Class Times & Rooms

  • Lecture: 13.15 – 15.00 (HG D1.2)
  • Exercise: 10.15 – 12.00 (HG G3)

Exam Time & Room

  • May 27th – 10.00am – 1.00pm (HG E7) (information)

Computer Rooms

  • HG E26.1 (The environment provided by these computers is similar to the exam environment.)

Course Moodle (For Homework Submission)

Discussion Board / Questions

Class Material


Schedule and Lecture Slides

Date  Lecture
18.02.2019 Introduction
25.02.2019 Bayesian UQ I – Likelihood & Priors (video)
04.03.2019 Bayesian UQ II – Laplace Approximation Method (notes)
11.03.2019 Model Selection / Forward Propagation of Uncertainty / Monte Carlo Methods (video)
18.03.2019 Markov Chain Monte Carlo (video)
25.03.2019 High Throughput Computation for UQ & Optimization I: Korali (video) (extra: CMA-ES – TMCMC)
01.04.2019 High Throughput Computation for UQ & Optimization II:  APGAS Model / UPC++ (video) (extra: UPC++ slides)
08.04.2019 << No Class - Holiday >>
15.04.2019 Many-Core Processor Programming (CUDA) I (Basic Concepts) (video)
22.04.2019 << No Class - Easter Week >>
29.04.2019 Many-Core Processor Programming (CUDA) II (Optimizations) (Extra Slides) (exercise code) (video)
06.05.2019 Advanced MPI Concepts (video) (exercise code)
13.05.2019 Communication-Tolerant Programming (video) (exercise code)
20.05.2019 Pre-Exam Review (exam text, solution)
27.05.2019 Exam (HG E7, 10am-1pm — informationupcxx_quickRef, cuda_quickRef, mpi_quickRef)


Textbooks & Recommended Reads