Date and Place
October 4-15, 2021
Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University (UHD), Germany and Department of Computational and Data Sciences (CDS) at Indian Institute of Science Bangalore (IISc).
The school will be a hybrid event with live sessions at both places and streaming to offsite participants.
This summer school is part of our HASC grant in the Indo-german Partnership programme that we have together with the Department of Computational and Data Sciences (CDS) at Indian Institute of Science Bangalore (IISc).
Bring together Ph.D. candidates from Mathematics, Computer Science and Scientific Computing to study the interplay of efficient numerical algorithms with modern computer hardware.
First week October 4-8 is filled with lectures covering all aspects from hardware, programming models and algorithms to applications.
Second week October 11-15 features small projects lead by a pair of supervisors from India and Germany.
- Aspects of modern processor architectures
- Programming models and accelerator programming
- Scalable methods for solving partial differential equations (PDEs)
- Optimal control of PDEs
- Large-scale Bayesian interference and data assimilation
- Energy-aware numerical methods
- Konduri Aditya (CDS, IISc)
- Peter Bastian (IWR, UHD)
- Praveen Chandrashekar (TIFR CAM)
- Sashikumaar Ganesan (CDS, IISc)
- Roland Herzog (IWR, UHD)
- Vincent Heuveline (IWR, UHD)
- Guido Kanschat (IWR, UHD)
- Phani Motamarri (CDS, IISc)
- Dirk Pleiter (KTH, Stockholm)
- Robert Scheichl (IAM/IWR, UHD)
- Deepak Subramani (CDS, IISc)
- Jakob Zech (IWR, UHD)
Lecture Schedule October 4-8
|Monday, October 4, 2021||Tuesday, October 5, 2021||Wednesday, October 6, 2021||Thursday, October 7, 2021||Friday, October 8, 2021|
|Time India||Time Germany|
|11:30 - 13:00||8:00 - 9:30||Lecture 1||Peter Bastian||Dirk Pleiter||Konduri Aditya||Dirk Pleiter||Deepak Subramani|
|Programming Models for Heterogeneous Parallel Systems||Performance engineering on modern processor architectures||A scalable asynchronous computing method for solving PDEs at extreme scale||Introduction to accelerated HPC architectures||Bayesian Data Assimilation, Inverse Problems and Digital Twins|
|13:30 - 15:00||10:00 - 11:30||Lecture 2||Sashikumaar Ganesan||Peter Bastian||Roland Herzog||Praveen Chandrashekar||Jakob Zech|
|AI & ML in Scientific Computing: A Boon or a Bane?||Multilevel Spectral Domain Decomposition Methods||Mesh-independent algorithms for optimal control of partial differential equations||Lax-Wendroff flux reconstruction method for convection-dominated problems||Large-Scale Bayesian Inference: Sparse-grid and Transport methods|
|16:00 - 17:30||12:30 - 14:00||Lecture 3||Deepak Subramani||Sashikumaar Ganesan||Robert Scheichl||Vincent Heuveline||Phani Motamarri|
|GPU accelerated Optimal Path Planning of Marine Robots||GPU-Accelerated Algebraic Multigrid Implementations||Generalised Multiscale FEs: Efficient Offline/Online HPC Implementation||Energy-aware numerical methods for CFD||Large-scale nonlinear eigenvalue problems on heterogenous parallel architectures|
|18:00 - 19:30||14:30 - 16:00||Lecture 4||Guido Kanschat||Robert Scheichl|
|Efficient block smoothers in multigrid||Large-Scale Bayesian Inference: Efficient Sampling-Based Approaches|
Mini Projects October 11-15
This summer school is funded by German Academic Exchange Service (DAAD) and University Grants Commission (UGC) as part of the Indo-German Partnership Programme.