My research work focuses on climate-adaptive building facades with material-embedded properties. I am investigating performance assessment of building facades in terms of ventilation and daylight using Multi-objective Optimization (MOO) and Genetic Algorithm (GA). Currently, I am involved in developing methods of performance prediction using Artificial Neural Network (ANN) and conditional Generative Adversarial Network (cGAN).