Applied Fluid Mechanics Colloquium
Fecha: Mié, Mar 19 2025
Hora: 12:00
Ubicación: Maryam Mirzakhani Seminar Room at BCAM
Ponentes: Nikolaus Adams - Technical University Munich (TUM)
Title: Towards genuine quantum CFD – review of our state of the art on quantum-Lattice-Boltzmann approaches and hybrid-neural-operator-LBM
Abstract:
In the talk we review opportunities and challenges of CFD on universal quantum computers. We believe that CFD eventually will have to be implemented on universal quantum computers and not on architectures with tailored hardware. Thus, we emphasize approaches that rely on generic quantum gate formulations and elaborate in particular on distribution-based meso-scale numerical models such as Lattice-Boltzmann methods. We develop main challenges faced in quantum LBM and outline first approaches towards their solution, underpinned by computational examples that employ standard quantum-emulation libraries on GPU computers.
Ponentes confirmados:
Professor Dr. Nikolaus Adams is a full professor and the chair of aerodynamics and fluid mechanics at TUM. In addition, he serves as the executive director of the Munich Institute of Integrated Materials, Energy, and Process Engineering (MEP) at TUM. His research is at the forefront of fluid mechanics, where he specializes in developing high-resolution numerical methods for both incompressible and compressible single- and multi-phase flow problems. His work also pioneers the integration of cutting-edge ML algorithms within the field of fluid dynamics. Prof. Adams' contributions to the field have been recognized with two prestigious ERC Advanced Grants enabling innovative research on manufacturing shock interactions for nanoscale processes and the generative modeling of ultrafast fluid dynamics.
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