Publications

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A machine learning surrogate for density functional theory based on the local density of state

2022 Workshop on Recent Developments in Electronic Structure (ES22)

Normand A. Modine, Lenz Fiedler, Dayton Jonathan Vogel, Aidan P. Thompson, Austin Ellis, John Adam Stephens, Gabe Popoola, Attila Cangi, Sivasankaran Rajamanickam

Conference Presentation – 2022 Conference Presentation 2022

A machine learning surrogate for density functional theory based on the local density of states

2022 Workshop on Recent Developments in Electronic Structure (ES22)

Normand A. Modine, Lenz Fiedler, Dayton Jonathan Vogel, Aidan P. Thompson, Austin Ellis, John Adam Stephens, Gabe Popoola, Attila Cangi, Sivasankaran Rajamanickam

Abstract – 2022 Abstract 2022

Accelerating Finite-Temperature Kohn-Sham Density Functional Theory with Deep Neural Networks

Austin Ellis, Lenz Fielder, Gabriel ANUOLUWAPO Popoola, Normand A. Modine, John Adam Stephens, Aidan P. Thompson, Sivasankaran Rajamanickam

https://www.osti.gov/search/identifier:1817970

Report – 2021 Report 2021

Accelerating Multiscale Materials Modeling with Machine Learning

SIAM Conference on Computational Science an Engineering

J. Austin Ellis, Sivasankaran Rajamanickam, Normand A. Modine, Aidan P. Thompson, John Adam Stephens, Attila Cangi

https://www.osti.gov/search/identifier:1853873

Conference Presentation – 2021 Conference Presentation 2021

Accelerating Finite-temperature Kohn-Sham Density Functional Theory\ with Deep Neural Networks

John Ellis, Attila cangi, Normand A. Modine, John Adam Stephens, Aidan P. Thompson, Sivasankaran Rajamanickam

https://www.osti.gov/search/identifier:1677521

Report – 2020 Report 2020

Physics, Geometric, Material Model, and Experimental Considerations for Exploding Wire Simulation Validation

10th international conference on computational methods

Christopher J. Garasi, Joseph D. Olles, Kyle Cochrane, John H. Carpenter, James Patrick Ball, Normand A. Modine

https://www.osti.gov/search/identifier:1641058

Conference Paper – 2019 Conference Paper 2019

Implementation of the Optimized Effective Potential (OEP) and Exact Exchange (EXX) in Socorro

EFRC Charge Separation and Transfer Density Functional Theory Meeting

Normand A. Modine, Alan F. Wright, Richard P. Muller, Leslie D Cumiford, Ann Elisabet Wills, Michael P. Desjarlais, Ross A. Lippert

https://www.osti.gov/search/identifier:1018464

Conference Paper – 2010 Conference Paper 2010

Improving the Density Functional Theory with Practical Exact-Exchange

Materials Science and Technology External Review

Normand A. Modine, Alan F. Wright, Richard P. Muller, Mark P. Sears, Ann Elisabet Wills, Michael P. Desjarlais, Ross A. Lippert

Other Publication – 2008 Other Publication 2008

Beyond the Local Density Approximation: Improving Density Functional Theory for High Energy Density Physics Applications

Normand A. Modine, Alan F. Wright, Richard P. Muller, Mark P. Sears, Ann Elisabet Wills, Michael P. Desjarlais

https://www.osti.gov/search/identifier:976954

SAND Report – 2007 SAND Report 2007

Iterative Optimized Effective Potential and Exact Exchange Calculations at Finite Temperature

American Physical Society March Meeting

Normand A. Modine, Alan F. Wright, Richard P. Muller, Mark P. Sears, Ann Elisabet Wills, Michael P. Desjarlais, Ross A. Lippert

https://www.osti.gov/search/identifier:957289

Conference Paper – 2007 Conference Paper 2007

Electrical Effects of Transient Neutron Irradiation of Silicon Devices

Nuclear Instruments and Methods in Physics Research B

Harold P. Hjalmarson, Renee M Van Ginhoven, Peter Andrew Schultz, Normand A. Modine, Ronald L. Pease

Journal Article – 2006 Journal Article 2006

Electrical Effects from Transient Neutron Irradiation of Silicon Devices

Cosires

Renee M Van Ginhoven, Peter Andrew Schultz, Normand A. Modine, Ronald L. Pease

https://www.osti.gov/search/identifier:1264226

Conference Paper – 2006 Conference Paper 2006
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