Antonio C. Costa, Gautam Sridhar, Claire Wyart, Massimo Vergassola. Fluctuating landscapes and heavy tails in animal behavior PRX Life Github repo: https://github.com/AntonioCCosta/fluctuating_potential
W. Mathijs Rozemuller, Steffen Werner, Antonio Carlos Costa, Liam O’Shaughnessy, Greg J. Stephens, Thomas S. Shimizu. Statistics of C. elegans turning behavior reveals optimality under biasing constraints arXiv
Antonio C. Costa, Tosif Ahamed, David Jordan, Greg J. Stephens. A Markovian dynamics for C.elegans behavior across scales arXiv Github repo: https://github.com/AntonioCCosta/markov_worm
Antonio C. Costa, Tosif Ahamed, David Jordan, Greg J. Stephens. Maximally predictive states: From partial observations to long timescales Chaos Github repo: https://github.com/AntonioCCosta/maximally_predictive_states
Tosif Ahamed, Antonio C. Costa, Greg J. Stephens. Capturing the Continuous Complexity of Behavior in C. elegans Nature Physics (see also News & Views article)
Laetitia Hebert, Tosif Ahamed, Antonio C. Costa, Liam O’Shaughnessy, Greg J. Stephens. WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans PLoS Comput Biol Python package docs: https://iteal.github.io/wormpose/
Stephen J. Helms, W. Mathijs Rozemuller, Antonio C. Costa, Leon Avery, Greg J. Stephens, Thomas S. Shimizu. Modelling the ballistic-to-diffusive transition in nematode motility reveals variation in exploratory behaviour across species J. R. Soc. Interface
Antonio C. Costa, Tosif Ahamed, Greg J. Stephens. Adaptive locally-linear models of complex dynamics PNAS Github repo: https://github.com/AntonioCCosta/local-linear-segmentation