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Projects
Recent Publications
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
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., Eslam 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
Hypersonic Fluid–Thermal–Structural Interaction of Cone–Slice–Ramp: Computations with Experimental Validation
Sadagopan, A., Huang, D., Jirasek, A., Seidel, J., Pandey, A. & Casper, K. M., Nov 2023, In: AIAA journal. 61, 11, p. 4752-4771 20 p.Research output: Contribution to journal › Article › peer-review
Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Hypersonic Aerothermoelastic Analysis
Venegas, C. V. & Huang, D., Mar 2023, In: AIAA journal. 61, 3, p. 1002-1020 19 p.Research output: Contribution to journal › Article › peer-review
Study of fluid–thermal–structural interaction in high-temperature high-speed flow using multi-fidelity multi-variate surrogates
Huang, D., Sadagopan, A., Düzel, Ü. & Hanquist, K. M., Aug 2022, In: Journal of Fluids and Structures. 113, 103682.Research output: Contribution to journal › Article › peer-review
An aerothermoelastic analysis framework with reduced-order modeling applied to composite panels in hypersonic flows
Huang, D. & Friedmann, P. P., Apr 2020, In: Journal of Fluids and Structures. 94, 102927.Research output: Contribution to journal › Article › peer-review
Multi-objective optimization framework for hypersonic aerothermoelastic scaling laws and its application
Huang, D. & Friedmann, P. P., 2020, In: AIAA journal. 58, 7, p. 3250-3257 8 p.Research output: Contribution to journal › Comment/debate › peer-review
Aerothermoelastic scaling laws for hypersonic skin panel configurations with arbitrary flow orientation
Huang, D., Friedmann, P. P. & Rokita, T., 2019, In: AIAA journal. 57, 10, p. 4377-4392 16 p.Research output: Contribution to journal › Article › peer-review