Search Results for author: Andreas Meier

Found 3 papers, 1 papers with code

Estimating relative diffusion from 3D micro-CT images using CNNs

no code implementations4 Aug 2022 Stephan Gärttner, Florian Frank, Fabian Woller, Andreas Meier, Nadja Ray

In the past several years, convolutional neural networks (CNNs) have proven their capability to predict characteristic quantities in porous media research directly from pore-space geometries.

Parameter Prediction

Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS

1 code implementation4 Sep 2021 Stephan Gärttner, Faruk O. Alpak, Andreas Meier, Nadja Ray, Florian Frank

This paper presents a novel methodology for permeability prediction from micro-CT scans of geological rock samples.

Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks

no code implementations12 Mar 2018 Sebastian Guendel, Sasa Grbic, Bogdan Georgescu, Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu

To foster future research we demonstrate the limitations of the current benchmarking setup and provide new reference patient-wise splits for the used data sets.

Cannot find the paper you are looking for? You can Submit a new open access paper.