![Materials Research Applications]({"xsmall":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.100.33.0,3,1920,643.file/material-research.jpg","small":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.360.120.0,3,1920,643.file/material-research.jpg","medium":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.768.256.0,3,1920,643.file/material-research.jpg","large":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.1024.341.0,3,1920,643.file/material-research.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.1280.427.0,3,1920,643.file/material-research.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.1440.480.0,3,1920,643.file/material-research.jpg","max":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/application/material-research.jpg/_jcr_content/renditions/original.image_file.1920.640.0,3,1920,643.file/material-research.jpg"} "Materials Research Applications")
APPLICATIONS
Materials Research
ZEISS's innovative solutions provide unprecedented insights into material properties, pushing boundaries in industries like aerospace, automotive, and beyond.
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ZEISS's innovative solutions provide unprecedented insights into material properties, pushing boundaries in industries like aerospace, automotive, and beyond.
![Axiolab 5 for Materials]({"xsmall":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.100.56.87,0,731,362.file/axiolab_5_for_materials.jpg","small":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.360.203.87,0,731,362.file/axiolab_5_for_materials.jpg","medium":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/axiolab_5_for_materials.jpg","large":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/axiolab_5_for_materials.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/axiolab_5_for_materials.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/axiolab_5_for_materials.jpg","max":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/axiolab_5_for_materials.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/axiolab_5_for_materials.jpg"} "Axiolab 5 for Materials")
![]({"xsmall":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.100.56.0,110,500,391.file/axio-observer.png","small":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.360.203.0,110,500,391.file/axio-observer.png","medium":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.500.281.0,110,500,391.file/axio-observer.png","large":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.500.281.0,110,500,391.file/axio-observer.png","xlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.500.281.0,110,500,391.file/axio-observer.png","xxlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.500.281.0,110,500,391.file/axio-observer.png","max":"https://www.zeiss.com/content/dam/rms/countries/united-states/products/axio-observer.png/_jcr_content/renditions/original.image_file.500.281.0,110,500,391.file/axio-observer.png"})
![Stereo Discovery.V8]({"xsmall":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.100.56.87,0,731,362.file/stereo_discoveryv8.jpg","small":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.360.203.87,0,731,362.file/stereo_discoveryv8.jpg","medium":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/stereo_discoveryv8.jpg","large":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/stereo_discoveryv8.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/stereo_discoveryv8.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/stereo_discoveryv8.jpg","max":"https://www.zeiss.com/content/dam/rms/countries/united-states/eagle/products/light/trial-page-images/stereo_discoveryv8.jpg/_jcr_content/renditions/original.image_file.644.362.87,0,731,362.file/stereo_discoveryv8.jpg"} "Stereo Discovery.V8")
![ZEISS Solutions Lab]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.100.100.822,0,2100,1278.file/solution-lab-wallpaper.jpg","small":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.360.360.822,0,2100,1278.file/solution-lab-wallpaper.jpg","medium":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.768.768.822,0,2100,1278.file/solution-lab-wallpaper.jpg","large":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.1024.1024.822,0,2100,1278.file/solution-lab-wallpaper.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.1278.1278.822,0,2100,1278.file/solution-lab-wallpaper.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.1278.1278.822,0,2100,1278.file/solution-lab-wallpaper.jpg","max":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/zeiss-solutionslab/solution-lab-wallpaper.jpg/_jcr_content/renditions/original.image_file.1278.1278.822,0,2100,1278.file/solution-lab-wallpaper.jpg"} "ZEISS Solutions Lab")
![Desktop monitor showing a screen of the ZEISS arivis Cloud software, with segmentation predictions of endothelial cells. Each cell is detected as a separate object.]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original.image_file.100.100.file/zeiss-arivis-cloud-product-0724.jpg","small":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original.image_file.360.360.file/zeiss-arivis-cloud-product-0724.jpg","medium":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original.image_file.768.768.file/zeiss-arivis-cloud-product-0724.jpg","large":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original.image_file.1024.1024.file/zeiss-arivis-cloud-product-0724.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original./zeiss-arivis-cloud-product-0724.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original./zeiss-arivis-cloud-product-0724.jpg","max":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-cloud/zeiss-arivis-cloud-product-0724.jpg/_jcr_content/renditions/original./zeiss-arivis-cloud-product-0724.jpg"} "ZEISS arivis Cloud Software")
