Danial Faghihi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 10

Top Topics

Monte Carlo Methods

Top Venues

J. Comput. Phys.

Comput. Math. Appl.

IEEE Trans. Medical Imaging

Publications

Pratyush Kumar Singh, Kathryn A. Farrell-Maupin, Danial Faghihi
A Framework for Strategic Discovery of Credible Neural Network Surrogate Models under Uncertainty. CoRR (2024)
Baoshan Liang, Jingye Tan, Luke Lozenski, David A. Hormuth, Thomas E. Yankeelov, Umberto Villa, Danial Faghihi
Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth. IEEE Trans. Medical Imaging 42 (10) (2023)
Baoshan Liang, Luke Lozenski, Umberto Villa, Danial Faghihi
Technical Note: PDE-constrained Optimization Formulation for Tumor Growth Model Calibration. CoRR (2023)
Baoshan Liang, Jingye Tan, Luke Lozenski, David A. Hormuth II, Thomas E. Yankeelov, Umberto Villa, Danial Faghihi
Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth. CoRR (2022)
Ernesto A. B. F. Lima, Danial Faghihi, Russell Philley, Jianchen Yang, John Virostko, Caleb M. Phillips, Thomas E. Yankeelov
Bayesian calibration of a stochastic, multiscale agent-based model for predicting in vitro tumor growth. PLoS Comput. Biol. 17 (11) (2021)
Pedram Maleki, Jingye Tan, Lu An, Massimigliano Di Luigi, Umberto Villa, Chi Zhou, Shenqiang Ren, Danial Faghihi
A Predictive Multiphase Model of Silica Aerogels for Building Envelope Insulations. CoRR (2021)
Jingye Tan, Umberto Villa, Nima Shamsaei, Shuai Shao, Hussein M. Zbib, Danial Faghihi
A Predictive Discrete-Continuum Multiscale Model of Plasticity With Quantified Uncertainty. CoRR (2020)
Danial Faghihi, V. Carey, Craig Michoski, Robert Hager, Saloman Janhunen, Choong-Seock Chang, R. D. Moser
Moment preserving constrained resampling with applications to particle-in-cell methods. J. Comput. Phys. 409 (2020)
Laura Scarabosio, Barbara I. Wohlmuth, J. Tinsley Oden, Danial Faghihi
Goal-oriented adaptive modeling of random heterogeneous media and model-based multilevel Monte Carlo methods. Comput. Math. Appl. 78 (8) (2019)
Danial Faghihi, Subhasis Sarkar, Mehdi Naderi, Lloyd Hackel, Nagaraja Iyyer
A Probabilistic Design Method for Fatigue Life of Metallic Component. CoRR (2017)
J. Tinsley Oden, Kathryn Farrell, Danial Faghihi
Estimation of error in observables of coarse-grained models of atomic systems. Adv. Model. Simul. Eng. Sci. 2 (1) (2015)
Kathryn Farrell, J. Tinsley Oden, Danial Faghihi
A Bayesian framework for adaptive selection, calibration, and validation of coarse-grained models of atomistic systems. J. Comput. Phys. 295 (2015)
Erenesto E. Prudencio, Paul T. Bauman, S. V. Williams, Danial Faghihi, K. Ravi-Chandar, J. Tinsley Oden
A Dynamic Data Driven Application System for Real-time Monitoring of Stochastic Damage. ICCS (2013)