@article {70414, title = {A workflow for the identification of oligomeric structures on tilted sample planes in Cryo-SMLM}, journal = {bioRxiv}, year = {2026}, month = {2026 May 14}, abstract = {

We introduce a workflow to identify oligomeric structures that are recorded with single-molecule localization microscopy (SMLM) under cryogenic conditions. Typically, these oligomers are assumed to consist of protomers arranged as equilateral two-dimensional polygons and every protomer is labeled with a dye molecule for visualization. Unlike previous work, we consider scenarios in which the sample plane has an unknown orientation relative to the focal plane. Our contribution is a high-precision plane-fitting algorithm to determine the sample plane, combined with geometrical transformations and two circle-fitting algorithms to identify the oligomeric structures. Our simulations on synthetic data demonstrate that the proposed workflow achieves high accuracy in estimating both the unknown tilted plane and the oligomer size.

}, doi = {10.64898/2026.05.12.724524}, url = {https://www.biorxiv.org/content/early/2026/05/14/2026.05.12.724524}, author = {Dong, Yakun and Yang, Zheyi and Schneider, Magdalena C. and Scherzer, Otmar and Sch{\"u}tz, Gerhard J.} } @article {69902, title = {Chromatix: A differentiable, GPU-accelerated wave-optics library}, journal = {Nat Methods}, year = {2025}, month = {2026 Jun 08}, abstract = {

Many current microscopy methods incorporate computational modeling as an integral part of the imaging process, either to solve inverse problems or optimize the optical system design itself. These methods often depend on differentiable optics simulations, yet no standardized framework exists, forcing computational optics researchers to repeatedly and independently implement simulations with limited reusability and performance. These common problems limit the potential impact of computational optics as a field. Here we present Chromatix: an open-source, graphics processing unit (GPU)-accelerated, differentiable wave-optics simulation library. Chromatix builds on JAX to democratize fast, parallelized simulation of diverse optical systems and expand the design space in computational optics. Chromatix standardizes a growing collection of optical elements and propagation methods allowing a broad range of applications, which we demonstrate here for snapshot microscopy, holography and phase retrieval. We demonstrate speed improvements of 2-6 times on a single GPU and up to 22 times on 8 GPUs.

}, doi = {10.1038/s41592-026-03121-x}, url = {https:www.doi.org/10.1038/s41592-026-03121-x}, author = {Deb, Diptodip and Both, Gert-Jan and Bezzam, Eric and Kohli, Amit and Yang, Siqi and Chaware, Amey and Allier, C{\'e}dric and Cai, Changjia and Anderberg, Geneva and Eybposh, M. Hossein and Schneider, Magdalena C. and Heintzmann, Rainer and Rivera-Sanchez, Fabrizio A. and Simmerer, Corey and Meng, Guanghan and Tormes-Vaquerano, Jovan and Han, SeungYun and Shanmugavel, Sibi Chakravarthy and Maruvada, Teja and Yang, Xi and Kim, Yewon and Diederich, Benedict and Joo, Chulmin and Waller, Laura and Durr, Nicholas J. and P{\'e}gard, Nicolas C. and La Rivi{\`e}re, Patrick J. and Horstmeyer, Roarke and Chowdhury, Shwetadwip and Turaga, Srinivas C.} } @article {68922, title = {Localization of fixed dipoles at high precision by accounting for sample drift during illumination}, journal = {Applied Physics Letters}, volume = {123}, year = {2023}, month = {2023 Jul 13}, abstract = {

Single molecule localization microscopy relies on the precise quantification of the position of single dye emitters in a sample. This precision is improved by the number of photons that can be detected from each molecule. Particularly recording at cryogenic temperatures dramatically reduces photobleaching and would, hence, in principle, allow the user to massively increase the illumination time to several seconds. The downside of long illuminations, however, would be image blur due to inevitable jitter or drift occurring during the illuminations, which deteriorates the localization precision. In this paper, we theoretically demonstrate that a parallel recording of the fiducial marker beads together with a fitting approach accounting for the full drift trajectory allows for largely eliminating drift effects for drift magnitudes of several hundred nanometers per frame. We showcase the method for linear and diffusional drift as well as oscillations, assuming fixed dipole orientations during each illumination.

}, issn = {0003-6951}, doi = {10.1063/5.0137834}, url = {https://doi.org/10.1063/5.0137834}, author = {Hinterer, Fabian and Schneider, Magdalena C. and Hubmer, Simon and L{\'o}pez-Mart{\'\i}nez, Montserrat and Ramlau, Ronny and Sch{\"u}tz, Gerhard J.} }