Nicholas Zabaras

Liping Wang, Piyush Pandita, Nicholas Zabaras, 2021, Volume 9B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration.

Deep Learning for Simultaneous Inference of Hydraulic and Transport Properties pdf

Daniel M. Tartakovsky, Nicholas Zabaras, Zitong Zhou, 2021, ArXiv.

Solving inverse problems using conditional invertible neural networks

Nicholas Zabaras, Govinda Anantha Padmanabha, N. Zabaras, 2020, J. Comput. Phys..

A Bayesian Multiscale Deep Learning Framework for Flows in Random Media pdf

Nicholas Zabaras, Govinda Anantha Padmanabha, 2021, ArXiv.

Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems pdf

Nicholas Zabaras, Yingzhi Xia, N. Zabaras, 2021, J. Comput. Phys..

Pro-ML IDeAS: A Probabilistic Framework for Explicit Inverse Design using Invertible Neural Network

Liping Wang, Piyush Pandita, Genghis Khan, 2020, AIAA Scitech 2021 Forum.

Front tracking thermomechanical model for hypoelastic-viscoplastic behavior in a solidifying body

Nicholas Zabaras, Yimin Ruan, O. Richmond, 1990 .

A family of integration algorithms for constitutive equations in finite deformation elasto‐viscoplasticity

Abul Fazal M. Arif, Nicholas Zabaras, N. Zabaras, 1992 .

A Bayesian inference approach to the inverse heat conduction problem

Nicholas Zabaras, N. Zabaras, Jingbo Wang, 2004 .

Deformation process design for control of microstructure in the presence of dynamic recrystallization and grain growth mechanisms

Nicholas Zabaras, Shankar Ganapathysubramanian, N. Zabaras, 2004 .

An information-theoretic approach for obtaining property PDFs from macro specifications of microstructural variability

Veera Sundararaghavan, Nicholas Zabaras, N. Zabaras, 2005 .

Shape optimization and preform design in metal forming processes

Nicholas Zabaras, Akkaram Srikanth, N. Zabaras, 2000 .

An efficient Bayesian inference approach to inverse problems based on an adaptive sparse grid collocation method

Nicholas Zabaras, N. Zabaras, Xiang Ma, 2009 .

A multiscale approach for model reduction of random microstructures

Bin Wen, Nicholas Zabaras, N. Zabaras, 2012 .

A maximum entropy approach for property prediction of random microstructures

Nicholas Zabaras, Sethuraman Sankaran, N. Zabaras, 2006 .

An updated Lagrangian finite element sensitivity analysis of large deformations using quadrilateral elements

Nicholas Zabaras, Akkaram Srikanth, N. Zabaras, 2001 .

DYNAMIC PROGRAMMING APPROACH TO THE INVERSE STEFAN DESIGN PROBLEM

Nicholas Zabaras, Keyue Yuan, 1994 .

Finite Element Analysis of Some Inverse Elasticity Problems

Kim Stelson, Nicholas Zabaras, Antoinette M. Maniatty, 1989 .

An analysis of solidification problems by the boundary element method

Nicholas Zabaras, Subrata Mukherjee, S. Mukherjee, 1987 .

Control of solidification of non-conducting materials using tailored magnetic fields

Baskar Ganapathysubramanian, Nicholas Zabaras, N. Zabaras, 2005 .

Adaptive Locally Weighted Projection Regression Method for Uncertainty Quantification

Peng Chen, Nicholas Zabaras, N. Zabaras, 2013 .

A thermomechanical study of the effects of mold topography on the solidification of Aluminum alloys

Lijian Tan, Nicholas Zabaras, N. Zabaras, 2005 .

Weighted multibody expansions for computing stable structures of multiatom systems

Veera Sundararaghavan, Nicholas Zabaras, 2008 .

Using Bayesian statistics in the estimation of heat source in radiation

Nicholas Zabaras, N. Zabaras, Jingbo Wang, 2005 .

A non-intrusive stochastic Galerkin approach for modeling uncertainty propagation in deformation processes

Nicholas Zabaras, Swagato Acharjee, N. Zabaras, 2007 .

Method for Solving Inverse Elastoviscoplastic Problems

Nicholas Zabaras, Antoinette M. Maniatty, 1989 .

Transient dynamic and damping analysis of laminated anisotropic plates using a refined plate theory

Tasneem Pervez, Nicholas Zabaras, N. Zabaras, 1992 .

Design of Two-Dimensional Stefan Processes with Desired Freezing Front Motions

Owen Richmond, Nicholas Zabaras, Yimin Ruan, 1992 .

A stabilized volume‐averaging finite element method for flow in porous media and binary alloy solidification processes

Nicholas Zabaras, N. Zabaras, D. Samanta, 2004 .

Inverse Problems in Heat Transfer

Nicholas Zabaras, N. Zabaras, 2009 .

Control of the freezing interface morphology in solidification processes in the presence of natural convection

Nicholas Zabaras, N. Zabaras, T. H. Nguyen, 1995 .

