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K

Kevin Linka

Hamburg University of Technology

28H指数
110论文数
3.1K被引数
收录论文 44
发表时间
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Adversarial robustness of LLM-based multi-agent systems for engineering problems基于大语言模型的工程问题多智能体系统的对抗鲁棒性
errFrontiers in Artificial Intelligence
IF4.7
err2026-05-13
err0
errOAAI
errLW Lorenz Wiesmeier ‡; MB Matthias Busch ‡; MT Marius Tacke ‡; KL Kevin Linka; CC Christian Cyron; RA Roland Aydin †
err分享
err收藏
Thermodynamically consistent viscoelastic constitutive artificial neural networks: Automating the pipeline from experimental data to finite element simulations热力学一致性黏弹性本构人工神经网络：从实验数据到有限元模拟的自动化流程
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-05-01
err1
PREAI
errAbdolazizi, Kian P.; Aydin, Roland C.; Cyron, Christian J.; Linka, Kevin
err分享
err收藏
Functional partitioning through competitive learning通过竞争学习实现功能分区
errFrontiers in Artificial Intelligence
IF4.7
err2025-11-05
err0
errOAAI
errMarius Tacke; Matthias Busch; Kevin Linka; Christian Cyron; Roland Aydin
err分享
err收藏
A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains广义双势函数用于非弹性本构人工神经网络：一种JAX在有限应变下的实现
errJournal of the Mechanics and Physics of Solids
IF6
err2025-09-12
err0
errOAAI
errHagen Holthusen; Kevin Linka; Ellen Kuhl; Tim Brepols
err分享
err收藏
A comprehensive framework for computational modeling of growth and remodeling in tissue-engineered soft collagenous materials一种用于组织工程化软质胶原材料的生长与重塑计算建模的综合框架
errBiomechanics and Modeling in Mechanobiology
IF2.7
err2025-07-23
err0
errOAAI
errM. Sesa; H. Holthusen; C. Böhm; S. Jockenhövel; S. Reese; K. Linka
err分享
err收藏
In Vitro Model Extracellular Matrix Maturation Under Variable Stress Conditions体外模型中细胞外基质的成熟：在可变应力条件下的研究
errTissue Engineering Part A
IF2.9
err2025-07-11
err0
PREAI
errChristian A. Boehm; Mahmoud Sesa; Vytautas Kucikas; Marc van Zandvoort; Kevin Linka; Stefanie Reese; Stefan Jockenhoevel
err分享
err收藏
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructuresSPiFOL：一种基于光谱的物理信息有限算子学习方法，用于预测微结构的力学行为
errJournal of the Mechanics and Physics of Solids
IF6
err2025-06-21
err0
PREAI
errAli Harandi; Hooman Danesh; Kevin Linka; Stefanie Reese; Shahed Rezaei
err分享
err收藏
Large language models predicting the corrosion inhibition efficiency of magnesium dissolution modulators大型语言模型预测镁溶解调节剂的腐蚀抑制效率
errCorrosion Science
IF8.5
err2025-06-20
err0
PREAI
errMatthias Busch; Marius Tacke; Sviatlana V. Lamaka; Mikhail L. Zheludkevich; Kevin Linka; Christian J. Cyron; Christian Feiler; Roland C. Aydin
err分享
err收藏
Constitutive Kolmogorov–Arnold Networks (CKANs): Combining accuracy and interpretability in data-driven material modeling构成性柯尔莫哥洛夫–阿诺德网络（CKANs）：在数据驱动材料建模中结合准确性与可解释性
errJournal of the Mechanics and Physics of Solids
IF6
err2025-06-11
err0
errOAAI
errKian P. Abdolazizi; Roland C. Aydin; Christian J. Cyron; Kevin Linka
err分享
err收藏
Discovering uncertainty: Bayesian constitutive artificial neural networks发现不确定性: 贝叶斯本构人工神经网络
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
errOAAI
errLinka, Kevin; Holzapfel, Gerhard A.; Kuhl, Ellen
err分享
err收藏
Machine learning reveals correlations between brain age and mechanics
errACTA BIOMATERIALIA
IF9.6
err2024-12-01
err0
errOAAI
errHoppstaedter, Mayra; Linka, Kevin; Kuhl, Ellen; Schmicke, Marion; Boel, Markus
err分享
err收藏
The mechanical and sensory signature of plant-based and animal meat
errNPJ SCIENCE OF FOOD
IF7.8
err2024-11-15
err3
errOAAI
errSt Pierre, Skyler R.; Darwin, Ethan C.; Adil, Divya; Aviles, Magaly C.; Date, Archer; Dunne, Reese A.; Lall, Yanav; Vallecillo, Maria Parra; Medina, Valerie A. Perez; Linka, Kevin; Levenston, Marc E.; Kuhl, Ellen
err分享
err收藏
Democratizing biomedical simulation through automated model discovery and a universal material subroutine
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-08-14
err6
errOAAI
errPeirlinck, Mathias; Linka, Kevin; Hurtado, Juan A.; Holzapfel, Gerhard A.; Kuhl, Ellen
err分享
err收藏
Automated model discovery for human cardiac tissue: Discovering the best model and parameters
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-08-01
err5
errOAAI
errMartonova, Denisa; Peirlinck, Mathias; Linka, Kevin; Holzapfel, Gerhard A.; Leyendecker, Sigrid; Kuhl, Ellen
err分享
err收藏
Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems
errEXTREME MECHANICS LETTERS
IF4.5
err2024-08-01
err4
errOAAI
errLinka, Kevin; Kuhl, Ellen
err分享
err收藏
Viscoelastic constitutive artificial neural networks (vCANNs) - A framework for data-driven anisotropic nonlinear finite viscoelasticity粘弹性本构人工神经网络 (vCANNs) -数据驱动的各向异性非线性有限粘弹性框架
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-02-01
err15
errOAAI
errAbdolazizi, Kian P.; Linka, Kevin; Cyron, Christian J.
err分享
err收藏
On automated model discovery and a universal material subroutine for hyperelastic materials
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err12
errOAAI
errPeirlinck, Mathias; Linka, Kevin; Hurtado, Juan A.; Kuhl, Ellen
err分享
err收藏
Discovering the mechanics of artificial and real meat
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-10-01
err11
errOAAI
errSt Pierre, Skyler R.; Rajasekharan, Divya; Darwin, Ethan C.; Linka, Kevin; Levenston, Marc E.; Kuhl, Ellen
err分享
err收藏
Automated model discovery for muscle using constitutive recurrent neural networks
errJOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS
IF3.5
err2023-09-01
err14
errOAAI
errWang, Lucy M.; Linka, Kevin; Kuhl, Ellen
err分享
err收藏
Benchmarking physics-informed frameworks for data-driven hyperelasticity数据驱动的超弹性的基准物理信息框架
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-06-03
err34
PREAI
errTac, Vahidullah; Linka, Kevin; Sahli-Costabal, Francisco; Kuhl, Ellen; Tepole, Adrian Buganza
err分享
err收藏

研究方向

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合作学者
合作期刊
J
John P. A. Ioannidis
H 指数: 226 · 论文数: 1.9K
G
George Em Karniadakis
H 指数: 130 · 论文数: 1.3K
G
Gerhard A. Holzapfel
H 指数: 91 · 论文数: 740
M
Mikhail L. Zheludkevich
H 指数: 90 · 论文数: 523
E
Ellen Kuhl
H 指数: 83 · 论文数: 507
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