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David Najera-Flores

Observed names: DAVID NAJERA, DAVID NAJERA-FLORES, David A. Najera, David A. Najera-Flores, David Najera, Najera-Flores, David Aaron, Najera-Flores, David Aaron; Brink, Adam Ray, Najera-Flores, David Aaron; Brink, Adam Ray; Jacobs, Justin Wayne; Flanagan, Tatiana Paz
ORCID: 0000-0003-4138-4007
Observed ORCID: 0000-0003-4138-4007
OpenAlex ID: A5038289783
A Physics-Constrained Bayesian neural network for battery remaining useful life prediction
2023 · David A. Najera-Flores, Zhen Hu, et al. · Applied Mathematical Modelling · 84
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Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems
2024 · Harsh Sharma, David A. Najera-Flores, et al. · Computer Methods in Applied Mechanics and Engineering · 39
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Corrosion morphology prediction of civil infrastructure using a physics-constrained machine learning method
2023 · David A. Najera-Flores, Guofeng Qian, et al. · Mechanical Systems and Signal Processing · 30
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The neural network collocation method for solving partial differential equations
2020 · Adam R. Brink, David A. Najera-Flores, et al. · Neural Computing and Applications · 28
A structure-preserving neural differential operator with embedded Hamiltonian constraints for modeling structural dynamics
2023 · David A. Najera-Flores, Michael D. Todd · Computational Mechanics · 27
The Tribomechadynamics Research Challenge: Confronting blind predictions for the linear and nonlinear dynamics of a thin-walled jointed structure with measurement results
2024 · Malte Krack, Matthew R.W. Brake, et al. · Mechanical Systems and Signal Processing · 15
A structure-preserving machine learning framework for accurate prediction of structural dynamics for systems with isolated nonlinearities
2024 · David A. Najera-Flores, D. Dane Quinn, et al. · Mechanical Systems and Signal Processing · 13
A Study of Whole Joint Model Calibration Using Quasi-Static Modal Analysis
2020 · David A. Najera-Flores, Robert J. Kuether · Journal of vibration and acoustics · 8
Approximating nonlinear response to harmonic base-excitation using fixed-interface quasi-static modal analysis
2022 · David A. Najera-Flores, Robert J. Kuether · Journal of Sound and Vibration · 6
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Parameter Estimation of Joint Models Using Global Optimization
2017 · Robert J. Kuether, David A. Najera · Conference proceedings of the Society for Experimental Mechanics · 6
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Ensemble of Numerics-Informed Neural Networks with Embedded Hamiltonian Constraints for Modeling Nonlinear Structural Dynamics
2022 · David A. Najera-Flores, Michael D. Todd · Conference proceedings of the Society for Experimental Mechanics · 5
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State-space reconstruction from partial observables using an invertible neural network with structure-preserving properties for nonlinear structural dynamics
2024 · David A. Najera-Flores, Michael D. Todd · Nonlinear Dynamics · 4
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A Bayesian Multi-Fidelity Neural Network to Predict Nonlinear Frequency Backbone Curves
2024 · David A. Najera-Flores, Jonel Ortiz, et al. · Journal of Verification Validation and Uncertainty Quantification · 4
Uncertainty Quantification of a Machine Learning Model for Identification of Isolated Nonlinearities With Conformal Prediction
2024 · David A. Najera-Flores, Justin Jacobs, et al. · Journal of Verification Validation and Uncertainty Quantification · 4
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A Hybrid Surrogate Modeling Method for Corrosion Morphology Prediction Under Non-stationary Dynamic Loading
2023 · GUOFENG QIAN, DAVID NAJERA-FLORES, et al. · International Workshop on Structural Health Monitoring (IWSHM) · 4
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Reduced Order Modeling Research Challenge 2023: Nonlinear Dynamic Response Predictions for an Exhaust Cover Plate
2024 · Kyusic Park, Matthew S. Allen, et al. · Conference proceedings of the Society for Experimental Mechanics · 3
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2021 Tribomechadynamics Research Challenge: Sandia National Laboratories High-fidelity FEA Approach.
2021 · Robert Kuether, David Najera-Flores, et al. · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 3
Confronting Domain Shift in Trained Neural Networks.
2021 · Carianne Martinez, David Najera-Flores, et al. · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 2
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Structural Response Prediction of a Flat Beam with Geometric Nonlinearities with Temporal Convolutional Networks
2021 · David Najera, Chin Lee · 2
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Enabling topography-resolving structural dynamic contact simulation
2026 · Hendrik D. Linder, David A. Najera-Flores, et al. · Journal of Sound and Vibration · 1
Uncertainty-Aware, Structure-Preserving Machine Learning Approach for Domain Shift Detection From Nonlinear Dynamic Responses of Structural Systems
2024 · David A. Najera-Flores, Justin Jacobs, et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering · 1
Assessing Masing?s Assumptions with Quasi-Static Modal Analysis Applied to Base-Excited Systems .
2022 · David Najera-Flores, Robert Kuether · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 1
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Including Mean Stress in the Effective Equivalent Stress of the ASME BPVC Elastic–Plastic Fatigue Method
2022 · Michael Ross, David Najera-Flores, et al. · Journal of Nondestructive Evaluation Diagnostics and Prognostics of Engineering Systems · 1
Application of Multi-harmonic Balance for Nonlinear Frequency Response Analysis in MSC Nastran.
2021 · David Najera-Flores, Robert Kuether · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 1
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Modeling Nonlinear Energy Dissipation of the Ministack Assembly
2017 · Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States), Robert Kuether, et al. · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 1
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Works count: 65
Citation count: 294
H-index: 8
I10-index: 7
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