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MIPAR (Software Company)

From EverybodyWiki Bios & Wiki


MIPAR Software

MIPAR
File:MIPAR Logo 512x512.png
Developer(s)MIPAR Software LLC
Initial release2017
Stable release
v5.1.0 / Feb 10, 2025
Engine
    Operating systemWindows 10 & 11, macOS Intel & Apple Silicon
    TypeImage analysis Software
    LicenseProprietary
    Websitemipar.us

    Search MIPAR (Software Company) on Amazon.

    MIPAR Image Processor UI
    MIPAR Image Processor UI

    MIPAR Software, LLC, is the developer of the MIPAR Image Analysis software suite. The company was founded in 2017 and is headquartered in Columbus, Ohio, United States. The software was initially developed at The Ohio State University’s Center for the Accelerated Maturation of Materials to quantify features in titanium micrographs.[1]

    Originally designed for metallurgical image analysis, MIPAR has since evolved into a comprehensive image-processing platform used across multiple disciplines, including materials science, biomedical research, agriculture, and manufacturing sectors such as aerospace, automotive, and medical devices. The software leverages computer vision and machine learning to automate complex image analysis tasks.

    Features

    MIPAR Software offers a comprehensive suite of image analysis tools designed to automate and enhance feature detection and measurement across various scientific and industrial applications. The key components and their functionalities include:

    Image Analysis Software

    MIPAR offers solutions for automating image processing, providing tools for feature detection and measurement across various scientific and industrial applications. Key products include:

    MIPAR Base – The core product of MIPAR, MIPAR Base, is utilized across sectors such as materials science, life sciences, and manufacturing to automate image analysis. It supports over 150 file formats and provides a dynamic toolkit for developing and executing automated workflows. Users can construct and implement image analysis algorithms, perform batch processing, and utilize real-time processing for immediate image handling. The software includes a batch review environment to confirm detection accuracy before measurement generation. It offers over 100 image processing functions and more than 30 distinct measurements, with the flexibility to customize measurement formulas. Data can be exported to CSV files or professional Word/PDF reports, and all image outputs are non-proprietary for easy sharing. The interface is user-friendly, requires no programming knowledge, and provides real-time feedback.

    UI of MIPARs Deep Learning session trainer
    UI of MIPARs Deep Learning session trainer

    Deep Learning Extension – This extension integrates advanced AI tools, enabling users to train convolutional neural network (CNN) models directly on their systems. The Model Trainer is designed to achieve high accuracy with minimal training data, sometimes requiring as few as four annotated images. Importantly, all data remains on the user's system, ensuring privacy and security. This extension is ideal for automating research projects' complex feature detection and segmentation tasks.

    Spotlight Extension – Spotlight incorporates transformer-based AI models into the analysis workflow, enhancing segmentation and classification capabilities. It enables the software to recognize a wide array of objects, even those it hasn't been specifically trained on, streamlining the detection process within MIPAR's ecosystem. This extension runs locally on the user's system to ensure data privacy and security.

    3D Toolbox – The 3D Toolbox provides tools for volumetric image analysis, allowing users to process and analyze three-dimensional datasets. This is particularly useful for applications requiring depth and volume measurements.

    Report Generator – This feature enables users to export analysis results in various formats, including CSV, Word, and PDF, facilitating easy documentation and sharing of findings.

    UI of MIPARs Live Microscope Control
    UI of MIPARs Live Microscope Control

    Microscope Software

    MIPAR Live – Designed for digital optical microscopes, MIPAR Live allows users to capture images, perform analyses, and generate reports within a unified workflow. It offers seamless integration of image acquisition and analysis, ensuring consistent imaging conditions and preventing variability in analysis results. The software supports various microscope cameras and provides intuitive controls for image capture, analysis application, and result generation.

    Regulatory Environment Software

    UI of MIPARs Spotlight extension
    UI of MIPARs Spotlight extension

    MIPAR Checkpoint – Tailored for environments requiring compliance with regulatory standards such as FDA 21 CFR Part 11 and GMP Annex 11, MIPAR Checkpoint offers features including user access control, automated analysis reporting, electronic sign-off, and comprehensive audit trails. It streamlines the deployment of automated analysis in production settings, ensuring traceability and adherence to regulatory requirements.

