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Mathematics Faculty Colloquium - Xueyu Zhu; University of Iowa Department of Mathematics
Dec 5, 2024
03:30 PM - 04:20 PM
2 West Washington Street, Iowa City, IA 52240
Title: Recent Advancement of Scientific Machine Learning
Abstract: Machine learning has revolutionized scientific computing, offering unprecedented computational efficiency, flexibility, and applicability to real-world challenges. However, traditional machine learning approaches often overlook the rich insights provided by existing physical laws or mathematical properties. This talk explores the latest advancements in AI techniques that respect existing physical laws or mathematical properties, enabling the resolution of complex problems in physics and engineering. We will showcase the effectiveness of these methods through diverse applications, highlighting their potential to transform the landscape of scientific and engineering computations.
Individuals with disabilities are encouraged to attend all University of Iowa–sponsored events. If you are a person with a disability who requires a reasonable accommodation in order to participate in this program, please contact in advance at