Bernd Markert

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Attention Deficit Hyperactivity Disorder

Acoustic Emission

Convolutional Neural Networks

Top Venues

Medical Biol. Eng. Comput.

Comput. Methods Programs Biomed.

Publications

Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd Markert, Michael D. Shields
Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks. CoRR (2024)
Luis Fernando Nicolini, Rafael Carreira Oliveira, Marx Ribeiro, Marcus Stoffel, Bernd Markert, Philipp Kobbe, Frank Hildebrand, Per Trobisch, Marcelo Simoni Simões, Carlos Rodrigo de Mello Roesler, Eduardo Alberto Fancello
Tether pre-tension within vertebral body tethering reduces motion of the spine and influences coupled motion: a finite element analysis. Comput. Biol. Medicine 169 (2024)
Rutwik Gulakala, Bernd Markert, Marcus Stoffel
Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation. Comput. Methods Programs Biomed. 229 (2023)
Arnd Koeppe, Franz Bamer, Michael Selzer, Britta Nestler, Bernd Markert
Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models. CoRR (2021)
Marion Mundt, William R. Johnson, Wolfgang Potthast, Bernd Markert, Ajmal Mian, Jacqueline A. Alderson
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units. Sensors 21 (13) (2021)
Daniel Frank Hesser, Shimaalsadat Mostafavi, Georg Karl Kocur, Bernd Markert
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning. Neurocomputing 453 (2021)
Gözde Dursun, Saurabh Balkrishna Tandale, Rutwik Gulakala, Jörg Eschweiler, Mersedeh Tohidnezhad, Bernd Markert, Marcus Stoffel
Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology. Comput. Methods Programs Biomed. 208 (2021)
Nima Shirafkan, Pierre Gosselet, Franz Bamer, Abdelbacet Oueslati, Bernd Markert, Géry de Saxcé
Constructing the Hamiltonian from the Behaviour of a Dynamical System by Proper Symplectic Decomposition. GSI (2021)
Marion Mundt, Arnd Koeppe, Franz Bamer, Sina David, Bernd Markert
Artificial Neural Networks in Motion Analysis - Applications of Unsupervised and Heuristic Feature Selection Techniques. Sensors 20 (16) (2020)
Marion Mundt, Wolf Thomsen, Tom Witter, Arnd Koeppe, Sina David, Franz Bamer, Wolfgang Potthast, Bernd Markert
Prediction of lower limb joint angles and moments during gait using artificial neural networks. Medical Biol. Eng. Comput. 58 (1) (2020)
Marion Mundt, Sina David, Arnd Koeppe, Franz Bamer, Bernd Markert, Wolfgang Potthast
Intelligent prediction of kinetic parameters during cutting manoeuvres. Medical Biol. Eng. Comput. 57 (8) (2019)
Rafael Caldas, Yabing Hu, Fernando Buarque de Lima Neto, Bernd Markert
Self-Organizing Maps and Fuzzy C-Means Algorithms on Gait Analysis Based on Inertial Sensors Data. ISDA (2016)