dynamical_systems

Neural PDE operator learning Especially forward operators. Image-to-image regression, where the images encode a physical process. 2019-10-15 – 2023-10-19
Materials informatics Machine learning in condensed matter physics, chemistry and materials science 2023-08-01 – 2023-08-08
Neural nets with implicit layers Also, declarative networks, bi-level optimization and other ingenious uses of the implicit function theorem 2020-12-08 – 2023-06-28
Ensemble Kalman methods Data Assimilation; Data fusion; Sloppy filters for over-ambitious models 2015-06-22 – 2023-03-18
The edge of chaos Computation, evolution, competition and other past-times of faculty 2016-12-01 – 2022-10-30
Neural nets with implicit layers Also, declarative networks, bi-level optimization and other ingenious uses of the implicit function theorem 2020-12-08 – 2022-08-09
Signal sampling Discrete representation of continuous signals and converse 2017-05-30 – 2022-06-24
SLAM Simultaneous Location and Mapping 2014-11-25 – 2022-04-28
Infinitesimal generators Generators of the transition semi-group, connection to Kolmogorov forward equations 2017-05-29 – 2020-02-05
Rhythm Especially for generative music 2014-11-03 – 2019-10-23
Signal processing That which you study for 4 years in order to design trippy music visualisers 2015-03-18 – 2018-01-05