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R

Roland C. Aydin

Hamburg University of Technology

20H指数
77论文数
2.0K被引数
收录论文 31
发表时间
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Different alloy, Different story? Impact of transfer learning on predictive models for in silico screening of Mg dissolution modulators不同合金，不同故事？迁移学习对镁溶解调节剂计算机筛选预测模型的影响
errCorrosion Science
IF8.5
err2026-09-26
err0
errOAAI
errMatthias Busch; Marius Tacke; Sviatlana V. Lamaka; Mikhail L. Zheludkevich; Christian J. Cyron; Roland C. Aydin; Christian Feiler
err分享
err收藏
Teaching a transformer to think like a chemist: predicting nanocluster stability教会变压器像化学家一样思考：预测纳米簇稳定性
errnpj Computational Materials
IF11.9
err2026-07-24
err0
errOAAI
errJoão Marcos T. Palheta; Octavio Rodrigues Filho; Mohammad Soleymanibrojeni; Alexandre Cavalheiro Dias; Diego Guedes-Sobrinho; Wolfgang Wenzel; Roland Aydin; Celso R. C. Rêgo; Maurício Jeomar Piotrowski
err分享
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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
From Model Training to Model Raising从模型训练到模型培育
errCommunications of the ACM
IF12.2
err2026-02-01
err0
PREAI
errAydin, Roland; Cyron, Christian; Bachelor, Steve; Anderson, Ashton; West, Robert
err分享
err收藏
A 3D-1D-0D multiscale model of the neuro-glial-vascular unit for synaptic and vascular dynamics in the dorsal vagal complex背侧迷走神经复合体中突触和血管动力学的神经-胶质-血管单元的3D-1D-0D多尺度模型
errJOURNAL OF MATHEMATICAL BIOLOGY
IF2.3
err2025-12-01
err0
PREAI
errHermann, Alexander; Koppl, Tobias; Wagner, Andreas; Shojaei, Arman; Wohlmuth, Barbara; Aydin, Roland; Cyron, Christian J.; Miftahof, Roustem
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Electromechanical computational model of the human stomach人体胃的电机械计算模型
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-25
err0
errOAAI
errMaire S. Henke; Sebastian Brandstaeter; Sebastian L. Fuchs; Roland C. Aydin; Alessio Gizzi; Christian J. Cyron
err分享
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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
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich's ataxia from T2*weighted MR images
errMACHINE LEARNING WITH APPLICATIONS
IF4.9
err2025-11-01
err1
errOAAI
errSardhara, Trushal; Dadsena, Ravi; Aydin, Roland C.; Hilgers, Ralf-Dieter; Horn, Leon; Schulz, Jorg B.; Reetz, Kathrin; Romanzetti, Sandro; Dogan, Imis
err分享
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TiAlNb alloy interatomic potentials: comparing passive and active machine learning techniques with MTP and DeePMDTiAlNb合金的原子间势能：比较MTP和DeePMD的被动与主动机器学习技术
errfood frontiers
IF2.9
err2025-08-10
err0
errOAAI
errAnju Chandran; Archa Santhosh; Claudio Pistidda; Paul Jerabek; Roland C. Aydin; Christian J. Cyron
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
Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data生成对抗网络用于创建机器学习分割FIB断层扫描数据的真实训练数据
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-04-22
err0
errOAAI
errSardhara, Trushal; Cyron, Christian; Ritter, Martin; Aydin, Roland
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err收藏
The AI Alignment Paradox The better we align AI models with our values, the easier we may make it to realign them with opposing values.AI对齐悖论：我们越能将AI模型与我们的价值观对齐，就越可能使其更容易与对立的价值观重新对齐。
errCOMMUNICATIONS OF THE ACM
IF12.2
err2025-02-21
err0
PREAI
errWest, Robert; Aydin, Roland
err分享
err收藏
Searching the chemical space for effective magnesium dissolution modulators: a deep learning approach using sparse features
errNPJ MATERIALS DEGRADATION
IF7.6
err2023-09-12
err2
errOAAI
errSchiessler, Elisabeth J.; Wuerger, Tim; Vaghefinazari, Bahram; Lamaka, Sviatlana V.; Meissner, Robert H.; Cyron, Christian J.; Zheludkevich, Mikhail L.; Feiler, Christian; Aydin, Roland C.
err分享
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Simulated annealing framework for generating representative volume elements of materials with complex ligamentous microstructures
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-09-01
err2
PREAI
errKermani, Iman Davoodi; Dyckhoff, Lena; Aydin, Roland C.; Huber, Norbert; Cyron, Christian J.
err分享
err收藏
Accelerating the distance-minimizing method for data-driven elasticity with adaptive hyperparameters
errCOMPUTATIONAL MECHANICS
IF3.8
err2022-06-06
err20
errOAAI
errLu Trong Khiem Nguyen; Aydin, Roland Can; Cyron, Christian Johannes
err分享
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Neural network surgery: Combining training with topology optimization神经网络手术: 训练与拓扑优化相结合
errNEURAL NETWORKS
IF6.3
err2021-12-01
err6
errOAAI
errSchiessler, Elisabeth J.; Aydin, Roland C.; Linka, Kevin; Cyron, Christian J.
err分享
err收藏
Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2021-12-01
err24
errOAAI
errSchiessler, Elisabeth J.; Wuerger, Tim; Lamaka, Sviatlana, V; Meissner, Robert H.; Cyron, Christian J.; Zheludkevich, Mikhail L.; Feiler, Christian; Aydin, Roland C.
err分享
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Computational study of the geometric properties governing the linear mechanical behavior of fiber networks
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-11-01
err9
errOAAI
errKermani, Iman Davoodi; Schmitter, Maximilian; Eichinger, Jonas F.; Aydin, Roland C.; Cyron, Christian J.
err分享
err收藏
What do cells regulate in soft tissues on short time scales?
errACTA BIOMATERIALIA
IF9.6
err2021-10-01
err4
errOAAI
errEichinger, Jonas F.; Paukner, Daniel; Aydin, Roland C.; Wall, Wolfgang A.; Humphrey, Jay D.; Cyron, Christian J.
err分享
err收藏

研究方向

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