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Micro-CT add-on | Built for Dynamic Quality 

Panthera AI: AI 4D denoising for crystal-clear dynamic micro-CT

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Own the Dynamic Quality standard

Panthera AI applies AI denoising to both 3D and 4D micro-CT datasets, reducing the noise penalty that typically accompanies fast or low-dose acquisitions. Whether operating on a single 3D volume or a full 3D + time dataset, Panthera AI selectively suppresses noise while preserving structural information, improving the signal-to-noise ratio (SNR) to support interpretation and quantification. 

 In dynamic (4D) experiments, Panthera AI can additionally leverage the time dimension to better differentiate true signals from random noise, keeping high-frame-rate scans clear enough for interpretation and quantification. In static (3D) imaging, this capability allows for shorter scans, lower doses, or higher throughput without sacrificing data quality. This means you can move from acquisition to decisions faster, without spending your time rescuing noisy datasets. 

 Panthera AI is available as an optional module in eligible configurations and upgrade packages, supporting both high-speed dynamic workflows and high-quality 3D micro-CT acquisitions. 

 Panthera AI is designed for researchers working with demanding datasets, whether capturing time-dependent phenomena where there is only one chance to observe the event, or accelerating conventional 3D scans where time, dose, or throughput is critical. In both cases, higher speed typically introduces noise that limits interpretability, weakens measurement confidence, and slows downstream analysis. Panthera AI directly addresses this trade-off by filtering noise at the data level, keeping fast acquisitions trustworthy.

This marks the shift from fast images to usable evidence. With Panthera AI, you can scan faster without the resulting data becoming noisy or unreliable. The result is speed that still supports visual interpretation, quantitative analysis, and reporting.

In doing so, Panthera AI strengthens continuity across the Dynamic-to-Detail workflow. By delivering cleaner dynamic datasets, it supports volume-of-interest-guided detector switching in multiple-detector architectures. This lets you capture a noise-reduced movie of the event and transition seamlessly to high-resolution inspection of the root cause, without removing the sample or breaking the in-situ chain. 

Typical applications

  • In-situ mechanical testing: crack initiation, propagation, deformation


  • Battery and energy materials: swelling, transport, structural change

  • Reliability and industrial R&D: time-dependent defect formation and failure progression 

  • Dense or complex samples where noise limits segmentation or quantification

  • Any time-dependent process where dynamic micro-CT must stay interpretable at higher frame rates

  • High-throughput 3D studies where shorter scans must still support quantification

WHERE Panthera AI

makes the difference

Cleaner results from challenging, noisy dataset

In real experiments, noise can rise with dense materials, larger samples, high-resolution settings, or low-dose protocols. Panthera AI reduces the noise penalty while preserving structural detail, keeping datasets usable for segmentation, quantification, and comparison.

Faster 3D scans with quantitative confidence

Increase sample throughput by shortening standard 3D acquisitions while maintaining the data clarity needed for measurement and reporting. 

More usable information from fast dynamic micro-CT 

Dynamic (4D) scans are inherently fast. By leveraging 3D + time, Panthera AI improves usable SNR so you can follow change across time points and quantify subtle effects with greater confidence. 

Higher temporal resolution without sacrificing usability 

When the question demands finer time resolution, Panthera AI helps you push frame rate further while keeping the dataset clear enough to interpret, quantify, and communicate. 

Built for Dynamic-to-Detail continuity 

Cleaner dynamic monitoring strengthens the “pause and zoom” decision that drives volume-of-interest-guided navigation and detector switching, supporting high-resolution follow-up without disturbing the sample or breaking the in-situ chain. 

Tescan Spectral CT Applications

_ Application area icon (3)
Tescan Spectral CT in Electronics and Semiconductors

Non-destructive spectral imaging for material verification and internal inspection of advanced electronic assemblies.

