Ippocratis Saltas's repositories
Deep-classifier-for-chaos-and-order
A deep classifier for detection of chaos and order in discreet dynamics. Online publication is here: https://arxiv.org/abs/2402.12359
A-simple-chatbot-based-on-LLM-and-RAG-architecture-
A simple chatbot which can assist with information assistance, using Retrieval Augmented Generation (RAG) technology combined with a pre-trained Large Language Model (LLM).
Deep-learning-inference-of-the-neutron-star-equation-of-state
A deep-neural network pipeline to infer the equation of state of neutron stars from observational data.
Generative-adversarial-network-for-complex-systems
Generative Adversarial Network (GAN) able to predict realisations of discreet chaotic dynamics.
MG-MAMPOSSt
MG-MAMPOSSt is a Fortran code to perform simulations and statistical analysis of kinematical data of galaxy clusters. It extends the MAMPOSSt algorithm of G. Mamon et al, to include gravity effects beyond Einstein's theory. Online publications here: https://arxiv.org/abs/2201.07194, https://arxiv.org/abs/2011.15089
Stellar-modelling-and-data-analysis
Reproduction package for the simulations and data analysis of the project "Dark Matter-Induced Stellar Oscillations". Online publication is here: https://arxiv.org/abs/2305.03085