Journal Publication
* represents the corresponding author.
Underscore represents the HQPs I supervised or co-supervised.
2025:
60. Zhu Y, Kang L∗, Tong X, Ma J, Tian F∗, Fan D∗. (2025). Intermittent swimmers optimize energy expenditure with flick-to-flick motor control. Journal of Fluid Mechanics, 1006(A27).Link
59. Feng H, Yuan D, Miao J, You J, Wang Y, Zhu Y, Fan D∗. (2025). Effcient navigation of a robotic fish swimming across the vortical flow field. Journal of Hydrodynamics, 36(6), 1118-1129.Link, PDF
58. Gong S, Kang L, Fan D∗, Cui W, Lu X. (2025). Hydrodynamic interactions between two self-propelled flapping plates swimming towards each other. Acta Mechanica Sinica, 41 (3), 323664.Link, PDF
2024:
57. Liang A, Wang Z, Luo H, Zheng K, Li R, Ge M, Fan D∗. (2024). Mixed neural operator learning on the solitary wave propagation over slope topography and inverse problem. Physics of Fluids, 36 (11).Link
56. Ren P, Wang J, Lin K, Fan D∗. (2024). Propulsion performance of flapping hydrofoil by using discrete vortex method. Physics of Fluids, 36 (11).Link
55. Yang Y, Wei H, Fan D, Li A. (2024). A new strategy optimisation method for underwater flapping foil propulsion based on Twin-Delayed Deep Deterministic and Gaussian process regression. Ocean Engineering, 311, 118813.Link, PDF
54. Mentzelopoulos A P, Fan D, Sapsis T P, Triantafyllou M S. (2024). Variational autoencoders and transformers for multivariate time-series generative modeling and forecasting: Applications to vortex-induced vibrations. Ocean Engineering , 310, 118639.Link, PDF
53. Liu Q, Chen H, Guo P,Su G, Li W, Zeng X, Fan D, Cui W. (2024). Unified scheme design and control optimization of flapping wing for next-generation manta ray robot. Ocean Engineering, 309, 118487.Link
52. Mentzelopoulos A, Prele E, Fan D, Ferrandis A, Sapsis T, Triantafyllou M S. (2024). Reconstructing flexible body vortex-induced vibrations using machine-vision and predicting the motions using semi-empirical models informed with transfer learned hydrodynamic coeffcient. Journal of Fluids and Structures, 129, 104154.Link, PDF
51. Wang Z, Deng N, Maceda C, Xu W, Noack B, Li R, Cui W, Fan D∗.(2024). Fast-adaption thrust optimization by cluster-based control for a pitching foil. Physics of Fluids, 36 (9).Link
50. Tong X, Kang L,Fan D∗.(2024). Flow sensing of a solid plate in the wake vortex street. Physics of Fluids, 36 (9).Link
49. Ferrandis J, Mentzelopoulos A, Ronglan E, Rudy S, Fan D, Sapsis T, Triantafyllou M S (2024). Improving predictions of vortex induced vibrations via generalizable hydrodynamic databases across several current incidence angles. Journal of Fluids and Structures, 126,104086.Link, PDF
48. Edvard Ronglan, Alfonso Parra Rubio, Alexis Oliveira da Silva, Fan D, Jeffrey L Gair Jr, Patritsia Maria Stathatou, Carolina Bastidas, Erik Strand, Jose del Aguila Ferrandis, Neil Gershenfeld, Michael S Triantafyllou (2024).Architected materials for artificial reefs to increase storm energy dissipation. PNAS nexus, 3 (3), pgae101.Link, PDF
47. Cui X, Sun B, Zhu Y, Yang N, Zhang H, Cui W, Fan D.∗, Wang J(2024).Enhancing effciency and propulsion in bio-mimetic robotic fish through end-to-end deep reinforcement learning. Physics of Fluids, 36(3).Link
46. Chen H, Zhang Z, Li W, Liu Q, Sun K, Fan D, Cui W (2024). Ensemble of surrogates in black-box-type engineering optimization: Recent advances and applications. Expert Systems with Applications, 248, 123427.Link, PDF
45. Wang, Z.,Lin,R.,Zhao, Z.,Chen, X., Guo, P., Yang, N., Wang, Z. Fan, D.∗ (2024). Learn to flap: foil non-parametric path planning via deep reinforcement learning. Journal of Fluid Mechanics, 984, A9.Link
