전남대학교 중앙도서관

Transfer Learning Enhanced Full Waveform Inversion*

회의자료

issue: 2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Advanced Intelligent Mechatronics (AIM), 2023 IEEE/ASME International Conference on. :866-871 Jun, 2023
Author: Kollmannsberger, Stefan
Singh, Divya
Herrmann, Leon
DB Label: Database : IEEE Xplore Digital Library

The Discontinuous Strain Method: accurately representing fatigue and failure

보고서

From ductile damage to unilateral contact via a point-wise implicit discontinuity

학술저널

issue: Computational Mechanics: Solids, Materials, Complex Fluids, Fluid-Structure-Interaction, Biological Systems, Micromechanics, Multiscale Mechanics, Additive Manufacturing. 73(4):857-872
Author: Daneshyar, Alireza^{Aff1, IDs0046602302392x_cor1}
Herrmann, Leon
Kollmannsberger, Stefan
DB Label: Database : Springer Nature Journals

Deep Learning in Deterministic Computational Mechanics

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GPU-Accelerated Simulation Ensembles of Stochastic Reaction Networks

회의자료

issue: 2022 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2022. :2570-2581 Dec, 2022
Author: Koster, Till
Herrmann, Leon
Andelfinger, Philipp
Uhrmacher, Adelinde
DB Label: Database : IEEE Xplore Digital Library

Deep learning in computational mechanics: a review

학술저널

issue: Computational Mechanics: Solids, Materials, Complex Fluids, Fluid-Structure-Interaction, Biological Systems, Micromechanics, Multiscale Mechanics, Additive Manufacturing. :1-51
Author: Herrmann, Leon^{Aff1, IDs00466023024344_cor1}
Kollmannsberger, Stefan
DB Label: Database : Springer Nature Journals

From ductile damage to unilateral contact via point-wise implicit discontinuity at the infinitesimal element level

보고서

On the Use of Neural Networks for Full Waveform Inversion

보고서

issue: Computer Methods in Applied Mechanics and Engineering, 2023
Author: Herrmann, Leon
Bürchner, Tim
Dietrich, Felix
Kollmannsberger, Stefan
DB Label: Database : arXiv

Physics-Informed Neural Networks

전자책

issue: Deep Learning in Computational Mechanics : An Introductory Course. 977:55-84
Author: Kollmannsberger, Stefan^Aff6
D’Angella, Davide^Aff6
Jokeit, Moritz^Aff7
Herrmann, Leon^Aff8
DB Label: Database : Springer Nature eBooks

Deep Energy Method

전자책

issue: Deep Learning in Computational Mechanics : An Introductory Course. 977:85-91
Author: Kollmannsberger, Stefan^Aff6
D’Angella, Davide^Aff6
Jokeit, Moritz^Aff7
Herrmann, Leon^Aff8
DB Label: Database : Springer Nature eBooks

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