    Integration Tools

    MIPAR provides tools for integrating its software with external systems, including:

    Docker REST API – This tool facilitates cloud-based processing, enabling users to integrate MIPAR's image analysis capabilities into external applications or workflows, such as web-based applications or database plugins. It supports scalable image analysis operations, making it suitable for large-scale projects.

    Python API Library – The Python API allows for scripting and automation of image processing tasks, providing flexibility for researchers and developers to customize workflows and integrate MIPAR's functionalities into their existing systems.

    Applications

    MIPAR Image Analysis software provides a flexible toolkit and is used across many industries and research fields:

    Material Science

    Life Science

    Manufacturing

    Supported platforms

    MIPAR Software is compatible with:

    Windows 10 & 11 – Fully supported with GPU acceleration.

    macOS (Intel & Apple silicon)

    External links


    This article "MIPAR (Software Company)" is from Wikipedia. The list of its authors can be seen in its historical and/or the page Edithistory:MIPAR (Software Company). Articles copied from Draft Namespace on Wikipedia could be seen on the Draft Namespace of Wikipedia and not main one.

    1. ↑ "Software for analyzing microscopic images poised for big market success". COLLEGE OF ENGINEERING. 2017-05-30. Retrieved 2025-02-18.
    2. ↑ Zheng, Yufeng; Williams, Robert E. A.; Wang, Dong; Shi, Rongpei; Nag, Soumya; Kami, Pavani; Sosa, John M.; Banerjee, Rajarshi; Wang, Yunzhi; Fraser, Hamish L. (2016-01-15). "Role of ω phase in the formation of extremely refined intragranular α precipitates in metastable β-titanium alloys". Acta Materialia. 103: 850–858. Bibcode:2016AcMat.103..850Z. doi:10.1016/j.actamat.2015.11.020. ISSN 1359-6454.
    3. ↑ Zheng, Yufeng; Williams, Robert E. A.; Sosa, John M.; Wang, Yunzhi; Banerjee, Rajarshi; Fraser, Hamish L. (2016-01-15). "The role of the ω phase on the non-classical precipitation of the α phase in metastable β-titanium alloys". Scripta Materialia. Viewpoint Set No. 57: Contemporary Innovations for Thermoelectrics Research and Development. 111: 81–84. doi:10.1016/j.scriptamat.2015.08.019. ISSN 1359-6462.
    4. ↑ Shao, Meiyue; Vijayan, Sriram; Nandwana, Peeyush; Jinschek, Joerg R. (2020-11-01). "The effect of beam scan strategies on microstructural variations in Ti-6Al-4V fabricated by electron beam powder bed fusion". Materials & Design. 196. doi:10.1016/j.matdes.2020.109165. ISSN 0264-1275. Unknown parameter |article-number= ignored (help)
    5. ↑ Halder, Rajib; Pistorius, Petrus C.; Blazanin, Scott; Sardey, Rigved P.; Quintana, Maria J.; Pierson, Edward A.; Verma, Amit K.; Collins, Peter C.; Rollett, Anthony D. (January 2024). "The Effect of Interlayer Delay on the Heat Accumulation, Microstructures, and Properties in Laser Hot Wire Directed Energy Deposition of Ti-6Al-4V Single-Wall". Materials. 17 (13): 3307. Bibcode:2024Mate...17.3307H. doi:10.3390/ma17133307. ISSN 1996-1944. PMC 11243745 Check |pmc= value (help). PMID 38998387 Check |pmid= value (help).
