J. Templeton

发表

Evaluation of machine learning algorithms for prediction of regions of high Reynolds averaged Navier Stokes uncertainty

J. Templeton, 2015 .

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

J. Templeton, Julia Ling, Andrew Kurzawski, 2016, Journal of Fluid Mechanics.

Fast solvers for models of ICEO microfluidic flows

Kevin R. Long, H. Elman, J. Templeton, 2011 .

An atomistic-to-continuum coupling method for heat transfer in solids

R. Jones, J. Templeton, G. Wagner, 2008 .

A Mathematical Framework for Multiscale Science and Engineering: The Variational Multiscale Method and Interscale Transfer Operators

Pavel B. Bochev, S. Scott Collis, Richard B. Lehoucq, 2007 .

Uncertainty quantification in LES of channel flow

Cosmin Safta, Khachik Sargsyan, Habib N. Najm, 2017 .

Wall models for large-eddy simulation based on optimal control theory

P. Moin, Meng Wang, J. Templeton, 2005 .

Towards LES wall models using optimization techniques

P. Moin, Meng Wang, J. Templeton, 2022 .

Principles of Coarse-Graining and Coupling Using the Atom-to-Continuum Method

R. Jones, J. Templeton, J. Zimmerman, 2016 .

Spatial resolution of the electrical conductance of ionic fluids using a Green-Kubo method.

J. Templeton, D. Ward, R. Jones, 2014, The Journal of chemical physics.

Predicting the mechanical response of oligocrystals with deep learning

R. Jones, J. Templeton, A. Frankel, 2019, Computational Materials Science.

Comparison of Molecular and Primitive Solvent Models for Electrical Double Layers in Nanochannels.

J. Templeton, K. Mandadapu, J. Zimmerman, 2013, Journal of chemical theory and computation.

Comparison of Molecular Dynamics with Classical Density Functional and Poisson–Boltzmann Theories of the Electric Double Layer in Nanochannels

Jeremy A. Templeton, Bryan M. Wong, Stewart K. Griffiths, 2012, Journal of chemical theory and computation.

A Long-Range Electric Field Solver for Molecular Dynamics Based on Atomistic-to-Continuum Modeling.

Bryan M. Wong, Bryan M Wong, R. Jones, 2011, Journal of chemical theory and computation.

Atomistic and Molecular Effects in Electric Double Layers at High Surface Charges.

A. Mani, J. Templeton, Jonathan W. Lee, 2015, Langmuir : the ACS journal of surfaces and colloids.

A simple device for the production of an experimental fracture in the rat femur.

J. Templeton, J. Knowles, G. Hastings, 1991, Journal of biomedical engineering.

Model based design of a microfluidic mixer driven by induced charge electroosmosis.

Jeremy Templeton, Cindy K Harnett, Katherine A Dunphy-Guzman, 2008, Lab on a chip.

Machine Learning Models of Plastic Flow Based on Representation Theory

Reese E. Jones, Jeremy A. Templeton, Jakob T. Ostien, 2018, Computer Modeling in Engineering & Sciences.

Machine learning strategies for systems with invariance properties

Julia Ling, Reese E. Jones, Jeremy A. Templeton, 2016, J. Comput. Phys..

Application of a field-based method to spatially varying thermal transport problems in molecular dynamics

R. Jones, J. Templeton, G. Wagner, 2010 .

Electron transport enhanced molecular dynamics for metals and semi‐metals

R. Jones, J. Templeton, G. Wagner, 2010 .

A material frame approach for evaluating continuum variables in atomistic simulations

Reese E. Jones, Jeremy A. Templeton, Jonathan A. Zimmerman, 2008, J. Comput. Phys..

A Simple Model for Interpreting the Reaction–Diffusion Characteristics of Li-Air Batteries

Forrest S. Gittleson, R. Jones, J. Templeton, 2017 .

Calibration and Forward Uncertainty Propagation for Large-eddy Simulations of Engineering Flows

Cosmin Safta, Khachik Sargsyan, Habib N. Najm, 2015 .

Dependencies of the thermal conductivity of individual single-walled carbon nanotubes

J. Templeton, E. Barrera, A. Meade, 2010 .

Model Reduction With MapReduce-enabled Tall and Skinny Singular Value Decomposition

David F. Gleich, Paul G. Constantine, Jeremy A. Templeton, 2013, SIAM J. Sci. Comput..

A Toolbox of Hamilton-Jacobi Solvers for Analysis of Nondeterministic Continuous and Hybrid Systems

Ian M. Mitchell, Jeremy A. Templeton, J. Templeton, 2005, HSCC.

Enhanced molecular dynamics for simulating porous interphase layers in batteries.

Bryan M. Wong, R. Jones, J. Templeton, 2009 .

Optimal Compressed Sensing and Reconstruction of Unstructured Mesh Datasets

Jeremy A. Templeton, Maher Salloum, Nathan Fabian, 2015, Data Science and Engineering.

Plasticity models of material variability based on uncertainty quantification techniques

F. Rizzi, R. E. Jones, J. A. Templeton, 2017, 1802.01487.

Thermal Transport Mechanisms in Carbon Nanotube-Nanofluids Identified From Molecular Dynamics Simulations

J. Templeton, E. Barrera, Jonathan W. Lee, 2015 .

Bayesian modeling of inconsistent plastic response due to material variability

Francesco Rizzi, Reese E. Jones, Jeremy A. Templeton, 2018, Computer Methods in Applied Mechanics and Engineering.

Statistical Validation For Heat Transfer Problems: A Case Study

Sarah Nicole Scott, Jeremy A. Templeton, Patricia Diane Hough, 2015 .

Computational solution verification applied to a thermal model of a Ruggedized Instrumentation Package

Sarah Nicole Scott, Jeremy A. Templeton, Patricia Diane Hough, 2013 .

Experiences using DAKOTA stochastic expansion methods in computational simulations.

Jeremy A. Templeton, Joseph R. Ruthruff, J. Templeton, 2012 .

INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY-INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 1: BAYESIAN INFERENCE OF FIXED MODEL FORMS

Jeremy A. Templeton, Maher Salloum, J. Templeton, 2014 .

A Mathematical Framework for Multiscale Science and Engineering: The Variational Multiscale Method and Interscale Transfer Operators

S. S. Collis, R. Lehoucq, R. Jones, 2007 .

Polarization as a field variable from molecular dynamics simulations.

J. Templeton, K. Mandadapu, Jonathan W. Lee, 2012, The Journal of chemical physics.

Model based design of a microfluidic mixer driven by induced charge electroosmosis.

J. Templeton, C. Harnett, M. Kanouff, 2008, Lab on a chip.

INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 2: GENERALIZED CONTINUUM MODELS BASED ON GAUSSIAN PROCESSES

Maher Salloum, Jeremy Alan Templeton, J. Templeton, 2014 .

Comparison of Molecular and Primitive Solvent Models for Electrical Double Layers in Nanochannels.

J. Templeton, K. Mandadapu, J. Zimmerman, 2013, Journal of chemical theory and computation.

An eddy-viscosity based near-wall treatment for coarse grid large-eddy simulation

Georgi Kalitzin, Jeremy A. Templeton, Gorazd Medic, 2005 .

ANear-Wall Eddy-Viscosity Formulation for LES

J. Templeton, G. Kalitzin, G. Medic, 2007 .