Electron tomography is a widely used technique for 3D structural analysis of nanomaterials, but it can cause damage to samples due to high electron doses and long exposure times. To minimize such damage, researchers often reduce beam exposure by acquiring fewer projections through tilt undersampling. However, this approach can also introduce reconstruction artifacts due to insufficient sampling. Therefore, it is important to determine the optimal number of projections that minimizes both beam exposure and undersampling artifacts for accurate reconstructions of beam-sensitive samples. Current methods for determining this optimal number of projections involve acquiring and post-processing multiple reconstructions with different numbers of projections, which can be time-consuming and requires multiple samples due to sample damage. To improve this process, we propose a protocol that combines golden ratio scanning and quasi-3D reconstruction to estimate the optimal number of projections in real-time during a single acquisition. This protocol was validated using simulated and realistic nanoparticles, and was successfully applied to reconstruct two beam-sensitive metal-organic framework complexes.
翻译:电子断层成像是一种广泛应用于纳米材料三维结构分析的技术,但由于高电子剂量和长曝光时间可能对样品造成破坏,最小化这种损伤的方法是通过低剂量扫描杆减少倾斜下采样,但这种方法也可能由于采样不足而引入重建伪影。因此,确定最小化电子束照射和采样伪影的最佳投影数量对于对敏感样品的准确重建来说非常重要。目前确定最佳投影数量的方法是通过获取和后处理具有不同投影数的多个重建图像,这可能耗费时间并需要多个样品用于验证。为了改进这个过程,提出了一种协议,将黄金分割扫描和准三维重建相结合,在单次采集过程中实时估算最佳投影数。通过模拟和真实的纳米颗粒进行验证,并成功应用于重建两个金属有机框架复合体。