    6. ↑ Li, Dian; Fields, Sydney; Zhang, Xing; Pillai, Deepak V; Haque, Mohammad Merajul; Ingale, Tirthesh; Soni, Vishal; Liao, Yiliang; Banerjee, Rajarshi; Zheng, Yufeng (2024-08-05). "Tuning α precipitation via post-heat treatments in direct energy deposited metastable β Ti-5Al-5Mo-5V-3Cr alloy and its impact on mechanical properties". Additive Manufacturing. 93. doi:10.1016/j.addma.2024.104436. ISSN 2214-8604. Unknown parameter |article-number= ignored (help)
    7. ↑ Brice, D. A.; Samimi, P.; Ghamarian, I.; Liu, Y.; Brice, R. M.; Reidy, R. F.; Cotton, J. D.; Kaufman, M. J.; Collins, P. C. (2016-11-01). "Oxidation behavior and microstructural decomposition of Ti-6Al-4V and Ti-6Al-4V-1B sheet". Corrosion Science. 112: 338–346. Bibcode:2016Corro.112..338B. doi:10.1016/j.corsci.2016.07.032. ISSN 0010-938X.
    8. ↑ O’Donnell, Katie; Quintana, Maria J.; Kenney, Matthew J.; Collins, Peter C. (September 2023). "Using defects as a 'fossil record' to help interpret complex processes during additive manufacturing: as applied to raster-scanned electron beam powder bed additively manufactured Ti–6Al–4V". Journal of Materials Science. 58 (33): 13398–13421. Bibcode:2023JMatS..5813398O. doi:10.1007/s10853-023-08838-0. ISSN 0022-2461.
    9. ↑ Luo, Qixiang; Yin, Lu; Simpson, Timothy W.; Beese, Allison M. (2022-08-01). "Effect of processing parameters on pore structures, grain features, and mechanical properties in Ti-6Al-4V by laser powder bed fusion". Additive Manufacturing. 56. doi:10.1016/j.addma.2022.102915. ISSN 2214-8604. Unknown parameter |article-number= ignored (help)
    10. ↑ Campbell, Andrew; Murray, Paul; Yakushina, Evgenia; Marshall, Stephen; Ion, William (2018-03-05). "New methods for automatic quantification of microstructural features using digital image processing". Materials & Design. 141: 395–406. doi:10.1016/j.matdes.2017.12.049. ISSN 0264-1275.
    11. ↑ Zheng, Yufeng; Williams, Robert E. A.; Sosa, John M.; Alam, Talukder; Wang, Yunzhi; Banerjee, Rajarshi; Fraser, Hamish L. (2016-01-15). "The indirect influence of the ω phase on the degree of refinement of distributions of the α phase in metastable β-Titanium alloys". Acta Materialia. 103: 165–173. Bibcode:2016AcMat.103..165Z. doi:10.1016/j.actamat.2015.09.053. ISSN 1359-6454.
    12. ↑ Tonyali, Beril; Sun, Hui; Liu, Zi-Kui; Keist, Jayme; Beese, Allison M. (2024-12-25). "Tailoring the coefficient of thermal expansion in a functionally graded material: Al alloyed with Ti-6Al-4V using additive manufacturing". Journal of Alloys and Compounds. 1009. doi:10.1016/j.jallcom.2024.176971. ISSN 0925-8388. Unknown parameter |article-number= ignored (help)
    13. ↑ Lu, Y.; Aristizabal, M.; Wang, X.; Pang, B.; Chiu, Y. L.; Kloenne, Z. T.; Fraser, H. L.; Loretto, M. H. (2019-02-15). "The influence of heat treatment on the microstructure and properties of HIPped Ti-6Al-4V". Acta Materialia. 165: 520–527. Bibcode:2019AcMat.165..520L. doi:10.1016/j.actamat.2018.12.025. ISSN 1359-6454.
    14. ↑ Luo, Qixiang; Yin, Lu; Simpson, Timothy W.; Beese, Allison M. (2023-02-01). "Dataset of process-structure-property feature relationship for laser powder bed fusion additive manufactured Ti-6Al-4V material". Data in Brief. 46. Bibcode:2023DIB....4608911L. doi:10.1016/j.dib.2023.108911. ISSN 2352-3409. PMC 9880387 Check |pmc= value (help). PMID 36710913 Check |pmid= value (help). Unknown parameter |article-number= ignored (help)
