Dennis M. Kochmann

According to our database, Dennis M. Kochmann authored at least 16 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep learning-aided inverse design of porous metamaterials.

Phu Thien Nguyen, Yousef Heider, Dennis M. Kochmann, Fadi Aldakheel

CoRR, July, 2025

DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers.

Li Zheng, Siddhant Kumar, Dennis M. Kochmann

CoRR, July, 2025

Physics-Informed Diffusion Models.

Jan-Hendrik Bastek, WaiChing Sun, Dennis M. Kochmann

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

AQCNES: A Quasi-Continuum Non-Equilibrium Solver.

Gerhard Bräunlich, Shashank Saxena, Manuel Weberndorfer, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann

J. Open Source Softw., 2024

HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials.

Li Zheng, Dennis M. Kochmann, Siddhant Kumar

CoRR, 2024

A mixed-order quasicontinuum approach for beam-based architected materials with application to fracture.

Kevin Kraschewski, Gregory P. Phlipot, Dennis M. Kochmann

CoRR, 2024

2023

Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models.

Jan-Hendrik Bastek, Dennis M. Kochmann

Nat. Mac. Intell., December, 2023

Unifying the design space of truss metamaterials by generative modeling.

Li Zheng, Siddhant Kumar, Dennis M. Kochmann

CoRR, 2023

GNN-Assisted Phase Space Integration with Application to Atomistics.

Shashank Saxena, Jan-Hendrik Bastek, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann

CoRR, 2023

2022

Numerical Approaches for Investigating Quasiconvexity in the Context of Morrey's Conjecture.

Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff

J. Nonlinear Sci., 2022

Physics-Informed Neural Networks for Shell Structures.

Jan-Hendrik Bastek, Dennis M. Kochmann

CoRR, 2022

Topology Optimization of Graded Truss Lattices Based on On-the-Fly Homogenization.

Bastian Telgen, Ole Sigmund, Dennis M. Kochmann

CoRR, 2022

2021

Soft Adaptive Mechanical Metamaterials.

Romik Khajehtourian, Dennis M. Kochmann

Frontiers Robotics AI, 2021

What machine learning can do for computational solid mechanics.

Siddhant Kumar, Dennis M. Kochmann

CoRR, 2021

2020

Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy.

Li Zheng, Siddhant Kumar, Dennis M. Kochmann

CoRR, 2020

2013

A Γ-Convergence Analysis of the Quasicontinuum Method.

Malena I. Español, Dennis M. Kochmann, Sergio Conti, Michael Ortiz

Multiscale Model. Simul., 2013