List of Publications using MALAMUTE

Below is a known list of publications supporting MALAMUTE development, and might be incomplete. If your work should be included on this list, please make a post in the MALAMUTE Discussion Forum.

Journal Articles

Larry K. Aagesen, Stephanie A. Pitts, Brennan K. Harris, Tiankai Yao, Lucas D. Robinson, and R. Edwin García. Electrochemical grand potential-based phase-field simulation of electric field-assisted sintering. Acta Materialia, 275:120049, 2024. URL: https://www.sciencedirect.com/science/article/pii/S1359645424004014, doi:10.1016/j.actamat.2024.120049.

@article{aagesen2024grandpotential,
    author = "Aagesen, Larry K. and Pitts, Stephanie A. and Harris, Brennan K. and Yao, Tiankai and Robinson, Lucas D. and García, R. Edwin",
    title = "Electrochemical grand potential-based phase-field simulation of electric field-assisted sintering",
    journal = "Acta Materialia",
    volume = "275",
    pages = "120049",
    year = "2024",
    issn = "1359-6454",
    doi = "10.1016/j.actamat.2024.120049",
    url = "https://www.sciencedirect.com/science/article/pii/S1359645424004014"
}

Mahmoud Yaseen, Dewen Yushu, Peter German, and Xu Wu. Fast and accurate reduced-order modeling of a MOOSE-based additive manufacturing model with operator learning. The International Journal of Advanced Manufacturing Technhology, 129(7):3123–3139, 2023. URL: https://link.springer.com/article/10.1007/s00170-023-12471-1, doi:10.1007/s00170-023-12471-1.

@article{yaseen2023rom,
    author = "Yaseen, Mahmoud and Yushu, Dewen and German, Peter and Wu, Xu",
    title = "Fast and accurate reduced-order modeling of a {MOOSE}-based additive manufacturing model with operator learning",
    journal = "The International Journal of Advanced Manufacturing Technhology",
    volume = "129",
    number = "7",
    pages = "3123-3139",
    year = "2023",
    issn = "1433-3015",
    publisher = "Springer",
    doi = "10.1007/s00170-023-12471-1",
    url = "https://link.springer.com/article/10.1007/s00170-023-12471-1"
}

Péter German and Dewen Yushu. Enabling scientific machine learning in MOOSE using libtorch. SoftwareX, 23:101489, 2023. URL: https://www.sciencedirect.com/science/article/pii/S2352711023001851, doi:10.1016/j.softx.2023.101489.

@article{german2023libtorch,
    author = "German, Péter and Yushu, Dewen",
    title = "Enabling scientific machine learning in {MOOSE} using Libtorch",
    journal = "SoftwareX",
    volume = "23",
    pages = "101489",
    year = "2023",
    issn = "2352-7110",
    doi = "10.1016/j.softx.2023.101489",
    url = "https://www.sciencedirect.com/science/article/pii/S2352711023001851"
}

Dewen Yushu, Michael D. McMurtrey, Wen Jiang, and Fande Kong. Directed energy deposition process modeling: a geometry-free thermo-mechanical model with adaptive subdomain construction. The International Journal of Advanced Manufacturing Technhology, 122(2):849–868, 2022. URL: https://link.springer.com/article/10.1007/s00170-022-09887-6, doi:10.1007/s00170-022-09887-6.

@article{yushu2022directed,
    author = "Yushu, Dewen and McMurtrey, Michael D. and Jiang, Wen and Kong, Fande",
    title = "Directed energy deposition process modeling: A geometry-free thermo-mechanical model with adaptive subdomain construction",
    journal = "The International Journal of Advanced Manufacturing Technhology",
    volume = "122",
    number = "2",
    pages = "849-868",
    year = "2022",
    issn = "2352-7110",
    publisher = "Springer",
    doi = "10.1007/s00170-022-09887-6",
    url = "https://link.springer.com/article/10.1007/s00170-022-09887-6"
}

Alexander Lindsay, Roy Stogner, Derek Gaston, Daniel Schwen, Christopher Matthews, Wen Jiang, Larry K. Aagesen, Robert Carlsen, Fande Kong, Andrew Slaughter, Cody Permann, and Richard Martineau and. Automatic differentiation in MetaPhysicL and its applications in MOOSE. Nuclear Technology, 207(7):905–922, 2021. doi:10.1080/00295450.2020.1838877.

