Alumnus · Left 2025
Cailong Hua
PhD. Alumnus
Currently: Amazon
Education
- BS: Tongji University, China. Politecnico di Milano, Italy. (Doble Bachelor Degree Program)
- MS: University of Minnesota Duluth (2018)
Research interests
Systems, Networks and Control
Thesis
Probing Unfolding Forces of Proteins with Heterogeneous Domains: Machine Learning Enables Force Spectroscopy
Publications
8 total
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Quantifying errors in the Jarzynski estimator
2026 · Journal · Physical Review E, Feb 2026
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Multiple modes of AFM reveal distinct mechanical properties for dystrophin and utrophin not manifest by small fragments
2026 · Journal · Proceedings of the National Academy of Sciences 123, no. 3 (2026): e2511722123.
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GenUnfold: Rapidly Predict Protein Mechanical Unfolding Trajectory via a Physics-Guided Diffusion Model
2026 · Conference · Proceedings of the 43rd International Conference on Machine Learning (ICML), PMLR 306, Seoul, South Korea (2026).
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Abstract Wed051: Microtubule Reorganization in Response to Vasoconstrictive Peptides Limits Kinesin-based Transport of the T-tubule Anchoring Protein
2025 · Abstract / other · Circulation Research, 2025
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A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data
2025 · Conference · Proceedings of Machine Learning Research (PMLR) 267 (2025): 24950–24974.
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Assessing Mechanical Properties of a Utrophin Fragment with Two Operational Modes.
2024 · Abstract / other · Bulletin of the American Physical Society (2024).
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Phosphorylation alters the mechanical stiffness of a model fragment of the dystrophin homologue utrophin.
2023 · Journal · Journal of Biological Chemistry 299
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Confidence bounds for the Jarzynski estimator.
2022 · Abstract / other · In APS March Meeting Abstracts