Dennis M. Kochmann

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Optimization Process

Influence Maximization

Diffusion Models

Top Venues

J. Nonlinear Sci.

Nat. Mac. Intell.

Frontiers Robotics AI

Publications

Jan-Hendrik Bastek, WaiChing Sun, Dennis M. Kochmann
Physics-Informed Diffusion Models. CoRR (2024)
Kevin Kraschewski, Gregory P. Phlipot, Dennis M. Kochmann
A mixed-order quasicontinuum approach for beam-based architected materials with application to fracture. CoRR (2024)
Shashank Saxena, Jan-Hendrik Bastek, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann
GNN-Assisted Phase Space Integration with Application to Atomistics. CoRR (2023)
Jan-Hendrik Bastek, Dennis M. Kochmann
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models. Nat. Mac. Intell. 5 (12) (2023)
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
Unifying the design space of truss metamaterials by generative modeling. CoRR (2023)
Jan-Hendrik Bastek, Dennis M. Kochmann
Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models. CoRR (2023)
Bastian Telgen, Ole Sigmund, Dennis M. Kochmann
Topology Optimization of Graded Truss Lattices Based on On-the-Fly Homogenization. CoRR (2022)
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
Numerical approaches for investigating quasiconvexity in the context of Morrey's conjecture. CoRR (2022)
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
Numerical Approaches for Investigating Quasiconvexity in the Context of Morrey's Conjecture. J. Nonlinear Sci. 32 (6) (2022)
Jan-Hendrik Bastek, Dennis M. Kochmann
Physics-Informed Neural Networks for Shell Structures. CoRR (2022)
Romik Khajehtourian, Dennis M. Kochmann
Soft Adaptive Mechanical Metamaterials. Frontiers Robotics AI 8 (2021)
Siddhant Kumar, Dennis M. Kochmann
What machine learning can do for computational solid mechanics. CoRR (2021)
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy. CoRR (2020)
Malena I. Español, Dennis M. Kochmann, Sergio Conti, Michael Ortiz
A Γ-Convergence Analysis of the Quasicontinuum Method. Multiscale Model. Simul. 11 (3) (2013)