INSANE and its Vision
INSANE Group is a research lab, a knowledge-sharing hub, and a key agent enabling the interaction between Artificial Intelligence and Physical Sciences.
AI today is both data-hungry and energy-intensive. In response to the current challenges of the real world, our INSANE vision is to form a new AI paradigm -one that is data-lean, knowledge-informed, explainable, frugal, transferable and cost-aware.
Using advanced AI tools, the INSANE group offers research solutions designed to reduce both the time researchers spend in the lab and the overall cost of research. By thoughfully integrating AI into their work, researchers can expand their expertise while benefiting from new insights and knowledge.
Through educational collaborations, the INSANE group contributes to the dissemination of AI knowledge and expertise to students in the physical sciences. The group supports bachelor’s, master’s, and Ph.D. students through a variety of educational activities.
The INSANE group offers consultancy on AI implementation across various industries, including aeronautics, drug design, and material sciences. AI-driven solutions, such as inverse design models, address key industry challenges by reducing costs while maintaining high performance.
