Our manufacturing research leverages advanced AI-driven approaches to revolutionize the design, optimization, and production of next-generation manufacturing systems. By combining experimental testing, finite element modeling, machine learning-based surrogate modeling, generative design, and process optimization, we enable the development of advanced manufacturing processes across additive manufacturing, battery manufacturing, and semiconductor manufacturing. Our work spans from material development to process optimization, addressing applications in energy storage, electronics, and advanced materials.