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Explore how artificial intelligence is revolutionizing molecular sciences and materials design in this comprehensive seminar. Discover the emergence of powerful AI-based tools including Machine Learned Force Fields and AlphaFold that are transforming traditional quantum chemistry methods. Learn about the development of accelerated "ML surrogate" models and understand how principles from physics and mathematics are reshaping machine learning approaches. Examine the potential of generative models to create an era of "precision materials" and gain insights into CuspAI's innovative platform that accelerates materials design. Understand how generative models for materials, multi-fidelity AI evaluation tools, large language models for scientific literature search, and AI agents work together to optimize and orchestrate the entire materials design pipeline, fundamentally transforming scientific innovation processes.
