What can artificial intelligence and machine learning tell us? A review of applications to equine biomechanical research

S Mouloodi, H Rahmanpanah, S Gohery… - Journal of the …, 2021 - Elsevier
Artificial intelligence (AI) and machine learning (ML) are fascinating interdisciplinary
scientific domains where machines are provided with an approximation of human …

Prediction of load-displacement curve in a complex structure using artificial neural networks: A study on a long bone

H Rahmanpanah, S Mouloodi, C Burvill… - International Journal of …, 2020 - Elsevier
Long bones are composite materials possessing nonhomogeneous and anisotropic
properties. They repair themselves (self-repairing) and adapt to changing mechanical …

Feedforward backpropagation artificial neural networks for predicting mechanical responses in complex nonlinear structures: A study on a long bone

S Mouloodi, H Rahmanpanah, S Gohery… - Journal of the …, 2022 - Elsevier
Feedforward backpropagation artificial neural networks (ANNs) have been increasingly
employed in many engineering practices concerning materials modeling. Despite their …

The use of deep learning algorithms to predict mechanical strain from linear acceleration and angular rates of motion recorded from a horse hoof during exercise

S Mouloodi, H Rahmanpanah, C Martin… - International Journal of …, 2022 - Elsevier
Mobility solutions offered by living creatures have inspired engineers to capture their
locomotion patterns and then develop novel animal-like robots that use legs for locomotion …

Prediction of displacement in the equine third metacarpal bone using a neural network prediction algorithm

S Mouloodi, H Rahmanpanah, C Burvill… - Biocybernetics and …, 2020 - Elsevier
Bone is a nonlinear, inhomogeneous and anisotropic material. To predict the behavior of
bones expert systems are employed to reduce the computational cost and to enhance the …

Experimental, regression learner, numerical, and artificial neural network analyses on a complex composite structure subjected to compression loading

S Mouloodi, H Rahmanpanah, C Burvill… - Mechanics of …, 2022 - Taylor & Francis
This paper reports on an investigation into the relationship between stiffness and applied
force of an advanced biological composite structure using four techniques: experimental …

Prediction of load in a long bone using an artificial neural network prediction algorithm

S Mouloodi, H Rahmanpanah, C Burvill… - journal of the mechanical …, 2020 - Elsevier
The hierarchical nature of bone makes it a difficult material to fully comprehend. The equine
third metacarpal (MC3) bone experiences nonuniform surface strains, which are a measure …

How artificial intelligence and machine learning is assisting us to extract meaning from data on bone mechanics?

S Mouloodi, H Rahmanpanah, C Burvill… - … Visualisation: Volume 11, 2022 - Springer
Dramatic advancements in interdisciplinary research with the fourth paradigm of science,
especially the implementation of computer science, nourish the potential for artificial …