Generative AI refers to artificial intelligence models that generate new content, such as text, images, audio, or other data types. Probably the best-known example of generative AI is ChatGPT, the fastest consumer application to hit 100 million monthly active users. Generative AI models use machine learning algorithms to learn patterns and structures from existing data and produce new data similar in style or content to what they have been trained on. This seminar will start with a tutorial on various approaches to generative AI and cover various projects at TU Delft on deep generative models. Then, there will be a brief presentation of novel kinds of deep generative models being developed by the team. Following that, the design of such models for rainfall nowcasting will be explained, highlighting how physical laws are integrated into the deep generative models. Finally, various AI-related initiatives that the team is involved in will be discussed.& Simulink environment. She is an expert in model-based design and is passionate about getting young woman interested in STEM subjects.