@article{lindsay2021ad,
    author = "Lindsay, Alexander and Stogner, Roy and Gaston, Derek and Schwen, Daniel and Matthews, Christopher and Jiang, Wen and Aagesen, Larry K. and Carlsen, Robert and Kong, Fande and Slaughter, Andrew and Permann, Cody and and, Richard Martineau",
    title = "Automatic Differentiation in {MetaPhysicL} and Its Applications in {MOOSE}",
    journal = "Nuclear Technology",
    volume = "207",
    number = "7",
    pages = "905--922",
    year = "2021",
    publisher = "Taylor \\& Francis",
    doi = "10.1080/00295450.2020.1838877"
}

Books and Book Chapters

Stephanie A. Pitts, Sudipta Biswas, Dewen Yushu, Alexander D. Lindsay, Wen Jiang, and Larry K. Aagesen. Chapter 14 - modeling and simulation of advanced manufacturing techniques using MOOSE and MALAMUTE. In Curtis Lee Smith, Katya Le Blanc, and Diego Mandelli, editors, Risk-Informed Methods and Applications in Nuclear and Energy Engineering, pages 263–286. Academic Press, 2024. URL: https://www.sciencedirect.com/science/article/pii/B9780323911528000090, doi:10.1016/B978-0-323-91152-8.00009-0.

@incollection{pitts2024riskinformed,
    author = "Pitts, Stephanie A. and Biswas, Sudipta and Yushu, Dewen and Lindsay, Alexander D. and Jiang, Wen and Aagesen, Larry K.",
    editor = "Smith, Curtis Lee and {Le Blanc}, Katya and Mandelli, Diego",
    title = "Chapter 14 - Modeling and simulation of advanced manufacturing techniques using {MOOSE} and {MALAMUTE}",
    booktitle = "Risk-Informed Methods and Applications in Nuclear and Energy Engineering",
    publisher = "Academic Press",
    pages = "263-286",
    year = "2024",
    isbn = "978-0-323-91152-8",
    doi = "10.1016/B978-0-323-91152-8.00009-0",
    url = "https://www.sciencedirect.com/science/article/pii/B9780323911528000090"
}

Conference Proceedings

Jorgen Rufner, William Chuirazzi, Arin Preston, Andrew Gorman, Stephanie Pitts, James Ford, and Brennan Harris. Progress in combining 3D printing and electric field assisted sintering (EFAS) for complex part fabrication: pressure transfer media, X-ray computed tomography, and electrothermal modeling. In The Minerals, Metals & Materials Society Annual Meeting & Exhibition. 03 2025.

@inproceedings{rufner2025tms,
    author = "Rufner, Jorgen and Chuirazzi, William and Preston, Arin and Gorman, Andrew and Pitts, Stephanie and Ford, James and Harris, Brennan",
    title = "Progress in Combining {3D} Printing and Electric Field Assisted Sintering ({EFAS}) for Complex Part Fabrication: Pressure Transfer Media, {X}-Ray Computed Tomography, and Electrothermal Modeling",
    booktitle = "The Minerals, Metals \\& Materials Society Annual Meeting \\& Exhibition",
    place = "Las Vegas, Nevada, United States",
    year = "2025",
    month = "03"
}

Michael Moorehead, Priyanshi Agrawal, Stephanie Pitts, Larry Aagesen, Pierre-Clément Simon, Chase Taylor, Jorgen Rufner, Timothy Yoder, Danny Hermawan, and Edwin Garcia. Tritium breeder composites for fusion applications. In The Minerals, Metals & Materials Society Annual Meeting & Exhibition. 03 2025.

