AXON Studio
Data Processing Software
The Studio module provides an intuitive and efficient means for processing and managing large TEM datasets all in one place.
AXON STUDIO: STREAMLINED DATA PROCESSING
AXON Studio provides researchers with advanced tools to efficiently analyze, organize, and share both in situ and conventional TEM data. Its intuitive interface simplifies the review of thousands of TEM images, enabling users to quickly identify the most critical data. By eliminating the primary challenges of post-processing, AXON Studio streamlines workflows and enhances productivity. Additionally, it fosters seamless collaboration among both local and remote colleagues, promoting meaningful and productive discussions.
EXPLORE FASTER
SHARE EASIER
PUBLISH SOONER
EXAMPLES USING THE AXON SOFTWARE
FILTER FOR FAST SEARCHING
All experimental metadata is indexed, meaning you can use any parameter to filter your data and find the most important information quickly. Filter by temperature, voltage, gas composition, magnification, or take advantage of AXON’s unique metadata to find the most dynamic or the best focused images in an instant.
In this video: Several parameters are chosen as potential filters. Data was subsequently filtered between -0.4V and +0.4V. Remaining images corresponding to that range are seen along the timeline, while other data is greyed out. This quickly highlights the 4,923 images out of the 16,542 acquired within the target voltage range.
GET ORGANIZED USING COLLECTIONS
Create subsets of data that are meaningful by using “collections”. This is a quick way to organize large amounts of data once you have identified the most important parts. Very similar to creating photo albums within your phone, collections help group data without duplicating and prepare datasets for sharing or publishing to a video.
In this video: Electrochemical data is highlighted during plating reactions. This subset of data is then placed in its own collection for easy identification and to prepare the dataset for sharing with a colleague.
SHARE LARGE DATASETS EASILY
The Pack-and-Share feature enables you to quickly reduce the size of a subset of data and zip up the file to share with your colleagues and collaborators. They will receive the images and all indexed metadata, including any attached files, notes, and tags, for a productive discussion. Since AXON Studio is free for all, all colleagues can visualize the data in the same manner.
In this video: A collection that was created including >5000 images and metadata points was reduced in size, zipped and automatically prepared for sending to a collaborator.
DATA LABELING AND ORGANIZATION
While processing data, use tags to label parts of your session for better organization and easier retrieval later. These tags can be filtered and serve as helpful notes on the timeline, making it easier to share and explain your experiment to colleagues or (external) collaborators.
In this video: a section of data is labeled “First application of voltage,” with the tag appearing at the bottom of the timeline for easy recognition. Tags can also be easily removed if added by mistake or deemed unnecessary.
INTEGRATED ANALYSIS TOOLS
Studio offers various analysis tools, including measurement tools, live FFT view, customizable plotting, and a notebook with file management. These tools are accessible to anyone viewing a dataset in Studio, enabling thorough analysis and productive team discussions.
PUBLISH VIDEOS AND IMAGE STACKS
The publish tool enables you to create images stacks and videos all within the same software. Apply rolling and blocked averages, choose from several different files types (all FAIR/RDM approved), apply overlays, and more. Create the ideal set of images or video for your publication, presentation or report with just a few clicks of your mouse.
In this video: Data from a phase transformation is published, providing a clear and detailed visualization of the process. Several overlays are added to enhance understanding, including biasing information displayed directly on the video. Additionally, an IV plot is included alongside the video, offering real-time correlation between the visualized transformation and the electrical data.
AXON STUDIO COMES STANDARD WITH OUR AX IN SITU SOLUTION BUNDLES
AXON MACHINE-VISION PLATFORM LIBRARY
Published research using the AXON software solution. Use the button on the right to filter the publications.
