Dr. Lihong Feng

Chellappa, S.; Feng, L.; Benner, P.: Accurate Error Estimation for Model Reduction of Nonlinear Dynamical Systems via Data-enhanced Error Closure. Computer Methods in Applied Mechanics and Engineering 420, 116712 (2024)

Feng, L.; Chellappa, S.; Benner, P.: A Posteriori Error Estimation for Model Order Reduction of Parametric Systems. Advanced Modeling and Simulation in Engineering Sciences 11, 5 (2024)

Kapadia, H.; Feng, L.; Benner, P.: Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear Systems. Computer Methods in Applied Mechanics and Engineering 419, 116657 (2024)

Zuyev, A.; Feng, L.; Benner, P.: Estimates of the Kolmogorov n-Width for Nonlinear Transformations with Application to Distributed-Parameter Control Systems. IEEE Control Systems Letters 8, pp. 1877 - 1882 (2024)

Bansal, V.; Feng, L.; de la Rubia, V.; Benner, P.: Parametric S-Parameter Prediction Using Deep Learning. In: 33rd Conference on Electrical Performance of Electronic Packages and Systems (EPEPS 2024), Code 204345. 33rd Conference on Electrical Performance of Electronic Packages and Systems (EPEPS 2024), Toronto, Canada, October 06, 2024 - October 09, 2024. IEEE, Boca Raton (2024)

Wang, C.; Feng, L.; Lu, W.; Bian, W.; You, Z.; Benner, P.: Active Learning enhanced Deep-Learning Surrogate Model for fast MEMS Design with High-Dimensional Design Parameter Spaces. In: 2024 IEEE 19th International Conference on Nano/Micro Engineered and Molecular Systems (NEMS), pp. 1 - 4. 2024 IEEE 19th International Conference on Nano/Micro Engineered and Molecular Systems (NEMS), Kyoto, Japan, May 02, 2024 - May 05, 2024. IEEE, Boca Raton (2024)

Chellappa, S.; Feng, L.; Benner, P.: Discrete Empirical Interpolation in the Tensor t-Product Framework. (2024)

Chellappa, S.; Feng, L.; Benner, P.: Discrete Empirical Interpolation in the Tensor t-Product Framework. (2024)

Sun, S.; Feng, L.; Benner, P.: Data-Augmented Predictive Deep Neural Network: Enhancing the Extrapolation Capabilities of Non-Intrusive Surrogate Models. (2024)