Self-Organizing Maps and Fuzzy C-Means Algorithms on Gait Analysis Based on Inertial Sensors Data. - Rafael Caldas; Yabing Hu; Fernando Buarque de Lima Neto; Bernd Markert (ISDA, 2016)

Intelligent prediction of kinetic parameters during cutting manoeuvres. - Marion Mundt; Sina David; Arnd Koeppe; Franz Bamer; Bernd Markert; Wolfgang Potthast (Medical Biol. Eng. Comput., 2019)

Prediction of lower limb joint angles and moments during gait using artificial neural networks. - Marion Mundt; Wolf Thomsen; Tom Witter; Arnd Koeppe; Sina David; Franz Bamer; Wolfgang Potthast; Bernd Markert (Medical Biol. Eng. Comput., 2020)

Artificial Neural Networks in Motion Analysis - Applications of Unsupervised and Heuristic Feature Selection Techniques. - Marion Mundt; Arnd Koeppe; Franz Bamer; Sina David; Bernd Markert (Sensors, 2020)

Constructing the Hamiltonian from the Behaviour of a Dynamical System by Proper Symplectic Decomposition. - Nima Shirafkan; Pierre Gosselet; Franz Bamer; Abdelbacet Oueslati; Bernd Markert; Géry de Saxcé (GSI, 2021)

Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology. - Gözde Dursun; Saurabh Balkrishna Tandale; Rutwik Gulakala; Jörg Eschweiler; Mersedeh Tohidnezhad; Bernd Markert; Marcus Stoffel (Comput. Methods Programs Biomed., 2021)

Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models. - Arnd Koeppe; Franz Bamer; Michael Selzer; Britta Nestler; Bernd Markert (CoRR, 2021)

Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning. - Daniel Frank Hesser; Shimaalsadat Mostafavi; Georg Karl Kocur; Bernd Markert (Neurocomputing, 2021)

A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units. - Marion Mundt; William R. Johnson; Wolfgang Potthast; Bernd Markert; Ajmal Mian; Jacqueline A. Alderson (Sensors, 2021)

Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation. - Rutwik Gulakala; Bernd Markert; Marcus Stoffel (Comput. Methods Programs Biomed., 2023)

Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks. - Denny Thaler; Somayajulu L. N. Dhulipala; Franz Bamer; Bernd Markert; Michael D. Shields (CoRR, 2024)

Embedding an ANN-Based Crystal Plasticity Model into the Finite Element Framework using an ABAQUS User-Material Subroutine. - Yuqing He; Yousef Heider; Bernd Markert (CoRR, 2024)

Tether pre-tension within vertebral body tethering reduces motion of the spine and influences coupled motion: a finite element analysis. - 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 (Comput. Biol. Medicine, 2024)