straw, from the inside 2011-10-21 – 2022-01-26

Matrix-valued random variates 2021-12-01 – 2022-01-06

Random rotations 2021-05-18 – 2021-12-01

Convolutional stochastic processes Moving averages of noise 2021-03-01 – 2021-08-16

Isotropic random vectors 2011-08-10 – 2021-05-24

Randomized low dimensional projections 2021-03-12 – 2021-05-24

Convolutional Gaussian processes 2021-03-01

Stochastic processes on manifolds 2021-03-01

Bushfire models 2020-09-07 – 2020-08-19

Natural gradient descent Climbing slower on the tricky bits 2019-07-18 – 2020-05-26

Information geometry 2011-10-21 – 2019-12-27

Differential geometry, geometric algebra etc 2014-11-27 – 2016-10-13

Curved exponential families 2016-04-19

Elliptical distributions 2015-06-23

Geometry of fitness landscapes 2011-07-27 – 2015-06-17

Configuration space of the economy 2011-09-07