    15. ↑ Opini, Victor C.; Salvador, Camilo A. F.; Campo, Kaio N.; Lopes, Eder S. N.; Chaves, Ricardo R.; Caram, Rubens (2016-07-18). "α phase precipitation and mechanical properties of Nb-modified Ti-5553 alloy". Materials Science and Engineering: A. 670: 112–121. doi:10.1016/j.msea.2016.06.001. ISSN 0921-5093.
    16. ↑ Chesetti, Advika; Ingale, Tirthesh; Banerjee, Sucharita; Radhakrishnan, Madhavan; Dahotre, Narendra B.; Sharma, Abhishek; Banerjee, Rajarshi (2024-12-01). "Impact of multi-scale microstructural heterogeneities on the mechanical behavior of additively manufactured and post-processed Nb-based C103 alloy". Materialia. 38. doi:10.1016/j.mtla.2024.102230. ISSN 2589-1529. Unknown parameter |article-number= ignored (help)
    17. ↑ Shi, Rongpei; Li, Dian; Antonov, Stoichko; Liu, Xingjun; Zheng, Yufeng (2022-06-01). "Origin of morphological variation of grain boundary precipitates in titanium alloys". Scripta Materialia. 214. doi:10.1016/j.scriptamat.2022.114651. ISSN 1359-6462. Unknown parameter |article-number= ignored (help)
    18. ↑ Sharma, A.; Soni, V.; Dasari, S.; Mantri, S. A.; Zheng, Y.; Fraser, H.; Banerjee, R. (2021-04-15). "Fine scale alpha precipitation in Ti-19at.%v in the absence of influence from omega precipitates". Scripta Materialia. 196. doi:10.1016/j.scriptamat.2021.113766. ISSN 1359-6462. Unknown parameter |article-number= ignored (help)
    19. ↑ Sen, Mainak; Suman, Swati; Kumar, Mukesh; Banerjee, Trideep; Bhattacharjee, Amit; Kar, Sujoy Kumar (2018-12-01). "Thermo-mechanical processing window for β phase recrystallization inTi-5Al-5Mo-5V-3Cr alloy". Materials Characterization. 146: 55–70. doi:10.1016/j.matchar.2018.09.038. ISSN 1044-5803.
    20. ↑ Kulakov, Mykola; Rahimi, Salaheddin; Semiatin, S. Lee (2022-02-01). "Effect of Deformation Heating on Microstructure Evolution During Hot Forging of Ti-6Al-4V". Metallurgical and Materials Transactions A. 53 (2): 407–419. Bibcode:2022MMTA...53..407K. doi:10.1007/s11661-021-06493-1. ISSN 1543-1940.
    21. ↑ Agrawal, Priyanka; Gupta, Sanya; Reeder, Jessica; Toll, Michael P.; Mishra, Rajiv S. (2024-10-01). "Corrosion resistance tailoring of a paramagnetic Ti–6Al–4V through a static magnetic field exposure in solid state". Journal of Materials Science. 59 (38): 18215–18226. Bibcode:2024JMatS..5918215A. doi:10.1007/s10853-024-10255-w. ISSN 1573-4803.
    22. ↑ Zhang, Xing; Li, Dian; Liao, Yiliang; Zheng, Yufeng (June 2021). "Three-Dimensional Characterization of Selective Laser Melted Graphene Oxide-Reinforced Ti-48Al-2Cr-2Nb Alloy". JOM. 73 (6): 1795–1803. Bibcode:2021JOM....73.1795Z. doi:10.1007/s11837-021-04666-2. ISSN 1047-4838.
    23. ↑ Liu, Jianxin; Yang, Xinyu; Chai, Xingzai; Boccardo, Adrian; Chen, Yefeng; Wang, Xiaowei; Leen, Seán B; Gong, Jianming (2023-10-01). "Process-structure-property modeling for postbuild heat treatment of powder bed fusion Ti-6Al-4V". Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications. 237 (10): 2137–2150. doi:10.1177/14644207231174696. hdl:10379/17846. ISSN 1464-4207.
    24. ↑ Li, Dian; Zhang, Xing; Zhao, Wenrui; Merrill, H. Darlene; Meyer, Noah T.; Antonov, Stoichko; Liao, Yiliang; Zheng, Yufeng (2021-08-01). "The Role of High-Index Twinning on Hierarchical α Microstructure in a Metastable β Ti-5Al-5Mo-5V-3Cr Alloy". JOM. 73 (8): 2303–2311. Bibcode:2021JOM....73.2303L. doi:10.1007/s11837-021-04757-0. ISSN 1543-1851.