@inproceedings{moorehead2025tms,
    author = "Moorehead, Michael and Agrawal, Priyanshi and Pitts, Stephanie and Aagesen, Larry and Simon, Pierre-Clément and Taylor, Chase and Rufner, Jorgen and Yoder, Timothy and Hermawan, Danny and Garcia, Edwin",
    title = "Tritium Breeder Composites for Fusion Applications",
    booktitle = "The Minerals, Metals \\& Materials Society Annual Meeting \\& Exhibition",
    place = "Las Vegas, Nevada, United States",
    year = "2025",
    month = "03"
}

Stephanie A. Pitts, Michael J. Moorehead, Larry K. Aagesen, and Andrew J. Gorman. Development and validation of MALAMUTE simulations for electric field assisted sintering of structural materials. In MOOSE International Workshop. 03 2025.

@inproceedings{pitts2025moose,
    author = "Pitts, Stephanie A. and Moorehead, Michael J. and Aagesen, Larry K. and Gorman, Andrew J.",
    title = "Development and Validation of {MALAMUTE} Simulations for Electric Field Assisted Sintering of Structural Materials",
    booktitle = "MOOSE International Workshop",
    place = "Idaho Falls, Idaho, United States",
    year = "2025",
    month = "03"
}

Adrian R Wagner, Jorgen Fredrick Rufner, Andrea M Jokisaari, and Michael D McMurtrey. Advanced manufacturing for harsh environments at Idaho National Laboratory. In International Conference on Advanced Manufacturing. 10 2024. URL: https://www.osti.gov/biblio/2476235.

@inproceedings{wagner2024,
    author = "Wagner, Adrian R and Rufner, Jorgen Fredrick and Jokisaari, Andrea M and McMurtrey, Michael D",
    title = "Advanced Manufacturing for Harsh Environments at {Idaho National Laboratory}",
    booktitle = "International Conference on Advanced Manufacturing",
    place = "Atlanta, Georgia, United States",
    year = "2024",
    month = "10",
    url = "https://www.osti.gov/biblio/2476235"
}

Larry Kenneth Aagesen Jr, Stephanie A Pitts, Lucas Robinson, and R. Edwin Garcia. Multi-scale modeling of the electric field assisted sintering process. In The Minerals, Metals & Materials Society Annual Meeting & Exhibition. 03 2023. URL: https://www.osti.gov/biblio/1962857.

@inproceedings{aagesen2023tms,
    author = "Aagesen Jr, Larry Kenneth and Pitts, Stephanie A and Robinson, Lucas and Garcia, R. Edwin",
    title = "Multi-scale modeling of the electric field assisted sintering process",
    booktitle = "The Minerals, Metals \\& Materials Society Annual Meeting \\& Exhibition",
    place = "San Diego, California, United States",
    year = "2023",
    month = "03",
    url = "https://www.osti.gov/biblio/1962857"
}

Casey Icenhour, Stephanie Pitts, and Alexander Lindsay. Electromagnetics and advanced manufacturing simulation development within the MOOSE ecosystem. In 3rd MIT PSFC Computational Physics School for Fusion Research. 2022. Poster. URL: https://www.osti.gov/biblio/1882589.

@inproceedings{icenhour2022mit,
    author = "Icenhour, Casey and Pitts, Stephanie and Lindsay, Alexander",
    title = "Electromagnetics and Advanced Manufacturing Simulation Development within the {MOOSE} Ecosystem",
    booktitle = "3rd {MIT PSFC} Computational Physics School for Fusion Research",
    place = "Cambridge, Massachusetts, United States",
    year = "2022",
    url = "https://www.osti.gov/biblio/1882589",
    note = "Poster"
}

Technical Reports

Sudipta Biswas, Somayajulu Dhulipala, Peter German, Andrea M. Jokisaari, Dewen Yushu, and Michael D. McMurtrey. Multiscale and machine learning modeling for process-informed microstructure prediction in additively manufactured materials using MALAMUTE. Technical Report INL/RPT-24-80418-Rev000, Idaho National Laboratory (INL), Idaho Falls, ID (United States), 08 2024. URL: https://www.osti.gov/biblio/2478645, doi:10.2172/2478645.

