Publications

The most recent list can be found on on google scholar.

AD Algorithms Alternating Diffusion Common variable Computer Science - Computer Vision and Pattern Recognition Computer Science - Machine Learning cryo-EM Deep Learning diffusion maps DNA sequencing Fast algorithms Fourier Transform heterogeneity Heterogeneous multireference alignment HMC HyperMolecules Kernel Laplace Transform Manifold Learning Manifolds Mathematics - Optimization and Control MCMC Multi-view multimodal Numerical Analysis Representation Theory Search Problem Sequence Alignment Sequencing signal processing Software standard manifold learning method Statistics - Machine Learning time series Zernike

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Herreros, D; Lederman, Roy R; Krieger, J; Jiménez-Moreno, A; Martínez, M; Myška, D; Strelak, D; Filipovic, J; Bahar, I; Carazo, J M; Sanchez, C O S

Approximating deformation fields for the analysis of continuous heterogeneity of biological macromolecules by 3D Zernike polynomials Journal Article

In: IUCrJ, vol. 8, no. 6, 2021, ISSN: 2052-2525, (Number: 6 Publisher: International Union of Crystallography).

Abstract | Links | BibTeX | Tags: cryo-EM, heterogeneity, Zernike

Calero, David Herreros; Lederman, Roy R; Krieger, James; Myška, David; Strelak, David; Filipovic, Jiri; Bahar, Ivet; Carazo, Jose Maria; Sorzano, Carlos Oscar

Continuous heterogeneity analysis of CryoEM images through Zernike polynomials and spherical harmonics Journal Article

In: Microscopy and Microanalysis, vol. 27, no. S1, pp. 1680–1682, 2021, ISSN: 1431-9276, 1435-8115, (Publisher: Cambridge University Press).

Abstract | Links | BibTeX | Tags: cryo-EM, heterogeneity, Zernike