    25. ↑ Zheng, Yufeng; Sosa, John M.; Fraser, Hamish L. (May 2016). "On the Influence of Athermal ω and α Phase Instabilities on the Scale of Precipitation of the α Phase in Metastable β-Ti Alloys". JOM. 68 (5): 1343–1349. Bibcode:2016JOM....68e1343Z. doi:10.1007/s11837-016-1860-y. ISSN 1047-4838.
    26. ↑ Martin, Brian; Samimi, Peyman; Collins, Peter (2017-06-01). "Engineered, Spatially Varying Isothermal Holds: Enabling Combinatorial Studies of Temperature Effects, as Applied to Metastable Titanium Alloy β-21S". Metallography, Microstructure, and Analysis. 6 (3): 216–220. Bibcode:2017MMAna...6..216M. doi:10.1007/s13632-017-0361-x. ISSN 2192-9270.
    27. ↑ Mourot, Alivia; Gupta, Avantika; Vijayan, Sriram; Jinschek, Joerg; Fink, Carolin (2023-08-01). "Gamma Prime Characterization in Additively Manufactured Haynes 282 after One-Step and Two-Step Post-Process Heat Treatments". Microscopy and Microanalysis. 29 (Supplement_1): 1421–1422. doi:10.1093/micmic/ozad067.731. ISSN 1431-9276.
    28. ↑ Pilchak, Adam; Fox, Kate; Payton, Eric; Wiedemann, Mirjam; Broderick, Tom; Delaleau, Pierre; Glavicic, Michael; Jenkins, Nigel; Ruppert, Jean-Manuel (2024-09-01). Cold Dwell Fatigue of Titanium Alloys: History, Current State, and Aviation Industry Perspective (Report). doi:10.21949/rfzv-6285.
    29. ↑ Zheng, Yufeng; Sosa, John M.; Williams, Robert E.A.; Wang, Yunzhi; Banerjee, Rajarshi; Fraser, Hamish L. (2016), "Development of Ultrafine α Microstructures in a Metastable β Titanium Alloy", Proceedings of the 13th World Conference on Titanium, John Wiley & Sons, Ltd, pp. 521–527, doi:10.1002/9781119296126.ch83, ISBN 978-1-119-29612-6, retrieved 2025-02-18
    30. ↑ Styger, Gary; Laubscher, Rudolph F. (2021). "The prediction of the turned machining induced residual stresses in Ti6Al4V: A Critical Surface Integrity Descriptor". MATEC Web of Conferences. 347: 00037. doi:10.1051/matecconf/202134700037. ISSN 2261-236X.
    31. ↑ Senkov, O. N.; Jensen, J. K.; Pilchak, A. L.; Miracle, D. B.; Fraser, H. L. (2018-02-05). "Compositional variation effects on the microstructure and properties of a refractory high-entropy superalloy AlMo0.5NbTa0.5TiZr". Materials & Design. 139: 498–511. doi:10.1016/j.matdes.2017.11.033. ISSN 0264-1275.
    32. ↑ Jensen, J. K.; Welk, B. A.; Williams, R. E. A.; Sosa, J. M.; Huber, D. E.; Senkov, O. N.; Viswanathan, G. B.; Fraser, H. L. (2016-08-01). "Characterization of the microstructure of the compositionally complex alloy Al1Mo0.5Nb1Ta0.5Ti1Zr1". Scripta Materialia. 121: 1–4. doi:10.1016/j.scriptamat.2016.04.017. ISSN 1359-6462.
    33. ↑ Martin, Alexander C.; Oliveira, João Pedro; Fink, Carolin (2020-02-01). "Elemental Effects on Weld Cracking Susceptibility in AlxCoCrCuyFeNi High-Entropy Alloy". Metallurgical and Materials Transactions A. 51 (2): 778–787. doi:10.1007/s11661-019-05564-8. ISSN 1543-1940.
    34. ↑ Antonov, Stoichko; Zheng, Yufeng; Sosa, John M.; Fraser, Hamish L.; Cormier, Jonathan; Kontis, Paraskevas; Gault, Baptiste (2020-09-01). "Plasticity assisted redistribution of solutes leading to topological inversion during creep of superalloys". Scripta Materialia. 186: 287–292. doi:10.1016/j.scriptamat.2020.05.004. ISSN 1359-6462.