44. Wang, Z.,Yuan, D., Wu, C., Chen, X., Li, R.∗, Cui, W., Fan, D.∗ (2024). Multiobjective optimization for flapping foil hydrodynamics with a multitask and multifidelity approach. Physical Review E, 109, 015103.Link
43. Wang, Z., Yan, Y., Zeng, X., Li R.∗, Cui, W., Liang, Y., Fan, D. (2024).Joint multi-objective optimization based on multitask and multi-fidelity Gaussian processes for flapping foil. Ocean Engineering, 294, 116862.Link, PDF
2023:
42. Shang, X., Wang, N., Cao, S., Chen, H., Fan, D., Zhou, N., & Qiu, M. Fiber‐integrated Force Sensor using 3D Printed Spring‐Composed Fabry‐Perot Cavities with a High Precision Down to Tens of Piconewton. Advanced Materials, 2305121. Link
41. Kang, L. L., Gong, S. X., Lu, X. Y., Cui, W. C., & Fan, D. X. (2023). Scaling laws for the intermittent swimming performance of a flexible plate at low Reynolds number. Journal of Hydrodynamics, 35(4), 803-810.Link, PDF
40. Xu, L., Wang, J., Triantafyllou, M. S., & Fan, D. (2024). Predictions of multi-scale vortex-induced vibrations based on a multi-fidelity data assimilation method. Marine Structures, 93, 103539. Link
39. Sun, B., Li, R., Cui, W., Fan, D., & Shen, Y. (2023). Gaussian process regression for the side-by-side foil pair. Physics of Fluids, 35(10). Link, PDF
38. Wang, Z., Fan, D., Jiang, X., Triantafyllou, M. S., & Karniadakis, G. E. (2023). Deep reinforcement transfer learning of active control for bluff body flows at high Reynolds number. Journal of Fluid Mechanics, 973, A32. Link
37. Bao, Y., Shi, X., Wang, Z., Zhu, H., Srinil, N., Li, A., ... & Fan, D. (2023). Deep reinforcement learning for propulsive performance of a flapping foil. Physics of Fluids, 35(10). Link
36. Xue, J., Han, F., van Oorschot, B. K., Clifton, G., & Fan, D. (2023). Exploring storm petrel pattering and sea-anchoring using deep reinforcement learning. Bioinspiration & Biomimetics, 18(6), 066016.Link,PDF
35. Ge, M., Zhou, H., Vaidheeswaran, A., Rogers, W., Fan, D., & Li, C. (2023). Multi-scale experimental investigation on the fluidization of Geldart B 13X zeolite particles: A comprehensive dataset for CFD validation. Chemical Engineering Journal, 471, 144724. Link
34. Oikonomou, A., Loutas, T., Fan, D., Garmulewicz, A., Nounesis, G., Chaudhuri, S., & Tourlomousis, F. (2023). Physics-Informed Bayesian learning of electrohydrodynamic polymer jet printing dynamics. Communications Engineering, 2(1), 20.Link
33. Feng, H., Wang, Y., Xiang, H., Jin, Z., & Fan, D. (2023). How to control hydrodynamic force on fluidic pinball via deep reinforcement learning. Physics of Fluids, 35(4). Link, PDF
32. Parra Rubio A, Fan D, Jenett B, et al. Modular Morphing Lattices for Large-Scale Underwater Continuum Robotic Structures[J]. Soft Robotics, 2023, 10(4): 724-736.Link, PDF
2022:
31. Rudy S, Fan D, del Aguila Ferrandis J, et al. Optimized parametric hydrodynamic databases provide accurate response predictions and describe the physics of vortex-induced vibrations[J]. Journal of Fluids and Structures, 2022, 112: 103607. Link, PDF
30. Li A, Mentzelopoulos A, Triantafyllou M S, et al. Dual-frequency vortex-induced vibrations of long flexible stepped cylinders[J]. Physics of Fluids, 2022, 34(7): 075105. Link, PDF
29. Sun Y, Wang J, Hu Z, et al. Transition of FIV for a circular cylinder with splitter plates[J]. International Journal of Mechanical Sciences, 2022, 227: 107429. Link, PDF
28. Ma L, Lin K, Fan D, et al. Flexible cylinder flow-induced vibration[J]. Physics of Fluids, 2022, 34(1): 011302. Link, PDF
