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ORCIDDennis M. Kochmann
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2020 – today
- 2024
[j5]Gerhard Bräunlich
, Shashank Saxena, Manuel Weberndorfer, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann:
AQCNES: A Quasi-Continuum Non-Equilibrium Solver. J. Open Source Softw. 9(101): 7068 (2024)- [i11]Kevin Kraschewski, Gregory P. Phlipot, Dennis M. Kochmann:
A mixed-order quasicontinuum approach for beam-based architected materials with application to fracture. CoRR abs/2403.09495 (2024) - [i10]Jan-Hendrik Bastek, WaiChing Sun, Dennis M. Kochmann:
Physics-Informed Diffusion Models. CoRR abs/2403.14404 (2024) - [i9]Li Zheng, Dennis M. Kochmann, Siddhant Kumar:
HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials. CoRR abs/2408.06017 (2024) - 2023
- [j4]Jan-Hendrik Bastek, Dennis M. Kochmann:
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models. Nat. Mac. Intell. 5(12): 1466-1475 (2023) - [i8]Shashank Saxena, Jan-Hendrik Bastek, Miguel Spinola, Prateek Gupta, Dennis M. Kochmann:
GNN-Assisted Phase Space Integration with Application to Atomistics. CoRR abs/2303.16088 (2023) - [i7]Jan-Hendrik Bastek, Dennis M. Kochmann:
Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models. CoRR abs/2305.19836 (2023) - [i6]Li Zheng, Siddhant Kumar, Dennis M. Kochmann:
Unifying the design space of truss metamaterials by generative modeling. CoRR abs/2306.14773 (2023) - 2022
- [j3]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): 77 (2022) - [i5]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 abs/2201.06392 (2022) - [i4]Bastian Telgen, Ole Sigmund, Dennis M. Kochmann:
Topology Optimization of Graded Truss Lattices Based on On-the-Fly Homogenization. CoRR abs/2205.14366 (2022) - [i3]Jan-Hendrik Bastek, Dennis M. Kochmann:
Physics-Informed Neural Networks for Shell Structures. CoRR abs/2207.14291 (2022) - 2021
- [j2]Romik Khajehtourian, Dennis M. Kochmann:
Soft Adaptive Mechanical Metamaterials. Frontiers Robotics AI 8: 673478 (2021) - [i2]Siddhant Kumar, Dennis M. Kochmann:
What machine learning can do for computational solid mechanics. CoRR abs/2109.08419 (2021) - 2020
- [i1]Li Zheng, Siddhant Kumar, Dennis M. Kochmann:
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy. CoRR abs/2012.15744 (2020)
2010 – 2019
- 2013
- [j1]Malena I. Español, Dennis M. Kochmann, Sergio Conti, Michael Ortiz:
A Γ-Convergence Analysis of the Quasicontinuum Method. Multiscale Model. Simul. 11(3): 766-794 (2013)
Coauthor Index
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