Grants & Projects per year
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Collaborations and top research areas from the last five years
Grants & Projects
- 20 Finished
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Multiscale Modeling of Blood Flow and Platelet Mediated Thrombosis
Bluestein, D. (PI) & Deng, Y. (CoPI)
National Heart Lung and Blood Institute
02/1/20 → 01/31/22
Project: Research
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Towards Interpretable and Robust Deep Learning Based Object Detector
Deng, Y. (PI)
11/15/19 → 07/18/22
Project: Research
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Multiscale Modeling of Blood Flow and Platelet Mediated Thrombosis
Bluestein, D. (PI) & Deng, Y. (CoPI)
National Heart Lung and Blood Institute
02/1/19 → 01/31/20
Project: Research
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Multiscale Modeling of Blood Flow and Platelet Mediated Thrombosis
Bluestein, D. (PI) & Deng, Y. (CoPI)
National Heart Lung and Blood Institute
02/1/18 → 01/31/19
Project: Research
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The Effect of von Willebrand Disease on Platelet Adhesion Dynamics: Correlating a Multiscale Platelet Model to in Vitro Results
Wang, P., Sheriff, J., Deng, Y. & Bluestein, D., May 1 2026, In: IEEE Transactions on Biomedical Engineering. 73, 5, p. 2021-2028 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Unraveling the molecular mechanism of in situ surface-initiated thrombogenesis
Hansen, A., Kementzidis, G., Essuman, B., Niu, Z., Sheriff, J., Chernyshenko, V., Deng, Y., Rafailovich, M. & Galanakis, D. K., Feb 2026, In: Journal of Thrombosis and Haemostasis. 24, 2, p. 530-544 15 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Boundary-Informed Method of Lines for Physics-Informed Neural Networks
Cederholm, M., Wang, S., Wang, H., Xu, R. & Deng, Y., 2025, p. 45-48. 4 p.Research output: Contribution to conference › Paper › peer-review
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DISCRETIZATION-INVARIANCE? ON THE DISCRETIZATION MISMATCH ERRORS IN NEURAL OPERATORS
Gao, W., Xu, R., Deng, Y. & Liu, Y., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 47974-47998 25 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
11 Scopus citations -
Kolmogorov-Arnold Representation for Symplectic Learning: Advancing Hamiltonian Neural Networks
Wu, Z., Xu, R., Chen, L., Kementzidis, G., Wang, S. & Deng, Y., 2025, International Joint Conference on Neural Networks, IJCNN 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations