​
Login / Signup
Danial Faghihi
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 10
Top Topics
Monte Carlo Methods
Tumor Growth
Top Venues
CoRR
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)