27. Sun B, Li W, Wang Z, et al. Recent Progress in Modeling and Control of Bio-Inspired Fish Robots[J]. Journal of Marine Science and Engineering, 2022, 10(6): 773. Link, PDF
26. Ge M, Sun C, Zhang G, et al. Combined suppression effects on hydrodynamic cavitation performance in Venturi-type reactor for process intensification[J]. Ultrasonics Sonochemistry, 2022: 106035. Link, PDF
25. Li A, Wu B, Fan D. Vortex-induced vibration of risers with staggered buoyancy modules of small aspect ratio[J]. Applied Ocean Research, 2022, 120: 103014. Link, PDF
24. Ma, L., Lin, K.*, Fan, D.*, Wang, J., Triantafyllou, M. (2022). Flexible Cylinder Flow-Induced Vibrations. Physics of Fluids, 34, 011302. (Feature Article) Link, PDF
23. Li, A., Shi, S., & Fan, D.* (2022). Vortex-induced Vibration of Risers with Staggered Buoyancy Modules of Small Aspect Ratio. Applied Ocean Research,120 (2022): 103014. Link, PDF
22. Li, A., Wu, B., & Fan, D.* (2022). Fluid Forces and Vortex Patterns of an Oscillating Cylinder Pair in Still Water With Both Fixed Side-by-Side and Tandem Configurations. Journal of Offshore Mechanics and Arctic Engineering, 144(2). Link, PDF
2021:
21. Lin, K., Wang, J., Fan, D., & Triantafyllou, M. S. (2021). Flow-induced cross-flow vibrations of long flexible cylinder with an upstream wake interference. Physics of Fluids, 33(6), 065104. Link, PDF
20. Wang, Z., Fan, D.*, & Triantafyllou, M. S. (2021). Illuminating the complex role of the added mass during vortex induced vibration. Physics of Fluids, 33(8), 085120. (Editor Pick) Link, PDF
19. Kharazmi, E., Fan, D., Wang, Z., & Triantafyllou, M. S.* (2021). Inferring vortex induced vibrations of flexible cylinders using physics-informed neural networks. Journal of Fluids and Structures, 107, 103367. Link, PDF
18. Meng, X., Wang, Z., Fan, D., Triantafyllou, M. S.*, & Karniadakis, G. E. (2021). A fast multi-fidelity method with uncertainty quantification for complex data correlations: Application to vortex-induced vibrations of marine risers. Computer Methods in Applied Mechanics and Engineering, 386, 114212. Link, PDF
17. Wang, Z., Li, A., Wu, B., Fan, D.*, Triantafyllou, M. S., & Tang, D. (2021). Asymmetric vortex pair induces secondary traveling wave vibration of a flexible cylinder from still water to incoming flow. Physics of Fluids, 33(12), 125115. (Editor Pick) Link, PDF
16. Lei, J, Fan. D, Angera, A. , Liu, Y., Nepf, H.* Drag force and reconfiguration of cultivated Saccharina latissima in current. Aquacultural Engineering, 94, 102169. Link, PDF
15. Wang Z., Fan D.* , Triantafyllou M., Karniadakis G. A Large-Eddy Simulation Study on the Similarity between Free Vibrations of a Flexible Cylinder and Forced Vibrations of a Rigid Cylinder. Journal of Fluids and Structures 101 ,103223. Link, PDF
2020:
14. Fan, D., Yang, L., Wang, Z., Triantafyllou, M. S.*, Karniadakis, G. E. (2020). Reinforcement learning for bluff body active flow control in experiments and simulations. Proceedings of the National Academy of Sciences, 117(42), 26091-26098. Link, PDF
13. Lin, K., Fan, D., Wang, J.* (2020). Dynamic response and hydrodynamic coefficients of a cylinder oscillating in crossflow with an upstream wake interference. Ocean Engineering, 209, 107520. Link, PDF
12. Wang, J., Fan, D.* (2020). An active learning strategy to study the flow control of a stationary cylinder with two asymmetrically attached rotating cylinders. arXiv preprint arXiv:2007.06689. Link
11. Consi, T. R., Fan, D.*, Jodin, G. (2020). FishBots: Bio-Inspired Marine Robots Give Students a Hands-On Introduction to Fluid Mechanics. Marine Technology Society Journal, 54(4), 6-15. Link, PDF
