Kislaya Ravi, M.Sc.
Technische Universität München
TUM School of CIT
Department of Computer Science
Boltzmannstrasse 3
85748 Garching
Germany
Office: MI 02.05.057
Mail: kislaya@in.tum.de
Tel: +49-89-289-18630
Fax: +49-89-289-18607
Office Hours: by arrangement
Background
- Doctoral Candidate, Chair of Scientific Computing, Technical University Munich, Munich, Germany
- Master in Science (MSc), Computational Science and Engineering, Technical University Munich, Munich, Germany
- Master in Technology (MTech.), Machine Design, Indian Institute of Technology (BHU), Varanasi, India
- Bachelor in Technology (BTech.), Mechanical Engineering, Indian Institute of Technology (BHU), Varanasi, India
Research interests
- Multifidelity
- Uncertainity Quantification
- Gaussian Process
- Sparse Grids Methods
- Machine Learning
- Stochastic Optimization
Projects
Teaching
- Scientific Computing II (IN2141)SS20
- Algorithm of Uncertainity Quantifications (IN2345) SS20, SS21
- Scientific Computing I (IN2005) WS20, WS21
- Master-Praktikum - Machine Learning in Crowd Modeling & Simulation (IN2106, IN4267) WS20, SS21, WS21
- Seminar High Dimensional Methods in Scientific Computing (IN2107,IN0014,IN2183) SS20
Open and Running Student Projects
Open Student Projects
- Multi-fidelity bayesian inverse using hamilton markov chain monte carlo
- Multi-fidelity dyanamic systems
Running Student Projects
- Adaptive multi-fidelity gaussian process
Finished Student Projects
Publications
Talks
- Multi-fidelity No-U-Turn Sampling. SIAM CSE 2023, 2023 mehr…
- Multifidelity Polynomial Chaos Expansion Using Leja Grid Points. SIAM UQ 2022, 2022 mehr…
- Multi-fidelity No-U-Turn Sampling. MCQMC 2022, 2022 mehr…
- MULTI-FIDELITY DIMENSION-ADAPTIVE POLYNOMIAL CHAOS EXPANSION FOR PLASMA MICRO-INSTABILITY ANALYSIS. CSAI 2021, 2021 mehr…