The Adjoint Method for an Inverse Design Problem in the Directional Solidification of Binary Alloys

Nicholas Zabaras, N. Zabaras, G. Yang, 1998 .

A coupled thermomechanical, thermal transport and segregation analysis of the solidification of aluminum alloys on molds of uneven topographies

Nicholas Zabaras, N. Zabaras, Deep Samanta, 2005 .

A functional optimization formulation and implementation of an inverse natural convection problem

Nicholas Zabaras, N. Zabaras, G. Yang, 1997 .

A seamless approach towards stochastic modeling: Sparse grid collocation and data driven input models

Baskar Ganapathysubramanian, Nicholas Zabaras, N. Zabaras, 2008 .

AN ADJOINT METHOD FOR THE INVERSE DESIGN OF SOLIDIFICATION PROCESSES WITH NATURAL CONVECTION

Nicholas Zabaras, N. Zabaras, G. Yang, 1998 .

A continuum sensitivity method for finite thermo‐inelastic deformations with applications to the design of hot forming processes

Nicholas Zabaras, Shankar Ganapathysubramanian, N. Zabaras, 2002 .

A markov random field model of contamination source identification in porous media flow

Nicholas Zabaras, N. Zabaras, Jingbo Wang, 2006 .

A deforming finite element method analysis of inverse stefan problems

Nicholas Zabaras, Yimin Ruan, N. Zabaras, 1989 .

Control of the freezing interface motion in two‐dimensional solidification processes using the adjoint method

Nicholas Zabaras, Shinill Kang, N. Zabaras, 1995 .

Modelling convection in solidification processes using stabilized finite element techniques

Nicholas Zabaras, N. Zabaras, D. Samanta, 2005 .

A Bayesian approach to multiscale inverse problems using the sequential Monte Carlo method

Nicholas Zabaras, N. Zabaras, Jiang Wan, 2011 .

A concurrent model reduction approach on spatial and random domains for the solution of stochastic PDEs

Nicholas Zabaras, Swagato Acharjee, N. Zabaras, 2006 .

A least‐squares front‐tracking finite element method analysis of phase change with natural convection

Nicholas Zabaras, N. Zabaras, David J. McDaniel, 1994 .

Variational multiscale stabilized FEM formulations for transport equations: stochastic advection-

Nicholas Zabaras, N. Zabaras, V. A. B. Narayanan, 2004 .

On the solution of an ill‐posed design solidification problem using minimization techniques in finite‐ and infinite‐dimensional function spaces

Nicholas Zabaras, Shinill Kang, N. Zabaras, 1993 .

A COMPUTATIONAL MODEL FOR THE FINITE ELEMENT ANALYSIS OF THERMOPLASTICITY COUPLED WITH DUCTILE DAMAGE AT FINITE STRAINS

Nicholas Zabaras, Akkaram Srikanth, N. Zabaras, 1999 .

On the synergy between texture classification and deformation process sequence selection for the control of texture-dependent properties

Nicholas Zabaras, N. Zabaras, V. Sundararaghavan, 2005 .

On the Calculation of Deformations and Stresses During Axially Symmetric Solidification

Owen Richmond, Nicholas Zabaras, Yimin Ruan, 1991 .

On the control of solidification using magnetic fields and magnetic field gradients

Baskar Ganapathysubramanian, Nicholas Zabaras, N. Zabaras, 2005 .

Computational design of deformation processes for materials with ductile damage

Nicholas Zabaras, Shankar Ganapathysubramanian, N. Zabaras, 2003 .

Inverse finite element techniques for the analysis of solidification processes

Nicholas Zabaras, N. Zabaras, 1990 .

Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities

Nicholas Zabaras, Shaoxing Mo, Xiaoqing Shi, 2020 .

Hierarchical Bayesian models for inverse problems in heat conduction

Nicholas Zabaras, N. Zabaras, Jingbo Wang, 2005 .

Solution of the two-dimensional inverse Stefan design problem with the adjoint method

Nicholas Zabaras, Shinill Kang, 1993 .

Moving and deforming finite‐element simulation of two‐dimensional Stefan problems

Nicholas Zabaras, Yimin Ruan, N. Zabaras, 1990 .

Computing property variability of polycrystals induced by grain size and orientation uncertainties

Nicholas Zabaras, Sethuraman Sankaran, N. Zabaras, 2007 .

A proper orthogonal decomposition approach to microstructure model reduction in Rodrigues space with applications to optimal control of microstructure-sensitive properties

Nicholas Zabaras, Swagato Acharjee, N. Zabaras, 2003 .

A virtual environment for the interrogation of 3D polycrystalline microstructures including grain size effects

Wei Li, Nicholas Zabaras, N. Zabaras, 2009 .

A multi-length scale sensitivity analysis for the control of texture-dependent properties in deformation processing

Veera Sundararaghavan, Nicholas Zabaras, N. Zabaras, 2008 .

Investigation of regularization parameters and error estimating in inverse elasticity problems

Nicholas Zabaras, Antoinette M. Maniatty, N. Zabaras, 1994 .