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Materials: Machine Read
Materials: Machine Read
Author: Erik Bitzek
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© Erik Bitzek
Description
An audio digest of selected open-access publications in materials science.
Episodes include AI-generated summaries as well as complete audio versions of peer-reviewed papers.
Topics span atomistic simulations, microstructure–property relationships, mechanical behavior of metals and alloys, sustainability, and digitalization in materials research.
All original publications are fully cited and linked in each episode description.
The audio is generated using the open-source tool Science2Go (https://github.com/biterik/science2go).
Episodes include AI-generated summaries as well as complete audio versions of peer-reviewed papers.
Topics span atomistic simulations, microstructure–property relationships, mechanical behavior of metals and alloys, sustainability, and digitalization in materials research.
All original publications are fully cited and linked in each episode description.
The audio is generated using the open-source tool Science2Go (https://github.com/biterik/science2go).
34 Episodes
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This is an audio version of the paper "Solute adsorption, disconnections, and grain growth: Potentially critical aspects of microstructural evolution" by Rachel Marder, W. Craig Carter, Wayne D. Kaplan, published in 2026 in the January Issue of MRS Bulletin.The original paper can be found at: https://doi.org/10.1557/s43577-025-01025-3The original work is published under Creative Commons Attribution 4.0 International (CC BY 4.0). To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.This audio version is a derivative work created for accessibility and educational purposes. It preserves the original scientific content while optimizing the text for audio consumption.Generated by Science2Go - Turn Academic Papers into Audio Papershttps://github.com/biterik/science2go
This is an audio version of the paper "Probing grain-boundary structure, chemistry, and transitions" by Siyuan Zhang, Eleonora Isotta, Ruben Bueno-Villoro, Christina Scheu, published 2026 in MRS Bulletin.The original paper can be found at: https://doi.org/10.1557/s43577-025-01041-3The original work is published under Creative Commons Attribution 4.0 International (CC BY 4.0). To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.This audio version is a derivative work created for accessibility and educational purposes. It preserves the original scientific content while optimizing the text for audio consumption.Generated by Science2Go - Turn Academic Papers into Audio Papershttps://github.com/biterik/science2go
This is an audio version of the paper "Defect phases beyond grain boundaries" by Sandra Korte-Kerzel, Timothy J. Rupert, Daniel S. Gianola, Stefanie Sandlöbes-Haut, Zhuocheng Xie, published 2026 in MRS Bulletin.The original paper can be found at: https://doi.org/10.1557/s43577-025-01044-0The original work is published under Creative Commons Attribution 4.0 International (CC BY 4.0). To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.This audio version is a derivative work created for accessibility and educational purposes. It preserves the original scientific content while optimizing the text for audio consumption.Generated by Science2Go - Turn Academic Papers into Audio Papershttps://github.com/biterik/science2go
This is an audio version of the paper "Thermodynamics of grain-boundary phases" by Timofey Frolov, Jörg Neugebauer, Yuri Mishin, published 2026 in MRS Bulletin.The original paper can be found at: https://doi.org/10.1557/s43577-025-01022-6The original work is published under Creative Commons Attribution 4.0 International (CC BY 4.0). To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.This audio version is a derivative work created for accessibility and educational purposes. It preserves the original scientific content while optimizing the text for audio consumption.Generated by Science2Go - Turn Academic Papers into Audio Papershttps://github.com/biterik/science2go
This Podcast discusses four papers that appeared in the Jan 2026 MRS Bulletin on defect phases:Defect phases beyond grain boundaries by Korte-Krezel et al. https://doi.org/10.1557/s43577-025-01044-0Thermodynamics of grain-boundary phases by Frolov et al.https://doi.org/10.1557/s43577-025-01022-6Probing grain-boundary structure, chemistry, and transitions by Zhang et al. https://doi.org/10.1557/s43577-025-01041-3Solute adsorption, disconnections, and grain growth: Potentially critical aspects of microstructural evolution by Marder et al. https://doi.org/10.1557/s43577-025-01025-3These articles are licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.The content of the articles served as basis for this notebooklm generated audio podcast.
This podcast episode is an notebooklm audio overview of the paper "Mechanochemistry: Fundamental Principles and Applications" by Liang Dong, Luofei Li, Huiyan Chen, Yi Cao, and Hai Lei.The original work is available at: https://doi.org/10.1002/advs.202403949This paper is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0), which can be viewed here: https://creativecommons.org/licenses/by/4.0/.This podcast is an adaptation and summary of the original research.
