To all my family for their continued support, specially throughout these harsh lockdown times. To my father, Carlos Alberto Santiago, and my brother, Guilherme Santiago, for being by my side everyday and allowing me the oportunity to study and be a better person.To my advisor Ivan Menezes and co-advisor André Luis Müller for the constant challenges during the development of this work and for all the knowleadge passed on by both of you in the last two years.To Marcio Santi and all my colleagues at the Geological Modeling Group. To be a part of this group since the start of my internship until now has been truly an unique oportunity. During these almost four years, you all helped me to become a better developer, engineer and professional.To Leonardo Duarte for all the assistance during the early development stages of the plugin simulator, introducing me to the basic concepts of the TopSim framework and the TopS library.To all my friends from college and high school. A special thanks to Baiano, Milhouse, Cunha, Sagrilo, Marcelo, Bastos and Lelê and to my lifelong friends Frazão, Pagliusi, Tarik, Neves, João and Bernardo for listening to me and being there for me during all the hard moments. Thank you so much for believing in me and for making my life happier.