The aim of these lecture notes is to present a state-of-the-art review of the ongoing activities in this domain and indicate the current research directions. Introductory notes on the fundamentals of combustion, particularly turbulent combustion, are followed by up-to-date reviews on the numerical modeling and experimental results in single and two-phase flows, and an appraisal of the future challenges and perspectives in this domain.