Danial Faghihi
Orcid: 0000-0003-2004-509X
According to our database1,
Danial Faghihi
authored at least 16 papers
between 2013 and 2025.
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Bibliography
2025
Technical Note: Continuum Theory of Mixture for Three-phase Thermomechanical Model of Fiber-reinforced Aerogel Composites.
CoRR, March, 2025
Stochastic Deep Learning Surrogate Models for Uncertainty Propagation in Microstructure-Properties of Ceramic Aerogels.
CoRR, January, 2025
Chance Constrained PDE-Constrained Optimal Design Strategies Under High-Dimensional Uncertainty.
CoRR, January, 2025
2024
UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration.
CoRR, 2024
A Framework for Strategic Discovery of Credible Neural Network Surrogate Models under Uncertainty.
CoRR, 2024
2023
Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth.
IEEE Trans. Medical Imaging, October, 2023
Technical Note: PDE-constrained Optimization Formulation for Tumor Growth Model Calibration.
CoRR, 2023
2021
Bayesian calibration of a stochastic, multiscale agent-based model for predicting in vitro tumor growth.
PLoS Comput. Biol., 2021
CoRR, 2021
2020
Moment preserving constrained resampling with applications to particle-in-cell methods.
J. Comput. Phys., 2020
A Predictive Discrete-Continuum Multiscale Model of Plasticity With Quantified Uncertainty.
CoRR, 2020
2019
Goal-oriented adaptive modeling of random heterogeneous media and model-based multilevel Monte Carlo methods.
Comput. Math. Appl., 2019
2017
2015
A Bayesian framework for adaptive selection, calibration, and validation of coarse-grained models of atomistic systems.
J. Comput. Phys., 2015
Adv. Model. Simul. Eng. Sci., 2015
2013
A Dynamic Data Driven Application System for Real-time Monitoring of Stochastic Damage.
Proceedings of the International Conference on Computational Science, 2013