10. Wang, J. S.*, Fan, D., Lin, K. (2020). A review on flow-induced vibration of offshore circular cylinders. Journal of Hydrodynamics, 32(3), 415-440. Link, PDF
2019:
9. Fan, D.*, Jodin, G., Consi, T. R., Bonfiglio, L., Ma, Y., Keyes, L. R., Karniadakis G., Triantafyllou M.*, (2019). A robotic intelligent towing tank for learning complex fluid-structure dynamics. Science Robotics, 4(36). Link, PDF
8. Fan D., Wang Z.*, Triantafyllou M., Karniadakis G., 2019. "Mapping the properties of the vortex-induced vibrations of flexible cylinders in the uniform oncoming flow". Journal of Fluid Mechanics 881 (2019): 815 - 858. Link, PDF
7. Fan, D.*, Wu, B., Bachina, D., Triantafyllou, M. S. 2019. "Vortex-induced vibration of a piggyback pipeline half-buried in the seabed". Journal of Sound and Vibration, 449 (2019): 182-195. (Corresponding Author). Link, PDF
6. Calisch, S., Gershenfeld, N.*, Fan, D., Jodin, G., Triantafyllou, M. 2019. "Fabrication and characterization of folded foils supporting streamwise traveling waves". Journal of Fluids and Structures. Link, PDF
2018:
5. Zhu, H., Zhou, D.*, Bao, Y., Wang, R., Lu, J., Fan, D., Han, Z. 2018. "Wake characteristics of stationary catenary risers with different incoming flow directions". Ocean Engineering, 167, 142-155. Link, PDF
4. Han, Q., Ma, Y., Xu, W.*, Fan, D., Wang, E. 2018. "Hydrodynamic characteristics of an inclined slender flexible cylinder subjected to vortex-induced vibration". International Journal of Mechanical Sciences, 148, 352-365. Link, PDF
Before 2018:
3. Chen Y., Fu S.*, Xu Y., Fan, D. 2013. "Hydrodynamic characters of a near-wall circular cylinder oscillating in crossflow direction in the steady current". Acta Phys. Sin, 2013, 62(6): 064701. Link, PDF
2. Chen Y., Fu S.*, Fan D., 2013. "High order force components of a near-wall circular cylinder oscillating in the transverse direction in a steady current." Ocean Engineering 74 (2013): 37-47. Link, PDF
1. Xu Y., Fu S.*, Chen Y., Fan D., 2013. "Experimental investigation on vortex-induced forces of an oscillating cylinder at high Reynolds number." Ocean Systems Engineering3.3 (2013): 167-180. Link, PDF
Conference Publication
* represents the corresponding author.
Underscore represents the HQPs I supervised or co-supervised.
2021:
15. Rudy, S., Fan, D.*, Ferrandis, J. D. A., Sapsis, T., & Triantafyllou, M. S. (2021, June). Learning Optimal Parametric Hydrodynamic Database for Vortex-Induced Crossflow Vibration Prediction of Both Freely-Mounted Rigid and Flexible Cylinders. In The 31st International Ocean and Polar Engineering Conference. OnePetro. Link, PDF
14. Kharazmi, E., Wang, Z., Fan, D.*, Rudy, S., Sapsis, T., Triantafyllou, M. S., & Karniadakis, G. E. (2021, August). From Data to Assessment Models, Demonstrated through a Digital Twin of Marine Risers. In Offshore Technology Conference. OnePetro. Link, PDF
2020:
13. Fan, D.*, Yang, L., Wang, Z., Triantafyllou, M., & Karniadakis, G. (2020). Deep Reinforcement Learning for Bluff Body Active Flow Control in Experiments and Simulations. Bulletin of the American Physical Society. Link
12. Li, A., Yu, Y., Jodin, G., Fan, D.*, Xie, H., Sun, C., ... & Xu, J. (2020). STEM 3.0 for Chinese Students with Sea Perch Underwater Robots: An Experimental Summer Camp for Hands-on Thinkers in Shanghai. In 2020 IEEE Global Engineering Education Conference (EDUCON) (pp. 133-138). IEEE. Link, PDF
2019:
11. Consi T.*, Fan D., Jodin G., 2019, "Fishbots: Bio-Inspired Marine Robots Give Students a Hands-On Introduction to Fluid Mechanics" OCEANS 2019 MTS/IEEE Seattle. Link, PDF
2018:
10. Tan P., Fan D.*, 2018, "Numerical simulation of dual oscillating cylinders under different angles for ocean engineering" OCEANS 2018 MTS/IEEE Charleston. Link, PDF
9. Calisch, S., Gershenfeld, N.*, Fan, D., Jodin, G., Triantafyllou, M., 2018. "Fabrication and characterization of folded foils supporting streamwise traveling waves". IUTAM Symposium on Critical flow dynamics involving moving/deformable structures with design applications, June 18-22, 2018, Santorini, Greece. Link, PDF
Before 2018:
8. Sun C., Fan D.*, Xu W., Ji C., Triantafyllou M., 2017, "Vortex-Induced Vibration of Long Flexible String with Moderate Mass Ratio in Uniform Current" International Conference on Ships and Offshore Structures (ICSOS) 2017, Shenzhen, China. Link, PDF
7. Fan D.*, Triantafyllou M., 2017, "Vortex-Induced Vibration of Riser with Low Span to Diameter Ratio Buoyancy Module", ISOPE 2017, San Francisco, USA. Link, PDF
6. Zhang X., Fan D.*, Wan D., 2017 "Two-dimensional Numerical Study of Oscillatory Dual Cylinders in Tandem Arrangement", ISOPE 2017, San Francisco, USA. Link, PDF
5. Fan D.*, Zhang X., Triantafyllou M., 2017, "Drag Coefficient Enhancement for Dual Cylinders in Oscillatory Flow", ISOPE 2017, San Francisco, USA. Link, PDF
4. Wu B., Garrec J., Fan D.*, Triantafyllou M., 2017, "Kill Line Model Cross Flow – In Lin Coupled Vortex-Induced Vibration", ASME 2017 36nd International Conference on Ocean, Offshore and Arctic Engineering. American Society of Mechanical Engineers, 2017. Link, PDF
3. Fan D., Du H., Triantafyllou M.*, 2016, "Optical Tracking on Vortex-Induced Vibration of Flexible Riser with Short-Length Buoyancy Module", Bulletin of the American Physical Society 61. Link
2. Garrec J., Wu B., Fan D.*, Triantafyllou M., 2016, "Experimental Investigation of Crossflow - Inline Coupled Vortex-Induced Vibration on Riser with Finite Length Buoyancy Module", Oceans16 MTS IEEE Monterey. Link, PDF
1. Xu Y., Fu S.*, Fan D., Zhang Y., Li R., 2013. "Online Safety Monitor Design of the Jacket Platform Based on Structural Members Failure Study", ASME 2013 32nd International Conference on Ocean, Offshore and Arctic Engineering. American Society of Mechanical Engineers, 2013. Link, PDF
Patent
2024:
14. An Underwater Axial Flux Motor with Position Feedback, 2024,CN.117375327.B
13. An Ecological Buffer Zone System Based on Enhanced Purification of Water Quality, 2024, CN.220502868.U
2023:
12. A Flow-Induced Vibration Power Generation Device with Active Flow Control, 2023, CN.106887925.B
11. An Experimental Apparatus for Single Flapping Foil Hydrodynamics, 2023, CN.114241865.B
10. A Modular Wetland Movable Sewage Purification Equipment, 2023,CN.220142787.U
9. A Mobile Water Quality Monitoring Buoy, 2023, CN.308191188.S
8. A Mobile Buoy Robot, 2023, CN.308069533.S
7. An Autonomous Mobile Surface Buoy Robot, 2023, CN.307848321.S
6. An Experimental Apparatus of Testing Reinforcement Learning for Dual Flapping Foil, 2023, CN. 114241866.B
2022:
5.A Design of Strakes with Broken Teeth for Marine Riser Vortex Induced Vibration Suppression , 2022, CN. 111075801.B
2021:
4. An Arrangement of Strakes for Marine Riser Vortex Induced Vibration Suppression, 2021, CN. 110952934.B
Before 2018:
3. An Experimental Apparatus for Simulating Two-Way Self-Excited Vibration of Deep-Sea Riser under Uniform Flow, 2016, CN.102967431.B
2. The Control System and Strategy of Vortex Induced Vibration Experimental Facility Using Force Feedback Technology , 2015, CN.102967427.B
1. A Device for Simulating Two-Way Self-Excited Oscillation under the Interference of Two Riser Models under Uniform Flow, 2015, CN.102967429.B