    35. ↑ Sulzer, Sabin; Li, Zhuangming; Zaefferer, Stefan; Hafez Haghighat, Seyed Masood; Wilkinson, Angus; Raabe, Dierk; Reed, Roger (2020-02-15). "On the assessment of creep damage evolution in nickel-based superalloys through correlative HR-EBSD and cECCI studies". Acta Materialia. 185: 13–27. Bibcode:2020AcMat.185...13S. doi:10.1016/j.actamat.2019.07.018. ISSN 1359-6454.
    36. ↑ Casalena, Lee; Bigelow, Glen S.; Gao, Yipeng; Benafan, Othmane; Noebe, Ronald D.; Wang, Yunzhi; Mills, Michael J. (2017-07-01). "Mechanical behavior and microstructural analysis of NiTi-40Au shape memory alloys exhibiting work output above 400 °C". Intermetallics. 86: 33–44. Bibcode:2017Intme..86...33C. doi:10.1016/j.intermet.2017.03.005. ISSN 0966-9795. OSTI 1413799.
    37. ↑ Shingledecker, John; Griscom, Eeva; Bridges, Alex (2023-10-01). "Relationship between Grain Size and Sample Thickness on the Creep-Rupture Performance of Thin Metallic Sheets of INCONEL Alloy 740H". Journal of Materials Engineering and Performance. 32 (20): 9309–9322. Bibcode:2023JMEP...32.9309S. doi:10.1007/s11665-022-07785-2. ISSN 1544-1024.
    38. ↑ Sulzer, Sabin; Alabort, Enrique; Németh, André; Roebuck, Bryan; Reed, Roger (2018-09-01). "On the Rapid Assessment of Mechanical Behavior of a Prototype Nickel-Based Superalloy using Small-Scale Testing". Metallurgical and Materials Transactions A. 49 (9): 4214–4235. Bibcode:2018MMTA...49.4214S. doi:10.1007/s11661-018-4673-5. ISSN 1543-1940.
    39. ↑ Kianinejad, K.; Darvishi Kamachali, R.; Khedkar, A.; Manzoni, A. M.; Jácome, L. Agudo; Schriever, S.; Saliwan Neumann, R.; Megahed, S.; Heinze, C.; Kamrani, S.; Fedelich, B. (2024-08-01). "Creep anisotropy of additively manufactured Inconel-738LC: Combined experiments and microstructure-based modeling". Materials Science and Engineering: A. 907. doi:10.1016/j.msea.2024.146690. ISSN 0921-5093. Unknown parameter |article-number= ignored (help)
    40. ↑ Morales, Luis Ángel; Bezold, Andreas; Förner, Andreas; Holz, Hendrik; Merle, Benoit; Neumeier, Steffen; Körner, Carolin; Zenk, Christopher H. (2023). "Influence of Cu Addition and Microstructural Configuration on the Creep Resistance and Mechanical Properties of an Fe-Based α/α′/α″ Superalloy". Advanced Engineering Materials. 25 (9): 2201652. doi:10.1002/adem.202201652. ISSN 1527-2648.
    41. ↑ Semiatin, S. L.; Levkulich, N. C.; Gerlt, A. R. C.; Payton, E. J.; Tiley, J. S.; Zhang, F.; MacKay, R. A.; Miner, R. V.; Gabb, T. P. (2019-05-01). "High-Temperature Static Coarsening of Gamma-Prime Precipitates in NiAlCr-X Single Crystals". Metallurgical and Materials Transactions A. 50 (5): 2289–2301. Bibcode:2019MMTA...50.2289S. doi:10.1007/s11661-018-05104-w. ISSN 1543-1940.
    42. ↑ Tiley, J. S.; Kim, S. L.; Parthasarathy, T. A.; Loughnane, G. T.; Kublik, R.; Salem, A. A. (2017-02-08). "Quantifying the effect of microstructure variability on the yield strength predictions of Ni-base superalloys". Materials Science and Engineering: A. 685: 178–186. doi:10.1016/j.msea.2016.12.068. ISSN 0921-5093.
    43. ↑ Krutz, Nicholas J.; Shen, Chen; Fink, Carolin; Miao, Jiashi; Hanlon, Timothy; Zhang, Wei; Alexandrov, Boian; Mills, Michael J. (2021-07-01). "Experimental Calibration & Multi-scale Simulation of Multi-modal γ′ Precipitation in Nickel Superalloys During Continuous Cooling". Metallurgical and Materials Transactions A. 52 (7): 3122–3139. doi:10.1007/s11661-021-06307-4. ISSN 1543-1940.
