Dennis M. Kochmann

19 papers A* 1Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep learning-aided inverse design of porous metamaterials.
CoRR
Phu Thien Nguyen, Yousef Heider, Dennis M. Kochmann, Fadi Aldakheel
2025 J jnl
DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers.
CoRR
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
2025 A* conf
Physics-Informed Diffusion Models.
ICLR
Jan-Hendrik Bastek, WaiChing Sun, Dennis M. Kochmann
2024 J jnl
A mixed-order quasicontinuum approach for beam-based architected materials with application to fracture.
CoRR
Kevin Kraschewski, Gregory P. Phlipot, Dennis M. Kochmann
2024 J jnl
AQCNES: A Quasi-Continuum Non-Equilibrium Solver.
J. Open Source Softw.
Gerhard Bräunlich, Shashank Saxena, Manuel Weberndorfer, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann
2024 J jnl
HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials.
CoRR
Li Zheng, Dennis M. Kochmann, Siddhant Kumar
2024 J jnl
Physics-Informed Diffusion Models.
CoRR
Jan-Hendrik Bastek, WaiChing Sun, Dennis M. Kochmann
2023 J jnl
GNN-Assisted Phase Space Integration with Application to Atomistics.
CoRR
Shashank Saxena, Jan-Hendrik Bastek, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann
2023 J jnl
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models.
Nat. Mac. Intell.
Jan-Hendrik Bastek, Dennis M. Kochmann
2023 J jnl
Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models.
CoRR
Jan-Hendrik Bastek, Dennis M. Kochmann
2023 J jnl
Unifying the design space of truss metamaterials by generative modeling.
CoRR
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
2022 J jnl
Numerical Approaches for Investigating Quasiconvexity in the Context of Morrey's Conjecture.
J. Nonlinear Sci.
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
2022 J jnl
Numerical approaches for investigating quasiconvexity in the context of Morrey's conjecture.
CoRR
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
2022 J jnl
Physics-Informed Neural Networks for Shell Structures.
CoRR
Jan-Hendrik Bastek, Dennis M. Kochmann
2022 J jnl
Topology Optimization of Graded Truss Lattices Based on On-the-Fly Homogenization.
CoRR
Bastian Telgen, Ole Sigmund, Dennis M. Kochmann
2021 J jnl
Soft Adaptive Mechanical Metamaterials.
Frontiers Robotics AI
Romik Khajehtourian, Dennis M. Kochmann
2021 J jnl
What machine learning can do for computational solid mechanics.
CoRR
Siddhant Kumar, Dennis M. Kochmann
2020 J jnl
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy.
CoRR
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
2013 J jnl
A Γ-Convergence Analysis of the Quasicontinuum Method.
Multiscale Model. Simul.
Malena I. Español, Dennis M. Kochmann, Sergio Conti, Michael Ortiz