Daning Huang
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Projects
Recent Publications
Physics-Embedded Data-Driven Modeling for Model Predictive Control of Battery Charging Converter
He, H., Li, Y., Zhu, M., Du, L. & Huang, D., 2026, (Accepted/In press) In: IEEE Transactions on Industry Applications.Research output: Contribution to journal › Article › peer-review
Reduced-Order Modeling of Turbulent Flows for High-Speed Aerothermoelastic Analysis
Kimmel, E. S., Huang, D., Sharma, V., Singh, J., Raman, V. & Friedmann, P. P., Apr 2026, In: AIAA journal. 64, 4, p. 2230-2252 23 p.Research output: Contribution to journal › Article › peer-review
Residual dynamic mode decomposition with control for nonlinear dynamic systems
Rains, J., Huang, D. & Wang, Y., Feb 2026, In: Structural and Multidisciplinary Optimization. 69, 2, 30.Research output: Contribution to journal › Article › peer-review
Physics-infused reduced-order modeling for analysis of multi-layered hypersonic thermal protection systems
Venegas, C. A. V., Huang, D., Blonigan, P. & Tencer, J., Mar 2026, In: Structural and Multidisciplinary Optimization. 69, 3, 75.Research output: Contribution to journal › Article › peer-review
Turbulence and Upstream Shock Wave-Boundary Layer Interaction Effects on Compliant Structures
Kimmel, E. S., Huang, D., Sharma, V., Singh, J., Raman, V. & Friedmann, P. P., Sep 2025, In: AIAA journal. 63, 9, p. 3641-3653 13 p.Research output: Contribution to journal › Article › peer-review
Enhancing Transient Dynamics Stabilization in Islanded Microgrids Through Adaptive and Hierarchical Data-Driven Predictive Droop Control
Nandakumar, A., Li, Y., Xu, Z. & Huang, D., 2025, In: IEEE Transactions on Smart Grid. 16, 1, p. 396-410 15 p.Research output: Contribution to journal › Article › peer-review
Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression
Song, J. & Huang, D., Feb 2025, In: AIAA journal. 63, 2, p. 732-749 18 p.Research output: Contribution to journal › Article › peer-review
Learning coarse-grained dynamics on graph
Yu, Y., Harlim, J., Huang, D. & Li, Y., Nov 2025, In: Physica D: Nonlinear Phenomena. 481, 134801.Research output: Contribution to journal › Article › peer-review
Modularized Bilinear Koopman Operator for Modeling and Predicting Transients of Microgrids
Jiang, X., Li, Y. & Huang, D., 2024, In: IEEE Transactions on Smart Grid. 15, 5, p. 5219-5231 13 p.Research output: Contribution to journal › Article › peer-review
Touchless underwater wall-distance sensing via active proprioception of a robotic flapper
Panta, K., Deng, H., Zhang, Z., Huang, D., Panah, A. & Cheng, B., Mar 1 2024, In: Bioinspiration and Biomimetics. 19, 2, 026009.Research output: Contribution to journal › Article › peer-review
PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement
Yu, Y., Jiang, X., Huang, D., Li, Y., Yue, M. & Zhao, T., 2024, In: IEEE Access. 12, p. 49464-49475 12 p.Research output: Contribution to journal › Article › peer-review
Street-level temperature estimation using graph neural networks: Performance, feature embedding and interpretability
Yu, Y., Li, P., Huang, D. & Sharma, A., Jul 2024, In: Urban Climate. 56, 102003.Research output: Contribution to journal › Article › peer-review
Geometric Design of Hypersonic Vehicles for Optimal Mission Performance with High-Fidelity Aerodynamic Models
Coulter, B. G., Huang, D. & Wang, Z., May 2023, In: Journal of Aircraft. 60, 3, p. 870-882 13 p.Research output: Contribution to journal › Article › peer-review
Correction: Design of an Aeroelastically Scaled Model in a Compressed Air Wind Tunnel Facility Using Multifidelity Multi-Objective Bayesian Optimization
Huang, D., Renganathan, A. & Miller, M. A., 2023, In: AIAA SciTech Forum and Exposition, 2023.Research output: Contribution to journal › Comment/debate › peer-review
Regional Heatwave Prediction Using Graph Neural Network and Weather Station Data
Li, P., Yu, Y., Huang, D., Wang, Z. H. & Sharma, A., Apr 16 2023, In: Geophysical Research Letters. 50, 7, e2023GL103405.Research output: Contribution to journal › Article › peer-review