@techreport{biswas2478645,
    author = "Biswas, Sudipta and Dhulipala, Somayajulu and German, Peter and Jokisaari, Andrea M. and Yushu, Dewen and McMurtrey, Michael D.",
    title = "Multiscale and Machine Learning Modeling for Process-informed Microstructure Prediction in Additively Manufactured Materials Using {MALAMUTE}",
    institution = "Idaho National Laboratory (INL), Idaho Falls, ID (United States)",
    number = "INL/RPT-24-80418-Rev000",
    doi = "10.2172/2478645",
    url = "https://www.osti.gov/biblio/2478645",
    place = "United States",
    year = "2024",
    month = "08"
}

Sudipta Biswas, Som Lakshmi Narasimha Dhulipala, Peter German, Alexander D. Lindsay, Matthew D. Eklund, Danny Hermawan, Hongsup Oh, Wen Jiang, and Andrea M. Jokisaari. Multiscale and machine learning modeling for additive manufacturing. Technical Report INL/RPT-23-74941-Rev000, Idaho National Laboratory (INL), Idaho Falls, ID (United States), 09 2023. URL: https://www.osti.gov/biblio/2476363, doi:10.2172/2476363.

@techreport{biswas2476363,
    author = "Biswas, Sudipta and Dhulipala, Som Lakshmi Narasimha and German, Peter and Lindsay, Alexander D. and Eklund, Matthew D. and Hermawan, Danny and Oh, Hongsup and Jiang, Wen and Jokisaari, Andrea M.",
    title = "Multiscale and Machine Learning Modeling for Additive Manufacturing",
    institution = "Idaho National Laboratory (INL), Idaho Falls, ID (United States)",
    number = "INL/RPT-23-74941-Rev000",
    doi = "10.2172/2476363",
    url = "https://www.osti.gov/biblio/2476363",
    place = "United States",
    year = "2023",
    month = "09"
}

Theses and Dissertations

Casey T. Icenhour. Development and Validation of Open Source Software for Electromagnetics Simulation and Multiphysics Coupling. PhD thesis, North Carolina State University, 2023. URL: https://www.lib.ncsu.edu/resolver/1840.20/40985.

@phdthesis{icenhour2023thesis,
    author = "Icenhour, Casey T.",
    title = "Development and Validation of Open Source Software for Electromagnetics Simulation and Multiphysics Coupling",
    school = "North Carolina State University",
    year = "2023",
    url = "https://www.lib.ncsu.edu/resolver/1840.20/40985"
}

Media and Press Releases

Daniel Oberhaus. Simulation code probes microscale mysteries of advanced manufacturing. Idaho National Laboratory Press Releases, 11 2022. URL: https://inl.gov/nuclear-energy/simulation-code-probes-microscale-mysteries-of-advanced-manufacturing/ (visited on 2025-03-28).

@article{oberhaus2022inl,
    author = "Oberhaus, Daniel",
    title = "Simulation Code Probes Microscale Mysteries of Advanced Manufacturing",
    journal = "Idaho National Laboratory Press Releases",
    year = "2022",
    month = "11",
    day = "03",
    url = "https://inl.gov/nuclear-energy/simulation-code-probes-microscale-mysteries-of-advanced-manufacturing/",
    urldate = "2025-03-28"
}

Journal Articles
Books and Book Chapters
Conference Proceedings
Technical Reports
Theses and Dissertations
Media and Press Releases