The Predictive Intelligence Lab at the University of Pennsylvania is pioneering a new frontier in scientific discovery and engineering design. We are developing cutting-edge AI and machine learning tools to revolutionize how we simulate, optimize, and understand complex physical and engineered systems. Our interdisciplinary team of researchers is driven by a bold vision: to create a new generation of "simulation intelligence" technologies that seamlessly blend artificial intelligence, high-performance computing, and domain expertise across the sciences and engineering.
We aim to dramatically accelerate scientific progress and enable breakthroughs in fields ranging from materials design to climate modeling to fusion energy. At the core of our approach is the integration of multiple AI paradigms - from physics-informed neural networks to probabilistic programming to causal reasoning - with advanced simulation techniques. This allows us to tackle challenges that have long seemed intractable, like inverse design of novel materials or multi-scale modeling of biological systems.
We are reimagining the scientific method for the AI age. Our tools enable researchers to rapidly explore vast parameter spaces, discover hidden patterns and causal relationships in complex data, and even automate aspects of hypothesis generation and experimental design. Beyond developing new technologies, we are deeply committed to responsibly deploying AI to address urgent global challenges in energy, health, and sustainability.
We actively collaborate with domain scientists, industry partners, and policymakers to translate our innovations into real-world impact. Join us as we push the boundaries of scientific AI and usher in a new era of accelerated discovery and innovation.
We are deeply grateful to our sponsors for their generous support, which enables our cutting-edge research and educational initiatives. Their contributions play a crucial role in advancing the field of AI in science and engineering.
Predictive Intelligence Lab,
Amy Gutmann Hall,
5th Floor, 3317 Chestnut Street,
Philadelphia, PA 19104