![Desktop monitor showing a screen of the ZEISS arivis Pro software with analysis results of nuclear pore complexes of FIB-SEM volume electron microscopy data.]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original.image_file.100.100.file/zeiss-arivis-pro-product-0724.png","small":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original.image_file.360.360.file/zeiss-arivis-pro-product-0724.png","medium":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original.image_file.768.768.file/zeiss-arivis-pro-product-0724.png","large":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original.image_file.1024.1024.file/zeiss-arivis-pro-product-0724.png","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original./zeiss-arivis-pro-product-0724.png","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original./zeiss-arivis-pro-product-0724.png","max":"https://www.zeiss.com/content/dam/rms/reference-master/products/software/arivis-vision4d/zeiss-arivis-pro-product-0724.png/_jcr_content/renditions/original./zeiss-arivis-pro-product-0724.png"} "ZEISS arivis Pro Software")
![]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.100.56.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","small":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.360.203.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","medium":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.768.432.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","large":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.1024.576.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.1280.720.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.1335.751.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg","max":"https://www.zeiss.com/content/dam/rms/reference-master/applications/materials/energy-materials/xradiaversa-graphite-pore-network-image7-4x3white.jpg/_jcr_content/renditions/original.image_file.1335.751.0,125,1335,876.file/xradiaversa-graphite-pore-network-image7-4x3white.jpg"})
![]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.100.56.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","small":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.360.203.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","medium":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.768.432.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","large":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.1024.576.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.1280.720.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.1440.810.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png","max":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/nanorobotics--microstructures-innovations-in-materials-science--medical-research/tiniest-house-in-the-world-transformed_linksoben3.png/_jcr_content/renditions/original.image_file.1842.1036.95,0,1937,1036.file/tiniest-house-in-the-world-transformed_linksoben3.png"}){kind=spacer}
![Grid of 64 square patterns with varying geometric designs in purple, green, and blue hues. The square Patterns represent Features obtained and learned from the Input Image in figure 1 using the second convolutional block of the VGG16 network pre-trained on the imagenet dataset.]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.100.56.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","small":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.360.203.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","medium":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.768.432.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","large":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.795.447.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.795.447.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.795.447.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg","max":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/foundational-knowledge/a-shift-in-ai-driven-image-analysis-technologies/3_feature-learning-vs-feature-engineering.jpg/_jcr_content/renditions/original.image_file.795.447.0,165,795,612.file/3_feature-learning-vs-feature-engineering.jpg"} "Feature learning demonstrated")
![Improving Nano-Structured Surfaces for Implants with Scanning Electron Microscopy]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.100.56.0,67,1280,787.file/promimic_karin_danielsson3.jpg","small":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.360.203.0,67,1280,787.file/promimic_karin_danielsson3.jpg","medium":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.768.432.0,67,1280,787.file/promimic_karin_danielsson3.jpg","large":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.1024.576.0,67,1280,787.file/promimic_karin_danielsson3.jpg","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.1280.720.0,67,1280,787.file/promimic_karin_danielsson3.jpg","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.1280.720.0,67,1280,787.file/promimic_karin_danielsson3.jpg","max":"https://www.zeiss.com/content/dam/rms/reference-master/resource-center/insights-hub/user-story/improving-nano-structured-surfaces-for-implants-with-scanning-electron-microscopy/promimic_karin_danielsson3.jpg/_jcr_content/renditions/original.image_file.1280.720.0,67,1280,787.file/promimic_karin_danielsson3.jpg"} "Improving Nano-Structured Surfaces for Implants with Scanning Electron Microscopy")
