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Sina Heydari
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Year
Learning to swim in potential flow
Y Jiao, F Ling, S Heydari, N Heess, J Merel, E Kanso
Physical Review Fluids 6 (5), 050505, 2021
462021
School cohesion, speed and efficiency are modulated by the swimmers flapping motion
S Heydari, E Kanso
Journal of Fluid Mechanics 922, A27, 2021
272021
Sea star inspired crawling and bouncing
S Heydari, A Johnson, O Ellers, MJ McHenry, E Kanso
Journal of the Royal Society Interface 17 (162), 20190700, 2020
222020
Active tail flexion in concert with passive hydrodynamic forces improves swimming speed and efficiency
H Hang, S Heydari, JH Costello, E Kanso
Journal of Fluid Mechanics 932, A35, 2022
162022
Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice
Y Jiao, F Ling, S Heydari, N Heess, J Merel, E Kanso
arXiv preprint arXiv:2405.11457, 2024
22024
Soft skeletons transmit force with variable gearing
O Ellers, KI Ellers, AS Johnson, T Po, S Heydari, E Kanso, MJ McHenry
Journal of Experimental Biology 227 (9), jeb246901, 2024
22024
Mapping Spatial Patterns to Energetic Benefits in Groups of Flow-coupled Swimmers
S Heydari, H Hang, E Kanso
bioRxiv, 2024.02. 15.580536, 2024
22024
Learning tube feet control for sea star locomotion
S Heydari, J Merel, MJ McHenry, E Kanso
INTEGRATIVE AND COMPARATIVE BIOLOGY 62, S143-S143, 2023
12023
Interpretable and Generalizable Strategies for Stably Following Hydrodynamic Trails
H Hang, Y Jiao, S Heydari, F Ling, J Merel, E Kanso
bioRxiv, 2023.12. 15.571932, 2023
12023
Learning to blindly follow hydrodynamic trails
H Hang, S Heydari, Y Jiao, E Kanso
Bulletin of the American Physical Society 67, 2022
12022
Navigation of a three-link microswimmer via deep reinforcement learning
Y Lai, S Heydari, OS Pak, Y Man
Bulletin of the American Physical Society, 2024
2024
Learning to school through local sensory information
V Bueno Garcia, M Uffenheimer, OS Pak, S Heydari
Bulletin of the American Physical Society, 2024
2024
Flow sensing and feedback control for maintaining school cohesion in uncoordinated flapping swimmers
H Hang, S Heydari, E Kanso
2024 American Control Conference (ACC), 3960-3965, 2024
2024
Mapping Spatial Patterns to Energetic Benefits in
S Heydari, H Hang, E Kanso
2024
Unveiling decentralized feedback mechanisms in sea star locomotion using deep reinforcement learning
S Heydari, J Merel, M McHenry, E Kanso
Bulletin of the American Physical Society, 2024
2024
Learning to track flows
H Hang, Y Jiao, S Heydari, F Ling, E Kanso
Bulletin of the American Physical Society, 2024
2024
Flow-coupled swimmers self-organize into energetically cooperative or greedy spatial patterns
S Heydari, H Hang, E Kanso
Bulletin of the American Physical Society, 2023
2023
Flow interactions stabilize flapping swimmers at positions that favor power saving
S Heydari, E Kanso
APS Division of Fluid Dynamics Meeting Abstracts, M13. 006, 2021
2021
Hierarchical control in sea star inspired locomotion
S Heydari, T Po, M McHenry, E Kanso
APS March Meeting Abstracts 2021, Y14. 004, 2021
2021
The neuromechanics of locomotion in sea stars (Protoreaster nodosus)
T Po, S Heydari, E Kanso, MJ Mchenry
INTEGRATIVE AND COMPARATIVE BIOLOGY 60, E396-E396, 2020
2020
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