Capturing the continuous complexity of behaviour in Caenorhabditis elegans T Ahamed, AC Costa, GJ Stephens Nature Physics 17 (2), 275-283, 2021 | 91 | 2021 |
Adaptive, locally linear models of complex dynamics AC Costa, T Ahamed, GJ Stephens Proceedings of the National Academy of Sciences 116 (5), 1501-1510, 2019 | 91 | 2019 |
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans L Hebert, T Ahamed, AC Costa, L O’shaughnessy, GJ Stephens PLoS computational biology 17 (4), e1008914, 2021 | 52 | 2021 |
Maximally predictive states: From partial observations to long timescales AC Costa, T Ahamed, D Jordan, GJ Stephens Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023 | 18* | 2023 |
Modelling the ballistic-to-diffusive transition in nematode motility reveals variation in exploratory behaviour across species SJ Helms, WM Rozemuller, AC Costa, L Avery, GJ Stephens, TS Shimizu Journal of The Royal Society Interface 16 (157), 20190174, 2019 | 14 | 2019 |
A Markovian dynamics for Caenorhabditis elegans behavior across scales AC Costa, T Ahamed, D Jordan, GJ Stephens Proceedings of the National Academy of Sciences 121 (32), e2318805121, 2024 | 10 | 2024 |
Fluctuating landscapes and heavy tails in animal behavior AC Costa, G Sridhar, C Wyart, M Vergassola PRX Life 2 (2), 023001, 2024 | 7* | 2024 |
Uncovering multiscale structure in the variability of larval zebrafish navigation G Sridhar, M Vergassola, JC Marques, MB Orger, AC Costa, C Wyart Proceedings of the National Academy of Sciences 121 (47), e2410254121, 2024 | 3 | 2024 |
Entropy for time series forecasting J Costa, A Costa, K Kenda, JP Costa Proceedings of the Slovenian KDD Conference, 2021 | 3 | 2021 |
Suggested searches JM Lawson, SE Salem, D Miller, A Kahler, WJ van den Boer, CA Shilton, ... Perspective, 2024 | | 2024 |
Adaptation, fluctuating landscapes and heavy-tails in animal behavior AC Costa, M Vergassola Bulletin of the American Physical Society, 2024 | | 2024 |
Uncovering principles of long timescale sensory evoked navigation in larval zebrafish G Sridhar, AC Costa, M Vergassola, C Wyart Bulletin of the American Physical Society, 2024 | | 2024 |
Statistics of C. elegans turning behavior reveals optimality under biasing constraints W Mathijs Rozemuller, S Werner, AC Costa, L O'Shaughnessy, ... arXiv e-prints, arXiv: 2311.00616, 2023 | | 2023 |
Emergence of long time scales in a fluctuating landscape picture of animal behavior AC Costa, M Vergassola APS March Meeting Abstracts 2023, B08. 013, 2023 | | 2023 |
Data-driven discovery of long timescale behavioral strategies during sensory evoked locomotion G Sridhar, AC Costa, M Vergassola, C Wyart APS March Meeting Abstracts 2023, B08. 014, 2023 | | 2023 |
DBIO Dissertation Award (2021): Physics of Behavior Across Scales AC Costa APS March Meeting Abstracts 2022, T14. 003, 2022 | | 2022 |
Bridging time scales in C. elegans behavior AC Costa, T Ahamed, D Jordan, G Stephens APS March Meeting Abstracts 2021, P14. 004, 2021 | | 2021 |
Bridging time scales in C. elegans behavior through transfer operators A Costa, D Jordan, G Stephens Bulletin of the American Physical Society 65, 2020 | | 2020 |
Adaptive, Locally-Linear Models of Living Dynamics A Costa, T Ahamed, G Stephens APS March Meeting Abstracts 2018, X06. 011, 2018 | | 2018 |
The chaotic route from classical to statistical mechanics: the meaning of entropy A Costa | | |