Philipp Junker

Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations

Denise Reimann, Kapil Nidadavolu, Hamad ul Hassan et al. · Frontiers in Materials · 2019 · 63 citations · Full text

Micromechanical Simulations, Engineering, Multiscale Mechanics +22

Topology optimization with anisotropic materials, including a filter to smooth fiber pathways

Dustin Roman Jantos, Klaus Hackl, Philipp Junker · Structural and Multidisciplinary Optimization · 2020 · 63 citations

Engineering, Multimaterial Fiber, Fiber Structure +8

A variational growth approach to topology optimization

Philipp Junker, Klaus Hackl · Structural and Multidisciplinary Optimization · 2015 · 38 citations

Continuous Optimization, Natural Sciences, Variational Growth Approach +4

A FAST AND ROBUST NUMERICAL TREATMENT OF A GRADIENT-ENHANCED MODEL FOR BRITTLE DAMAGE

Philipp Junker, Stephan Schwarz, Dustin Roman Jantos et al. · International Journal for Multiscale Computational Engineering · 2018 · 35 citations

Numerical Analysis, Engineering, Impact (Mechanics) +18

An accurate and fast regularization approach to thermodynamic topology optimization

Dustin Roman Jantos, Klaus Hackl, Philipp Junker · International Journal for Numerical Methods in Engineering · 2018 · 35 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +17