A. Going beyond Einstein's General Relativity B. Motivations for hybrid metric-Palatini gravity C. Couplings between geometry and matter D. Outline of article II Hybrid metric-Palatini gravity I. General formalism A. Action and field equations B. The Newtonian limit C. The Post-Newtonian limit D. f (X) representation II. Cosmological applications A. The generalized Friedmann equations, and the deceleration parameter B. Alternative form of the generalized Friedmann equations C. Specific FLRW cosmological models 1. de Sitter type solutions 2. Marginally accelerating solutions 3. Accelerating solutions of the field equations D. Einstein's static Universe E. Gödel type solutions F. Dynamical system analysis G. Cosmological perturbations 1. Perturbations in the matter dominated cosmology 2. Perturbation propagations in the vacuum H. Constraining the cosmological evolution III. Galactic and extragalactic dynamics A. Galactic rotation curves B. Clusters of galaxies IV. Stellar type objects, black holes and wormholes 1. Stars and black holes 2. Wormhole solutions V. Thermodynamics, branes, screening, gravitational waves, strings, and further work VI. Beyond the standard linear hybrid metric-Palatini theory III Curvature-matter couplings VII. Linear nonminimal curvature-matter couplings actions and gravitational field equations A. Scalar field-geometry couplings B. Theories with standard curvature-geometry coupling C. Scalar-tensor representation D. Generalized f (R, L m) curvature-matter couplings VIII. f (R, T ) gravity A. Action and gravitational field equations B. The equations of motion of test particles C. Specific cosmological solution IX. f (R, T, R µν T µν ) gravity A. Action and field equations of the f (R, T, R µν T µν ) gravity B. Equation of motion of massive test particles C. The Dolgov-Kawasaki instability in f (R, T, R µν T µν ) gravity D. Specific cosmological application X. Irreversible matter creation processes through a nonminimal curvature-matter coupling A. Thermodynamic open systems B. Thermodynamic interpretation in curvature-matter couplings XI. Quantum cosmology of f (R, T ) curvature-matter couplings A. The Wheeler-de Witt equation in f (R, T ) gravity 1. The effective cosmological Lagrangian and the potential 2. The cosmological Hamiltonian 3. The Wheeler-de Witt equation B. Specific cosmological application: f (R, T ) = F 0 (R) + θRT 1. The Hamiltonian and the Wheeler-de Witt equation 2. The Hamiltonian form of the field equations C. The problem of time D. The physical interpretation of the effective Hamiltonian IV Conclusions