Paul Reck
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View article: Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular Automata
Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular Automata Open
The problem of generating microstructures of complex materials in silico has been approached from various directions including simulation, Markov, deep learning and descriptor-based approaches. This work presents a hybrid method that is in…
View article: Reconstructing microstructures from statistical descriptors using neural cellular automata
Reconstructing microstructures from statistical descriptors using neural cellular automata Open
The problem of generating microstructures of complex materials in silico has been approached from various directions including simulation, Markov, deep learning and descriptor-based approaches. This work presents a hybrid method that is in…
View article: On the relevance of descriptor fidelity in microstructure reconstruction
On the relevance of descriptor fidelity in microstructure reconstruction Open
A common strategy for reducing the computational effort of descriptor‐based microstructure reconstruction in the Yeong–Torquato algorithm lies in restricting the choice of descriptors to an efficiently computable subset. As an alternative,…
View article: Scattering transform in microstructure reconstruction
Scattering transform in microstructure reconstruction Open
Descriptor‐based microstructure characterization plays a crucial role in the field of reversed material engineering for random heterogeneous media. With the advent of differentiable microstructure characterization and reconstruction, there…
View article: Automated Aerial Screwing with a Fully Actuated Aerial Manipulator
Automated Aerial Screwing with a Fully Actuated Aerial Manipulator Open
The tasks that unmanned aerial vehicles (UAVs) have taken upon have progressively grown in complexity over the years, alongside with the level of autonomy with which they are carried out. In this work, we present an exampleof aerial screwi…