JOURNAL ARTICLES
| Title | URL | Citation |
|---|---|---|
| A new paradigm in electron microscopy: Automated microstructure analysis utilizing a dynamic segmentation convolutional neutral network | https://linkinghub.elsevier.com/retrieve/pii/S2590049824000055 | Taller, Stephen; Scime, Luke; Austin, Ty , A new paradigm in electron microscopy: Automated microstructure analysis utilizing a dynamic segmentation convolutional neutral network, 2024, Materials Today Advances, 10.1016/j.mtadv.2024.100468 |
| Ingenious Architecture and Coloration Generation in Enamel of Rodent Teeth | https://pubs.acs.org/doi/10.1021/acsnano.4c00578 | Srot, Vesna; Houari, Sophia; Kapun, Gregor; Bussmann, Birgit; Predel, Felicitas; Pokorny, Boštjan; Bužan, Elena; Salzberger, Ute; Fenk, Bernhard; Kelsch, Marion; Van Aken, Peter A. , Ingenious Architecture and Coloration Generation in Enamel of Rodent Teeth, 2024, ACS Nano, 10.1021/acsnano.4c00578 |
| Key role of paracrystalline motifs on iridium oxide surfaces for acidic water oxidation | https://www.nature.com/articles/s41929-024-01187-4 | Lu, Bingzhang; Wahl, Carolin; Dos Reis, Roberto; Edgington, Jane; Lu, Xiao Kun; Li, Ruihan; Sweers, Matthew E.; Ruggiero, Brianna; Gunasooriya, G. T. Kasun Kalhara; Dravid, Vinayak; Seitz, Linsey C. , Key role of paracrystalline motifs on iridium oxide surfaces for acidic water oxidation, 2024, Nature Catalysis, 10.1038/s41929-024-01187-4 |
| Investigating Palladium Nanoparticle Morphogenesis on Zeolite for Passive NO x Adsorption via In Situ Transmission Electron Microscopy Analysis under Hydrothermal Conditions | https://pubs.acs.org/doi/10.1021/acsanm.4c00429 | Pulinthanathu Sree, Sreeprasanth; Smet, Sam; Bellani, Claudio; Geerts-Claes, Hannelore; Straubinger, Rainer; Seo, Jin Won; Martens, Johan , Investigating Palladium Nanoparticle Morphogenesis on Zeolite for Passive NO x Adsorption via In Situ Transmission Electron Microscopy Analysis under Hydrothermal Conditions, 2024, ACS Applied Nano Materials, 10.1021/acsanm.4c00429 |
| Liquid phase electron microscopy of bacterial ultrastructure | https://onlinelibrary.wiley.com/doi/10.1002/smll.202402871 | Caffrey, Brian J.; Pedrazo-Tardajos, Adrián; Liberti, Emanuela; Gaunt, Ben; Kim, Judy S.; Kirkland, Angus I. , Liquid phase electron microscopy of bacterial ultrastructure, 2024, Small, 10.1002/smll.202402871 |
| Formation mechanism of high-index faceted Pt-Bi alloy nanoparticles by evaporation-induced growth from metal salts | https://www.nature.com/articles/s41467-023-39458-6 | Koo, Kunmo; Shen, Bo; Baik, Sung-Il; Mao, Zugang; Smeets, Paul J. M.; Cheuk, Ivan; He, Kun; Dos Reis, Roberto; Huang, Liliang; Ye, Zihao; Hu, Xiaobing; Mirkin, Chad A.; Dravid, Vinayak P. , Formation mechanism of high-index faceted Pt-Bi alloy nanoparticles by evaporation-induced growth from metal salts, 2023, Nature Communications, 10.1038/s41467-023-39458-6 |
| Confinement Effects on the Structure of Entropy?Induced Supercrystals | https://onlinelibrary.wiley.com/doi/10.1002/smll.202303380 | Goldmann, Claire; Chaâbani, Wajdi; Hotton, Claire; Impéror?Clerc, Marianne; Moncomble, Adrien; Constantin, Doru; Alloyeau, Damien; Hamon, Cyrille , Confinement Effects on the Structure of Entropy?Induced Supercrystals, 2023, Small, 10.1002/smll.202303380 |
| A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management | https://www.jove.com/t/65446/a-machine-vision-approach-to-transmission-electron-microscopy | Dukes, Madeline Dressel; Krans, Nynke Albertine; Marusak, Katherine; Walden, Stamp; Eldred, Tim; Franks, Alan; Larson, Ben; Guo, Yaofeng; Nackashi, David; Damiano, John , A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management, 2023, Journal of Visualized Experiments, 10.3791/65446 |
| Shedding Light on the Birth of Hybrid Perovskites: A Correlative Study by In Situ Electron Microscopy and Synchrotron-Based X-ray Scattering | https://pubs.acs.org/doi/10.1021/acs.chemmater.3c01167 | Sidhoum, Charles; Constantin, Doru; Ihiawakrim, Dris; Lenertz, Marc; Bizien, Thomas; Sanchez, Clément; Ersen, Ovidiu , Shedding Light on the Birth of Hybrid Perovskites: A Correlative Study by In Situ Electron Microscopy and Synchrotron-Based X-ray Scattering, 2023, Chemistry of Materials, 10.1021/acs.chemmater.3c01167 |
