Marcus Stoffel - Publications, H-index & Citations

Marcus Stoffel

RWTH Aachen University

23H指数

188论文数

1.7K被引数

收录论文 29

发表时间

A generative learning and graph-based framework for computing field variables in Finite Element simulations

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-08-01

OAAI

Gulakala, Rutwik; Bhaskaran, Vaishnav; Stoffel, Marcus

Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis

ENGINEERING WITH COMPUTERS

IF4.9

2024-04-12

OAAI

Tandale, Saurabh Balkrishna; Stoffel, Marcus

Instabilities of an inflated and extended doubly fiber-reinforced cylindrical membrane under damage processes and different natural configurations of its constituents with application to abnormal artery dilation 膨胀和延伸的双纤维增强圆柱形膜在损伤过程中的不稳定性及其成分的不同自然构型，并应用于异常动脉扩张

THIN-WALLED STRUCTURES

IF6.6

2024-04-01

PREAI

Topol, Heiko; Nazari, Hojjat; Stoffel, Marcus; Markert, Bernd; Lacalle, Jesus; Merodio, Jose

Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response 基于物理的自学习脉冲神经网络增强的时间积分方案，用于计算粘塑性结构有限元响应

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-03-01

OAAI

Tandale, Saurabh Balkrishna; Stoffel, Marcus

Tether pre-tension within vertebral body tethering reduces motion of the spine and influences coupled motion: a finite element analysis

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-02-01

PREAI

Nicolini, Luis Fernando; Oliveira, Rafael Carreira; Ribeiro, Marx; Stoffel, Marcus; Markert, Bernd; Kobbe, Philipp; Hildebrand, Frank; Trobisch, Per; Simoes, Marcelo Simoni; Roesler, Carlos Rodrigo de Mello; Fancello, Eduardo Alberto

Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics 用于非线性结构力学中神经形态计算的脉冲递归神经网络

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-07-01

PREAI

Tandale, Saurabh Balkrishna; Stoffel, Marcus

Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder-decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates

COMPUTATIONAL MECHANICS

IF3.8

2023-03-31

OAAI

Tandale, Saurabh Balkrishna; Stoffel, Marcus

Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation 通过逐步增长的GAN和CNN优化快速诊断新型冠状病毒肺炎感染

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-02-01

OAAI

Gulakala, Rutwik; Markert, Bernd; Stoffel, Marcus

A symplectic Brezis-Ekeland-Nayroles principle for dynamic plasticity in finite strains

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

IF5.7

2023-02-01

OAAI

Cao Xiaodan; Oueslati, Abdelbacet; An Danh Nguyen; Stoffel, Marcus; Markert, Bernd; de Saxce, Gery

Prediction of Temperature and Loading History Dependent Lumbar Spine Biomechanics Under Cyclic Loading Using Recurrent Neural Networks

ANNALS OF BIOMEDICAL ENGINEERING

IF5.4

2023-01-28

OAAI

Blomeyer, Nadja; Tandale, Saurabh Balkrishna; Nicolini, Luis Fernando; Kobbe, Philipp; Pufe, Thomas; Markert, Bernd; Stoffel, Marcus

Generative adversarial network based data augmentation for CNN based detection of Covid-19

SCIENTIFIC REPORTS

IF3.9

2022-11-10

OAAI

Gulakala, Rutwik; Markert, Bernd; Stoffel, Marcus

Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response 基于物理的自学习递归神经网络增强时间积分方案，用于计算粘塑性结构有限元响应

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-11-01

PREAI

Tandale, Saurabh Balkrishna; Bamer, Franz; Markert, Bernd; Stoffel, Marcus

Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

PREAI

Dursun, Goezde; Tandale, Saurabh Balkrishna; Gulakala, Rutwik; Eschweiler, Joerg; Tohidnezhad, Mersedeh; Markert, Bernd; Stoffel, Marcus

A Newmark space-time formulation in structural dynamics

COMPUTATIONAL MECHANICS

IF3.8

2021-03-19

OAAI

Bamer, Franz; Shirafkan, Nima; Cao, Xiaodan; Oueslati, Abdelbacet; Stoffel, Marcus; de Saxce, Gery; Markert, Bernd

Machine-learning-enhanced tail end prediction of structural response statistics in earthquake engineering

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

IF5

2021-02-26

PREAI

Thaler, Denny; Stoffel, Marcus; Markert, Bernd; Bamer, Franz

Continuous Zachariasen carbon monolayers under tensile deformation: Insights from molecular dynamics simulations

EXTREME MECHANICS LETTERS

IF4.5

2020-07-01

PREAI

Ebrahem, Firaz; Stratmann, Jan; Stoffel, Marcus; Markert, Bernd; Bamer, Franz

Artificial neural networks in structural dynamics: A new modular radial basis function approach vs. convolutional and feedforward topologies

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2020-06-01

PREAI

Stoffel, Marcus; Gulakala, Rutwik; Bamer, Franz; Markert, Bernd

A biphasic visco-hyperelastic damage model for articular cartilage: application to micromechanical modelling of the osteoarthritis-induced degradation behaviour

BIOMECHANICS AND MODELING IN MECHANOBIOLOGY

IF2.7

2019-12-04

PREAI

Liu, Dongxu; Ma, Songyun; Stoffel, Marcus; Markert, Bernd

Artificial neural networks and intelligent finite elements in non-linear structural mechanics 非线性结构力学中的人工神经网络和智能有限元

THIN-WALLED STRUCTURES

IF6.6

2018-10-01

PREAI

Stoffel, Marcus; Bamer, Franz; Markert, Bernd

Assessment of the viscoelastic mechanical properties of polycarbonate urethane for medical devices

JOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS

IF3.5

2018-06-01

PREAI

Beckmann, Agnes; Heider, Yousef; Stoffel, Marcus; Markert, Bernd

研究方向