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‎_pages/publications.md‎

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# Books
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* [R. G. McClarren](../members/ryan_mcclarren/), Machine Learning for Engineers: Using data to solve problems for physical systems,
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Springer, ISBN13: [978-3030703875](https://link.springer.com/book/10.1007/978-3-030-70388-2), 2021.
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* [C. T. Kelley](../members/ct_kelley/). Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia.
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Number 20 in Fundamentals of Algorithms. SIAM, Philadelphia (2022) ISBN [978-1-61197-726-4](https://epubs.siam.org/doi/book/10.1137/1.9781611977271).
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* [R. G. McClarren](../members/ryan_mcclarren/), Machine Learning for Engineers: Using data to solve problems for physical systems,
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Springer, New York (2021) ISBN: [978-3030703875](https://link.springer.com/book/10.1007/978-3-030-70388-2).
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# Journal Articles
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* [J. P. Morgan](../members/joanna_morgan), [I. Variansyah](../members/ilham_variansyah), [T. S. Palmer](../members/todd_palmer) and [K. E. Niemeyer](../members/kyle_niemeyer). 2024. **UNDER REVIEW**. Impacts of dynamic radiation transport to one-cell inversions on modern GPUs with higher-order discretization. Pre-peer-review Preprint DOI [10.48550/arXiv.2503.00264](https://doi.org/10.48550/arXiv.2503.00264).
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* [A. Mote](../members/alexander_mote) [T. S. Palmer](../members/todd_palmer) and [L. Chen](../members/lizhong_chen). 2024. **UNDER REVIEW**. Neurons for Neutrons: A Transformer Model for Computation Load Estimation on Domain-Decomposed Neutron Transport Problems. Preprint DOI [10.48550/arXiv.2411.03389](https://arxiv.org/abs/2411.03389)
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* [J. P. Morgan](../members/joanna_morgan), [I. Variansyah](../members/ilham_variansyah), [B. Cuneo](../members/braxton_cuneo), [T. S. Palmer](../members/todd_palmer) and [K. E. Niemeyer](../members/kyle_niemeyer). 2024. Accepted *IEEE Computing in Science and Engineering*. Performance Portable Monte Carlo Neutron Transport in MCDC via Numba. Preprint DOI [10.48550/arXiv.2409.04668](
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https://doi.org/10.48550/arXiv.2409.04668).
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https://doi.org/10.48550/arXiv.2409.04668). DOI [10.1109/MCSE.2025.3550863](https://doi.org/10.1109/MCSE.2025.3550863).
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* [S. Pasmann](../members/sam_pasmann), [I. Variansyah](../members/ilham_variansyah), [C. T. Kelley](../members/ct_kelley/), and [R. G. McClarren](../members/ryan_mcclarren/). (2024). Mitigating Spatial Error in the iterative-Quasi-Monte Carlo (iQMC) Method for Neutron Transport Simulations with Linear Discontinuous Source Tilting and Effective Scattering and Fission Rate Tallies. Accepted *Nuclear Science and Engineering.* Preprint DOI [10.48550/arXiv.2401.04029](https://arxiv.org/abs/2401.04029)
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# Dissertations and Theses
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* [Kayla Beth Clements](../members/kayla_clements/). . Ph.D. dissertation. School of Nuclear Science and Engineering, Oregon State University, Corvallis, OR, USA. December 2024.
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* [Kayla Beth Clements](../members/kayla_clements/). Uncertainty quantification and global sensitivity analysis methods for Monte Carlo radiation transport solvers. Ph.D. dissertation. School of Nuclear Science and Engineering, Oregon State University, Corvallis, OR, USA. December 2024. [online](https://ir.library.oregonstate.edu/concern/graduate_thesis_or_dissertations/8910k376w)
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* [Benjamin Joseph Whewell](../previous_members/ben_whewell). Hybrid Numerical Methods and Solution Verification for the Neutron Transport Equation. Ph.D. dissertation. Dept. Aerospace and Mechanical Engineering, University of Notre Dame, South Bend, IN USA. November 2024. [online](https://curate.nd.edu/articles/dataset/Hybrid_Numerical_Methods_and_Solution_Verification_for_the_Neutron_Transport_Equation/27927858?file=51111842)
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<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.9.3">Jekyll</generator><link href="https://cement-psaap.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://cement-psaap.github.io/" rel="alternate" type="text/html" /><updated>2025-03-19T13:25:44-07:00</updated><id>https://cement-psaap.github.io/feed.xml</id><title type="html">CEMeNT</title><subtitle>CEMeNT is a PSAAP-III Focused Investigatory Center led by Oregon State University, with partner institutions University of Notre Dame and North Carolina State University.</subtitle><author><name>CEMeNT</name></author><entry><title type="html">CEMeNT Graduate Students Finish Internships at NNSA Trilabs</title><link href="https://cement-psaap.github.io/articles/intern-complete/" rel="alternate" type="text/html" title="CEMeNT Graduate Students Finish Internships at NNSA Trilabs" /><published>2021-09-15T00:00:00-07:00</published><updated>2021-09-15T00:00:00-07:00</updated><id>https://cement-psaap.github.io/articles/intern-complete</id><content type="html" xml:base="https://cement-psaap.github.io/articles/intern-complete/">&lt;p&gt;All six of our center’s current graduate students completed summer internships within the trilabs, working on cutting edge research to fulfill the mission of the NNSA. Their dispersion around the trilabs demonstrates the tight knit relationship our center is building with them. Please see the list below for areas of research for our successful interns.&lt;/p&gt;
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<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.9.3">Jekyll</generator><link href="https://cement-psaap.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://cement-psaap.github.io/" rel="alternate" type="text/html" /><updated>2025-03-26T19:26:38-07:00</updated><id>https://cement-psaap.github.io/feed.xml</id><title type="html">CEMeNT</title><subtitle>CEMeNT is a PSAAP-III Focused Investigatory Center led by Oregon State University, with partner institutions University of Notre Dame and North Carolina State University.</subtitle><author><name>CEMeNT</name></author><entry><title type="html">CEMeNT Graduate Students Finish Internships at NNSA Trilabs</title><link href="https://cement-psaap.github.io/articles/intern-complete/" rel="alternate" type="text/html" title="CEMeNT Graduate Students Finish Internships at NNSA Trilabs" /><published>2021-09-15T00:00:00-07:00</published><updated>2021-09-15T00:00:00-07:00</updated><id>https://cement-psaap.github.io/articles/intern-complete</id><content type="html" xml:base="https://cement-psaap.github.io/articles/intern-complete/">&lt;p&gt;All six of our center’s current graduate students completed summer internships within the trilabs, working on cutting edge research to fulfill the mission of the NNSA. Their dispersion around the trilabs demonstrates the tight knit relationship our center is building with them. Please see the list below for areas of research for our successful interns.&lt;/p&gt;
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&lt;p&gt;We would like to directly thank all the mentors who helped!&lt;/p&gt;
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