    44. ↑ Carter, Jennifer L. W.; Sosa, John M.; Shade, Paul A.; Fraser, Hamish L.; Uchic, Michael D.; Mills, Michael J. (2015-07-29). "The potential link between high angle grain boundary morphology and grain boundary deformation in a nickel-based superalloy". Materials Science and Engineering: A. 640: 280–286. doi:10.1016/j.msea.2015.05.031. ISSN 0921-5093.
    45. ↑ Krutz, Nicholas; Shen, Chen; Karadge, Mallik; Egan, Ashton J.; Bennett, Justin R.; Hanlon, Timothy; Mills, Michael J. (2020), Tin, Sammy; Hardy, Mark; Clews, Justin; Cormier, Jonathan, eds., "An Approach Toward Understanding Unstable Gamma Prime Precipitate Evolution and Its Effect on Properties", Superalloys 2020, Cham: Springer International Publishing, pp. 691–701, doi:10.1007/978-3-030-51834-9_67, ISBN 978-3-030-51833-2, retrieved 2025-02-18
    46. ↑ Mukhopadhyay, Semanti; Sriram, Hariharan; DiDomizio, Rich; Detor, Andrew J.; Hayes, Robert W.; Wang, Yunzhi; Mills, Michael J. (2023). "Investigating Deformation Mechanisms in a Creep-Deformed 718-Variant Superalloy". In Ott, Eric A.; Andersson, Joel; Sudbrack, Chantal; Bi, Zhongnan; Bockenstedt, Kevin; Dempster, Ian; Fahrmann, Michael; Jablonski, Paul; Kirka, Michael. Proceedings of the 10th International Symposium on Superalloy 718 and Derivatives. The Minerals, Metals & Materials Series. Cham: Springer Nature Switzerland. pp. 165–178. doi:10.1007/978-3-031-27447-3_11. ISBN 978-3-031-27447-3. Search this book on
    47. ↑ Krutz, Nicholas; Shen, Chen; Karadge, Mallik; Egan, Ashton J.; Bennett, Justin R.; Hanlon, Timothy; Mills, Michael J. (2020). "An Approach Toward Understanding Unstable Gamma Prime Precipitate Evolution and Its Effect on Properties". In Tin, Sammy; Hardy, Mark; Clews, Justin; Cormier, Jonathan; Feng, Qiang; Marcin, John; O'Brien, Chris; Suzuki, Akane. Superalloys 2020. The Minerals, Metals & Materials Series. Cham: Springer International Publishing. pp. 691–701. doi:10.1007/978-3-030-51834-9_67. ISBN 978-3-030-51834-9. Search this book on
    48. ↑ Westraadt, Johan Ewald; Goosen, William Edward; Kostka, Aleksander; Wang, Hongcai; Eggeler, Gunther (2022-10-10). "Modified Z-phase formation in a 12% Cr tempered martensite ferritic steel during long-term creep". Materials Science and Engineering: A. 855. arXiv:2206.15070. doi:10.1016/j.msea.2022.143857. ISSN 0921-5093. Unknown parameter |article-number= ignored (help)
    49. ↑ Wang, Yaozu; Schenk, Johannes; Zhang, Jianliang; Liu, Zhengjian; Wang, Jie; Niu, Lele; Cheng, Qiang (2020-02-15). "Novel sintering indexes to evaluate and correlate the crystal characteristics and compressive strength in magnetite pellets". Powder Technology. 362: 517–526. doi:10.1016/j.powtec.2019.12.022. ISSN 0032-5910.
    50. ↑ Kuper, Michael W.; Alexandrov, Boian T. (2019-06-01). "Retention of Delta Ferrite in the Heat-Affected Zone of Grade 91 Steel Dissimilar Metal Welds". Metallurgical and Materials Transactions A. 50 (6): 2732–2747. Bibcode:2019MMTA...50.2732K. doi:10.1007/s11661-019-05182-4. ISSN 1543-1940.
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    141. ↑ Kopanja, Lazar; Tadić, Marin; Kralj, Slavko; Žunić, Joviša (2018-08-01). "Shape and aspect ratio analysis of anisotropic magnetic nanochains based on TEM micrographs". Ceramics International. 44 (11): 12340–12351. doi:10.1016/j.ceramint.2018.04.021. ISSN 0272-8842.
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