Magnus Röding

2022

Machine learning-accelerated small-angle X-ray scattering analysis of disordered two- and three-phase materials

2022

Visualisation of individual dopants in a conjugated polymer: sub-nanometre 3D spatial distribution and correlation with electrical properties

2022

Inverse design of anisotropic spinodoid materials with prescribed diffusivity

2022

Structure formation and coarsening kinetics of phase-separated spin-coated ethylcellulose/hydroxypropylcellulose films

2022

Together is Better: mRNA Co-Encapsulation in Lipoplexes is Required to Obtain Ratiometric Co-Delivery and Protein Expression on the Single Cell Level

2021

Tessellation-based stochastic modelling of 3D coating structures imaged with FIB-SEM tomography

2021

Structure evolution during phase separation in spin-coated ethylcellulose/ hydroxypropylcellulose films

2021

Convolutional neural networks for segmentation of FIB-SEM nanotomography data from porous polymer films for controlled drug release

2021

Three-dimensional reconstruction of porous polymer films from FIB-SEM nanotomography data using random forests

2021

DeepFRAP: Fast fluorescence recovery after photobleaching data analysis using deep neural networks

2021

Correlating 3D porous structure in polymer films with mass transport properties using FIB-SEM tomography

2021

Large-Scale Statistical Learning for Mass Transport Prediction in Porous Materials Using 90,000 Artificially Generated Microstructures

2021

New characterization measures of pore shape and connectivity applied to coatings used for controlled drug release

2021

Stochastic modelling of 3D fiber structures imaged with X-ray microtomography

2020

Predicting permeability via statistical learning on higher-order microstructural information

3D high spatial resolution visualisation and quantification of interconnectivity in polymer films

2020

Optimization of FIB-SEM Tomography and Reconstruction for Soft, Porous, and Poorly Conducting Materials

2018

Computational Screening of Diffusive Transport in Nanoplatelet-Filled Composites: Use of Graphene to Enhance Polymer Barrier Properties

Single particle raster image analysis of diffusion for particle mixtures

Massively parallel approximate Bayesian computation for estimating nanoparticle diffusion coefficients, sizes and concentrations using confocal laser scanning microscopy

Functional regression-based fluid permeability prediction in monodisperse sphere packings from isotropic two-point correlation functions

Heterogeneity in the fluorescence of graphene and graphene oxide quantum dots

Computational high-throughput screening of fluid permeability in heterogeneous fiber materials

Magnetic alignment of nontronite dispersions

Identifying directional persistence in intracellular particle motion using Hidden Markov Models

Estimation of mass thickness response of embedded aggregated silica nanospheres from high angle annular dark-field scanning transmission electron micrographs

Multi-scale characterization of pasta during cooking using microscopy and real-time magnetic resonance imaging

On-chip light sheet illumination enables diagnostic size and concentration measurements of membrane vesicles in biofluids

Microstructure and water distribution of commercial pasta studied by microscopy and 3D magnetic resonance imaging

Measuring absolute nanoparticle number concentrations from particle count time series

Self-calibrated concentration measurements of polydisperse nanoparticles

2013

Statistical methods in single particle fluorescence microscopy

Automatic Particle Detection in Microscopy Using Temporal Correlations

Disposable microfluidic chip with integrated light sheet illumination enables diagnostics based on membrane vesicles

The gamma distribution model for pulsed-field gradient NMR studies of molecular-weight distributions of polymers

2011

Concentration measurements in single particle microscopy

2011

Measuring absolute number concentrations of nanoparticles using single-particle tracking

Hemocompatibility of siRNA loaded dextran nanogels