TrueContrast™ multi-energy imaging for differentiating polymers, metals, and encapsulants

  • K-edge detection for accurate identification of high-Z elements

  • Non-destructive visualization of interfaces and buried defects in electronic packages

  • Spectrum comparison tools for verifying material uniformity and contamination sources

Tescan Spectral CT delivers compositional insight where conventional micro-CT cannot. Engineers can distinguish packaging materials, solder alloys, and internal structures without sectioning or coating—supporting reliable failure analysis, design validation, and quality assurance across next-generation electronic devices.

_ Application area icon
Tescan Spectral CT in Materials Science

Multi-energy micro-CT for elemental and structural differentiation in complex, multi-phase materials.

  • Elemental mapping for identifying fillers, dopants, or additives in polymer composites

  • Spectral contrast for distinguishing polymers, ceramics, and metals with similar densities

  • Non-destructive 3D analysis of internal interfaces and phase boundaries

  • Integrated Spectral Suite for correlating elemental and structural data in one workflow

In materials research, Spectral CT enables scientists to explore the relationship between structure and composition without destroying samples. Researchers can visualize distribution of additives, analyze composite uniformity, and study degradation pathways—supporting more reliable material design and performance assessment.

Application area=GS
Tescan Spectral CT in Geoscience and Mining

Full-spectrum micro-CT for 3D elemental and structural insight into geological samples.

  • Non-destructive 3D elemental mapping of rocks, ores, and mineral inclusions

  • K-edge detection for locating and identifying high-value or trace elements like gold or rare earth elements

  • Enhanced contrast for complex mineral assemblages and pore networks

  • Large-volume spectral scanning for full-core or fragment-scale analysis

For geoscientists and mining professionals, Spectral CT provides simultaneous elemental and structural data from intact samples. It supports mineral identification, ore classification, and recovery assessment—reducing dependency on destructive assays while preserving geological material for further study.

TESCAN SPECTRAL SUITE

INTEGRATION THAT DRIVES INSIGHT

Tescan Spectral CT works seamlessly with SPECTRAL Suite and Acquila™ micro-CT control software to streamline spectral imaging from acquisition to analysis. Used as an add-on with the UniTOM XL platform, users can target volumes of interest, capture full-spectrum data, and visualize structural and elemental information in one workflow.

Researchers benefit from intuitive controls, guided reconstruction, and automated spectral processing. Spectral Suite handles spectrum matching, K-edge detection, and compositional mapping with minimal setup. This delivers consistent, reproducible results across samples and accelerates multi-energy micro-CT analysis.

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Panthera AI

Technical specification

What it is

AI-based noise removal module for 3D and 4D micro-CT datasets, including AI 4D denoising for 4D (3D + time) data. 

It comes pre-trained and, where appropriate, can be further tailored using application-specific datasets to better match your imaging conditions.

What it improves

Reduces the noise penalty in fast (dynamic) scans and significantly improves SNR, supporting clearer dynamic monitoring or higher sample throughput without compromising image quality.

Where it fits

Across the micro-CT workflow, from fast monitoring through reconstruction review, VOIS-guided navigation, and follow-up detail, supporting Dynamic-to-Detail continuity.

How to evaluate

Talk to a Tescan application specialist about your dynamic micro-CT workflow
See Panthera AI on your Tescan micro-CT datasets. Panthera AI is integrated into the Tescan workflow and is not a standalone solution

What it is

AI-based noise removal module for 3D and 4D micro-CT datasets, including AI 4D denoising for 4D (3D + time) data. 

It comes pre-trained and, where appropriate, can be further tailored using application-specific datasets to better match your imaging conditions.

What it improves

Reduces the noise penalty in fast (dynamic) scans and significantly improves SNR, supporting clearer dynamic monitoring or higher sample throughput without compromising image quality.

Where it fits

Across the micro-CT workflow, from fast monitoring through reconstruction review, VOIS-guided navigation, and follow-up detail, supporting Dynamic-to-Detail continuity.

How to evaluate

Talk to a Tescan application specialist about your dynamic micro-CT workflow
See Panthera AI on your Tescan micro-CT datasets. Panthera AI is integrated into the Tescan workflow and is not a standalone solution

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Where you can find us:

Tescan Brno
Libušina třída 21
623 00 Brno
Czech Republic



info@Tescan.com 

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