This is an audio summary of an article by Lorenzo Crippa, Hyeonhu Bae, Paul Wunderlich, Igor I. Mazin, Binghai Yan, Giorgio Sangiovanni, Tim Wehling & Roser Valentí published in Nature Communications volume 15, Article number: 1357 (2024), https://doi.org/10.1038/s41467-024-45392-y It is is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence: http://creativecommons.org/licenses/by/4.0/
This is an audio summary of an article by Emily G. Meekel, Phillippa Partridge, Robert A. I. Paraoan, Joshua J. B. Levinsky, Ben Slater, Claire L. Hobday and Andrew L. Goodwin which was published in nature materials Volume 23 | September 2024 | 1245–1251 https://doi.org/10.1038/s41563-024-01960-7
It is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence: http://creativecommons.org/licenses/by/4.0/.
This is an audio summary of an article by Sara Catherine Sand, Jennifer L. M. Rupp and Bilge Yildiz, which was published in Chem. Soc. Rev., 2025, 54, 178 DOI: 10.1039/d4cs00214h.
It is published under a Creative Commons Attribution-NonCommercial 3.0 Unported Licence: https://creativecommons.org/licenses/by-nc/3.0/
This is an audio summary of an article by Andreas Beyer, Manveer Singh Munde, Saleh Firoozabadi, Damien Heimes, Tim Grieb, Andreas Rosenauer, Knut Müller-Caspary, and Kerstin Volz published in Nano Lett. 2021, 21, 2018−2025, https://dx.doi.org/10.1021/acs.nanolett.0c04544
It is published under CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/
This is an audio summary of a perspective article by Karthikeyan Hariharan & Sannakaisa Virtanen, npj Materials Degradation | (2024) 8:115, https://doi.org/10.1038/s41529-024-00533-y. It is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence: http://creativecommons.org/licenses/by/4.0/.
This is an audio summary of an article by Liya Guo, Daisy B Thornton, Mohamed A Koronfel, Ifan E L Stephens and Mary P Ryan, in J. Phys. Energy 3 (2021) 032015, https://doi.org/10.1088/2515-7655/ac0c04
Original content from this work may be used
under the terms of the Creative Commons
Attribution 4.0 licence: https://creativecommons.org/licenses/by/4.0/
This is an audio summary of an article by Yuwei Zhang, Benjamin L. Hackett, Jiaqi Dong, Kelvin Y. Xie , and George M. Pharr published in PNAS 2023 vol 120, https://doi.org/10.1073/pnas.2310500120.
The article is article is distributed under Creative Commons
Attribution- NonCommercial- NoDerivatives License 4.0
(CC BY- NC-ND). https://creativecommons.org/licenses/by-nc-nd/4.0/
This is an audio summary of an article by Torben Nilsson Pingel, Mikkel Jørgensen Henrik Grönbeck, and Eva Olsson, publised in nature communications (2018) 9:2722 , DOI: 10.1038/s41467-018-05055-1.
The article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source and provide a link to the Creative
Commons license: http://creativecommons.org/licenses/by/4.0/.
This is an audio summary of a review article by Lindsay Greer, Miguel B. Costa, and Owain S. Houghton, published in the MRS Bulletin Vol. 48, 2023, doi:10.1557/s43577-023-00586-5
The article is licensed under a Creative Commons Attribu-
tion 4.0 International License, which permits use, sharing,
adaptation, distribution and reproduction in any medium or
format, as long as you give appropriate credit to the original
author(s) and the source, provide a link to the Creative Com-
mons licence: http://creativecommons.org/licenses/by/4.0/.
This is an audio summary of an article by Yilun Xu, Jingwei Xian, Richard J. Coyle, Christopher M. Gourlay, and Fionn P.E. Dunne published in J. Mech. Phys. Solids 187 (2024) 105623, https://doi.org/10.1016/j.jmps.2024.105623.
The article is published under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
This is an audio summary of an article by PEDRO P. P. O. BORGES, ROBERT O. RITCHIE AND MARK ASTA in Science Advances, 20 Sep 2024, Vol 10, Issue 38, DOI: 10.1126/sciadv.adp7670
The article is distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).
https://creativecommons.org/licenses/by-nc/4.0/
This is an audio summary of an article by Ian Dowding and Chris Schuh in Nature volume 630, pages 91–95 (2024).
The article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence: http://creativecommons.org/licenses/by/4.0/.
This is an audio overview of an article by Haidong Fan, Qingyuan Wang, Jaafar A. El-Awady, Dierk Raabe & Michael Zaiser, published in nature communications 2021, https://doi.org/10.1038/s41467-021-21939-1
It was published under Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
Audio Overview of "Understanding and mitigating hydrogen embrittlement of steels: a review of experimental, modeling and design progress from atomistic to continuum" by O. Barrera et al., J Mater Sci (2018) 53:6251–6290, https://doi.org/10.1007/s10853-017-1978-5




