Physics

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

The edge of chaos Computation, evolution, competition and other past-times of faculty 2016-12-01 – 2022-10-30

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

Physical infrastructure 2022-09-24

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

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

Learnable coarse-graining Approximate meso-scale physics 2020-08-24 – 2022-07-13

Multi fidelity models Data-driven multi-scale sampling 2020-08-24 – 2022-07-12

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

Measure-valued stochastic processes Moving masses 2020-10-16 – 2022-05-03

Partition-valued random variates 2022-04-01

Measure-valued random variates Including completely random measures and many generalizations 2020-10-16 – 2022-03-30

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

Learning with conservation laws, invariances and symmetries 2020-04-11 – 2022-02-25

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

Quantum computing 2017-12-14 – 2022-01-21

Convolutional subordinator processes 2021-03-08 – 2021-12-01

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

Decoupling the economy from energy 2021-05-21

Power generation, engineering and use Miscellaneous links on the magical terrible process of keeping the lights on 2021-05-04

Convolutional Gaussian processes 2021-03-01

Stochastic processes on manifolds 2021-03-01

Statistical mechanics of statistics 2016-12-01 – 2021-01-06

Emulators and surrogate models Shortcuts in scientific simulation using ML 2020-08-12 – 2020-08-26

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

Quantum information in physics What are qubits again? 2017-07-24 – 2017-12-14

Lagrangian mechanics 2015-02-11 – 2017-06-18

Special functions 2014-07-25 – 2016-12-21

Material basis of the economy 2011-10-17 – 2016-08-01

Thermodynamics 2015-02-20 – 2016-01-18

Earthquakes 2015-07-14