On Bayesian mechanics: a physics of and by beliefs MJD Ramstead, DAR Sakthivadivel, C Heins, M Koudahl, B Millidge, ... Interface Focus 13 (3), 20220029, 2023 | 76 | 2023 |
Path integrals, particular kinds, and strange things K Friston, L Da Costa, DAR Sakthivadivel, C Heins, GA Pavliotis, ... Physics of Life Reviews, 2023 | 57 | 2023 |
Designing ecosystems of intelligence from first principles KJ Friston, MJD Ramstead, AB Kiefer, A Tschantz, CL Buckley, ... Collective Intelligence 3 (1), 26339137231222481, 2024 | 27 | 2024 |
Towards a Geometry and Analysis for Bayesian Mechanics DAR Sakthivadivel arXiv preprint arXiv:2204.11900, 2022 | 22 | 2022 |
Entropy-Maximising Diffusions Satisfy a Parallel Transport Law DAR Sakthivadivel arXiv preprint arXiv:2203.08119, 2022 | 22* | 2022 |
Weak Markov Blankets in High-Dimensional, Sparsely-Coupled Random Dynamical Systems DAR Sakthivadivel arXiv preprint arXiv:2207.07620, 2022 | 20 | 2022 |
On the Map-Territory Fallacy Fallacy MJD Ramstead, DAR Sakthivadivel, KJ Friston arXiv preprint arXiv:2208.06924, 2022 | 11 | 2022 |
Magnetisation and Mean Field Theory in the Ising Model DAR Sakthivadivel SciPost Physics Lecture Notes, 035, 2022 | 10 | 2022 |
A worked example of the Bayesian mechanics of classical objects DAR Sakthivadivel Active Inference: Third International Workshop, IWAI 2022, Grenoble, France …, 2023 | 5 | 2023 |
Regarding Flows Under the Free Energy Principle: A Comment on" How Particular is the Physics of the Free Energy Principle?" by Aguilera, Millidge, Tschantz, and Buckley DAR Sakthivadivel Physics of Life Reviews 42, 25 - 28, 2022 | 5 | 2022 |
Making and breaking symmetries in mind and life A Safron, DAR Sakthivadivel, Z Sheikhbahaee, M Bein, A Razi, M Levin Interface Focus 13 (3), 20230015, 2023 | 3 | 2023 |
Formalising the Use of the Activation Function in Neural Inference DAR Sakthivadivel Complex Systems 31 (4), 433 - 449, 2022 | 2 | 2022 |
Some Minimal Notes on Notation and Minima: A Comment on "How Particular is the Physics of the Free Energy Principle?" by Aguilera, Millidge, Tschantz, and Buckley MJD Ramstead, DAR Sakthivadivel Physics of Life Reviews 42, 4 - 7, 2022 | 2 | 2022 |
Characterising the Non-Equilibrium Dynamics of a Neural Cell DAR Sakthivadivel arXiv preprint arXiv:2102.09146, 2021 | 1 | 2021 |
An approach to non-equilibrium statistical physics using variational Bayesian inference MJD Ramstead, DAR Sakthivadivel, KJ Friston arXiv preprint arXiv:2406.11630, 2024 | | 2024 |
Functorial Statistical Physics: Feynman--Kac Formulae and Information Geometries DAR Sakthivadivel arXiv preprint arXiv:2212.13618, 2022 | | 2022 |
Large Deviations and Statistical Inference in Phased Materials DAR Sakthivadivel 2022 Fall Western Sectional Meeting, 2022 | | 2022 |
PDE Analysis via Inference: Treating Dynamical Systems as Data-Generating Processes DAR Sakthivadivel | | 2021 |
A Multiscale Model of Traumatic Brain Injury Suggests Possible Mechanisms of Post-Traumatic Psychosis DAR Sakthivadivel bioRxiv, 2021.04. 19.440551, 2021 | | 2021 |