1 citations · 1 across the 4 of their papers we have counts for
4 papers
Data-Driven Discovery of Emergent Dynamics in Reaction-Diffusion Systems from Sparse and Noisy Observations
Saumitra Dwivedi, Ricardo da Silva Torres, Ibrahim A. Hameed +2
Data-driven discovery of emergent dynamics is gaining popularity, particularly in the context of reaction-diffusion systems. These systems are widely studied across various fields,…
Hybrid Deep Convolutional Neural Networks Combined with Autoencoders And Augmented Data To Predict The Look-Up Table 2006
Messaoud Djeddou, Aouatef Hellal, Ibrahim A. Hameed +2
This study explores the development of a hybrid deep convolutional neural network (DCNN) model enhanced by autoencoders and data augmentation techniques to predict critical heat fl…
Obstacle-Aware Navigation of Soft Growing Robots via Deep Reinforcement Learning
Haitham El-Hussieny, Ibrahim Hameed
Soft growing robots, are a type of robots that are designed to move and adapt to their environment in a similar way to how plants grow and move with potential applications where th…
Collaborative model based design of automated and robotic agricultural vehicles in the Crescendo Tool
Martin Peter Christiansen, Morten Stiggaard Laursen, Rasmus Nyholm Jørgensen +1
This paper describes a collaborative modelling approach to automated and robotic agricultural vehicle design. The Cresendo technology allows engineers from different disciplines to…