Publications of Lihong Feng
All genres
Journal Article (43)
2024
Journal Article
Chellappa, S., Feng, L., & Benner, P. (2024)Accurate Error Estimation for Model Reduction of Nonlinear Dynamical Systems via Data-enhanced Error ClosureComputer Methods in Applied Mechanics and Engineering, 420, 116712doi: 10.1016/j.cma.2023.116712.
Journal Article
Feng, L., Chellappa, S., & Benner, P. (2024)A Posteriori Error Estimation for Model Order Reduction of Parametric SystemsAdvanced Modeling and Simulation in Engineering Sciences, 11, 5doi: 10.21203/rs.3.rs-3410762/v1.
Journal Article
Kapadia, H., Feng, L., & Benner, P. (2024)Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear SystemsComputer Methods in Applied Mechanics and Engineering, 419, 116657doi: 10.1016/j.cma.2023.116657.
Journal Article
Zuyev, A., Feng, L., & Benner, P. (2024)Estimates of the Kolmogorov n-Width for Nonlinear Transformations with Application to Distributed-Parameter Control SystemsIEEE Control Systems Letters, 8, 1877–1882doi: 10.1109/LCSYS.2024.3418314.
2023
Journal Article
Chellappa, S., , Feng, L., Benner, P., & (2023)Fast and Reliable Reduced-Order Models for Cardiac ElectrophysiologyGAMM-Mitteilungen, 46 (3-4), e202370014doi: 10.1002/gamm.202370014.
Journal Article
Chellappa, S., Feng, L., , & Benner, P. (2023)Inf-Sup-Constant-Free State Error Estimator for Model Order Reduction of Parametric Systems in ElectromagneticsIEEE Transactions on Microwave Theory and Techniques, 71 (11), 4762–4777doi: 10.1109/TMTT.2023.3288642.
Journal Article
Feng, L. (2023)Predicting Output Responses of Nonlinear Dynamical Systems with Parametrized Inputs using LSTMIEEE Journal on Multiscale and Multiphysics Computational Techniques, 8, 97–107doi: 10.1109/JMMCT.2023.3242044.
Journal Article
Feng, L., , , & Benner, P. (2023)Multi-fidelity Error Estimation accelerates Greedy Model Reduction of Complex Dynamical SystemsInternational Journal for Numerical Methods in Engineering, 124 (23), 5312–5333doi: 10.1002/nme.7348.
Journal Article
Kweyu, C. M., Feng, L., Stein, M., & Benner, P. (2023)Reduced Basis Method for the Nonlinear Poisson-Boltzmann Equation regularized by the Range-Separated Canonical Tensor FormatInternational Journal of Nonlinear Sciences and Numerical Simulation, 24 (8), 2915–2935doi: 10.1515/ijnsns-2021-0103.
Journal Article
, , , , Feng, L., Benner, P., & (2023)A Reduced Order Modelling Approach for Full-Maxwell Lightning Strike Analyses in Layered BackgroundsIEEE Transactions on Power Delivery, 38 (3), 1949–1957doi: 10.1109/TPWRD.2022.3228900.
2022
Journal Article
, Chellappa, S., Feng, L., & Benner, P. (2022)Fast A Posteriori State Error Estimation for Reliable Frequency Sweeping in Microwave Circuits via the Reduced-Basis MethodIEEE Transactions on Microwave Theory and Techniques, 70 (11), 5172–5184doi: 10.1109/TMTT.2022.3203726.
Journal Article
Feng, L., Benner, P., , & (2022)Matrix-free Transfer Function Prediction using Model Reduction and Machine LearningIEEE Transactions on Microwave Theory and Techniques, 70 (12), 5392–5404doi: 10.1109/TMTT.2022.3218854.
Journal Article
Feng, L., , Benner, P., , & (2022)Model Order Reduction for Delayed PEEC Models with Guaranteed Accuracy and Observed StabilityIEEE Transactions on Circuits and Systems I: Regular Papers, 69 (10), 4177–4190doi: 10.1109/TCSI.2022.3189389.
Journal Article
, , Feng, L., & Benner, P. (2022)Multivariate Moment-Matching for Model Order Reduction of Quadratic-Bilinear Systems using Error BoundsAdvanced Modeling and Simulation in Engineering Sciences, 9, 23doi: 10.1186/s40323-022-00236-6.
2021
Journal Article
, Feng, L., , , & Benner, P. (2021)Model Order Reduction for Delay Systems by Iterative InterpolationInternational Journal for Numerical Methods in Engineering, 122 (3), 684–706doi: 10.1002/nme.6554.
Journal Article
, , Benner, P., Feng, L., & (2021)Implicit Higher-Order Moment Matching Technique for Model Reduction of Quadratic-bilinear SystemsJournal of the Franklin Institute, 358 (3), 2015–2038doi: 10.1016/j.jfranklin.2020.11.012.
Journal Article
Chellappa, S., Feng, L., & Benner, P. (2021)A Training Set Subsampling Strategy for the Reduced Basis MethodJournal of Scientific Computing, 89, 63, 34 pagesdoi: 10.1007/s10915-021-01665-y.
Journal Article
Feng, L. & Benner, P. (2021)On Error Estimation for Reduced-order Modeling of Linear Non-Parametric and Parametric SystemsESAIM: Mathematical Modelling and Numerical Analysis, 55 (2), 561–594doi: 10.1051/m2an/2021001 .
Journal Article
Feng, L., , & (2021)A FOM/ROM Hybrid Approach for Accelerating Numerical SimulationsJournal of Scientific Computing, 89, 61doi: 10.1007/s10915-021-01668-9.
2020
Journal Article
Chellappa, S., Feng, L., & Benner, P. (2020)Adaptive Basis Construction and Improved Error Estimation for Parametric Nonlinear Dynamical SystemsInternational Journal for Numerical Methods in Engineering: Special Issue: Credible High-Fidelity and Low-Cost Simulations in Computational Engineering, 121 (23), 5320–5349doi: 10.1002/nme.6462.