Join us for this seminar by Hwee Kuan Lee (A*STAR Bioinformatics Institute, Singapore) as part of the North West Seminar Series in Mathematical Biology and Data Sciences. More details about the joint series can be found here https://northwestseminars.great-site.net/ .
Title: Enhancing Physics Simulations Using Artificial Intelligence
Abstract
Many important physics principles developed in the past centuries forms the backbone of modern-day engineering and manufacturing. Newtonian physics is important in construction of mechanical equipment, thermodynamics plays an important role in engines, electromagnetism provides the central principles of wireless communication and quantum mechanics is used in the design of semiconductors. However, most physical laws are expressed in differential equations and no closed-form solutions exist. Solving these equations can be computationally intractable. In this seminar, we will discuss the use of artificial intelligence to speed up the search for solutions to physical laws.
Bio: Dr Lee Hwee Kuan earned his PhD from Carnegie Mellon University in Pittsburgh, PA, USA, in theoretical physics. Currently, he serves as the Head of the Imaging Informatics Division as well as the Deputy Director for Training and Talent development at the Bioinformatics Institute, A*STAR in Singapore. Dr Lee's expertise lies in the development and deployment of machine learning and deep learning algorithms. With a strong foundation in theoretical physics, Dr Lee brings a unique perspective to the field of artificial intelligence, driving innovative solutions for both clinical and biological applications. At present, Dr Lee Hwee Kuan leads a laboratory dedicated to the advancement of Artificial Intelligence (AI) research for clinical and biological purposes. His research endeavours encompass a broad spectrum of activities, from fundamental AI-centric investigations to practical AI applications. Dr Lee's work is particularly influenced by high-impact clinical use cases, driving theoretical AI development. His laboratory addresses critical areas such as diagnostics in cancers, cardiology, dermatology, and interventional radiology. In the realm of biology, Dr Lee's team develops bioinformatics pipelines for spatial omics and single-cell analysis, alongside pioneering AI applications in protein science and drug discovery. Beyond his role at the Bioinformatics Institute, Dr Lee holds significant appointments in various local universities and research institutions.
The talk will be also be streamed via zoom, please contact carl.whitfield@manchester.ac.uk or igor.chernyavsky@manchester.ac.uk for the zoom link, or sign up to the mailing list.
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