| Challenges of Electron Correlation Microscopy on Amorphous Silicon and Amorphous Germanium | https://academic.oup.com/mam/article/29/5/1579/7252196 | Radi?, Dražen; Peterlechner, Martin; Spangenberg, Katharina; Posselt, Matthias; Bracht, Hartmut , Challenges of Electron Correlation Microscopy on Amorphous Silicon and Amorphous Germanium, 2023, Microscopy and Microanalysis, 10.1093/micmic/ozad090 |
| Automated Grain Boundary Detection for Bright-Field Transmission Electron Microscopy Images via U-Net | https://academic.oup.com/mam/advance-article/doi/10.1093/micmic/ozad115/7422794 | Patrick, Matthew J; Eckstein, James K; Lopez, Javier R; Toderas, Silvia; Asher, Sarah A; Whang, Sylvia I; Levine, Stacey; Rickman, Jeffrey M; Barmak, Katayun , Automated Grain Boundary Detection for Bright-Field Transmission Electron Microscopy Images via U-Net, 2023, Microscopy and Microanalysis, https://doi.org/10.1093/micmic/ozad115 |
| In situ TEM studies of relaxation dynamics and crystal nucleation in thin film nanoglasses | https://doi.org/10.1080/21663831.2023.2278597 | Voigt, Hendrik; Rigoni, Aaron; Boltynjuk, Evgeniy; Rösner, Harald; Hahn, Horst; Wilde, Gerhard , In situ TEM studies of relaxation dynamics and crystal nucleation in thin film nanoglasses, 2023, Materials Research Letters, 10.1080/21663831.2023.2278597 |
| Correlating the dispersion of Li@Mn6 superstructure units with the oxygen activation in Li-rich layered cathode | https://www.sciencedirect.com/science/article/pii/S240582972100578X | Li, Yiwei; Xu, Shenyang; Zhao, Wenguang; Chen, Zhefeng; Chen, Zhaoxi; Li, Shunning; Hu, Jiangtao; Cao, Bo; Li, Jianyuan; Zheng, Shisheng; Chen, Ziwei; Zhang, Taolue; Zhang, Mingjian; Pan, Feng , Correlating the dispersion of Li@Mn6 superstructure units with the oxygen activation in Li-rich layered cathode, 2022, Energy Storage Materials, 10.1016/j.ensm.2021.12.003 |
| Decoupled alpha and beta relaxation kinetics in a thermally cycled bulk Pd40Ni40P20 glass | https://linkinghub.elsevier.com/retrieve/pii/S0925838822017777 | Stringe, Mark; Spangenberg, Katharina; da Silva Pinto, Manoel Wilker; Peterlechner, Martin; Wilde, Gerhard , Decoupled alpha and beta relaxation kinetics in a thermally cycled bulk Pd40Ni40P20 glass, 2022, Journal of Alloys and Compounds, 10.1016/j.jallcom.2022.165386 |
| Real-time, On-Microscope Automated Quantification of Features in Microcopy Experiments Using Machine Learning and Edge Computing | https://www.cambridge.org/core/product/identifier/S1431927622007929/type/journal_article | Field, Kevin G.; Patki, Priyam; Sharaf, Nasir; Sun, Kai; Hawkins, Laura; Lynch, Matthew; Jacobs, Ryan; Morgan, Dane D.; He, Lingfeng; Field, Christopher R. , Real-time, On-Microscope Automated Quantification of Features in Microcopy Experiments Using Machine Learning and Edge Computing, 2022, Microscopy and Microanalysis, 10.1017/S1431927622007929 |
| AXON Dose: A Solution for Measuring and Managing Electron Dose in the TEM | https://www.cambridge.org/core/product/identifier/S1551929522000840/type/journal_article | Damiano, John; Walden, Stamp; Franks, Alan; Marusak, Kate; Larson, Ben; Coy, Mike; Nackashi, David , AXON Dose: A Solution for Measuring and Managing Electron Dose in the TEM, 2022, Microscopy Today, 10.1017/S1551929522000840 |
| Directly Probing the Local Coordination, Charge State, and Stability of Single Atom Catalysts by Advanced Electron Microscopy: A Review | https://onlinelibrary.wiley.com/doi/abs/10.1002/smll.202006482 | Tieu, Peter; Yan, Xingxu; Xu, Mingjie; Christopher, Phillip; Pan, Xiaoqing , Directly Probing the Local Coordination, Charge State, and Stability of Single Atom Catalysts by Advanced Electron Microscopy: A Review, 2021, Small, 10.1002/smll.202006482 |
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