HPCNHR PerfLab Seminar: Designing Next-Generation Numerical Methods with Physics-Informed Neural Networks
Speaker: Stefano Markidis, KTH Royal Institute of Technology, Stockholm, Sweden Title: Designing Next-Generation Numerical Methods with Physics-Informed Neural Networks Date & time: Tuesday, February 15, 2022, 2:00 p.m. – 3:00 p.m. CET Slides Abstract Physics-Informed Neural Networks (PINNs) have recently emerged as a powerful and exciting tool for developing surrogate models, data assimilation and uncertainty quantification […]Speaker: Stefano Markidis, KTH Royal Institute of Technology, Stockholm, Sweden Title: Designing Next-Generation Numerical Methods with Physics-Informed Neural Networks Date & time: Tuesday, February 15, 2022, 2:00 p.m. – 3:00 p.m. CET Slides Abstract Physics-Informed Neural Networks (PINNs) have recently emerged as a powerful and exciting tool for developing surrogate models, data assimilation and uncertainty quantification […]
