Modern Applied and Computational Mathematics (MACM) Seminar
Prof. Martin Frank, TT-Prof. Sebastian Krumscheid, Dr. Leonid Chaichenets, Dr. Jasmin Hörter
Winter Term 2024/25
The seminar usually takes place in Building 20.20, Room 367 and occasionally online, on Thursdays, from 11:30 until 12:30 (“Europe/Berlin” timezone).
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 28.11.2024 | Inés Rosellón Inclán (KIT) | On Approximating the Boltzmann Collision Operator with the Deep Operator Network DeepONet | master’s thesis defence |
| 31.10.2024 | Sanjiv Kumar Bariwal (BITS Pilani) | Non-linear collision-induced breakage equation: approximate solution and error estimation | |
| 24.10.2024 | Jonas Kusch (NMBU) | Dynamical low-rank approximation: From radiation therapy to neural networks | alternative location: Room 267 |
Description
We are starting a new weekly seminar series covering topics across the interfaces of modern applied mathematics, computational mathematics, and high-performance computing. One of our visions for this seminar series is to build bridges across working groups at the department of mathematics and the SCC, establishing a platform for promoting knowledge transfer and cross-disciplinary collaborations.
The seminar builds upon the tradition of the “Sciences - Computing - Data - Mathematics (SCDM)” seminar and is also known as the Oberseminar “Computational Science and Mathematical Methods”.
Archive
Summer Term 2024
The seminar usually took place in Building 20.30, Room 2.058 and occasionally online, on Wednesdays, from 11:30 until 12:30 (“Europe/Berlin” timezone).
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 18.09.2024 | SueHaeng Sung (FU Berlin) | Investigating Deep Learning Frameworks for Enhanced Classification of ECG Data | alternative time: 12:30 - 13:30 |
| 04.09.2024 | Abdul-Lateef Haji-Ali (HW) | Efficient Risk Estimation for the Credit Valuation Adjustment | alternative location and time: Building 20.20, Room 367, 11:00 - 12:00 |
| 29.08.2024 | Yahya Saleh (CFEL) | Augmenting Spectral Methods with Normalizing Flows and Application to solving Schrödinger Equations | alternative day: Thursday |
| 28.08.2024 | Elisa Iacomini (Unife) | Uncertainty quantification in traffic flow models | |
| 26.07.2024 | Henning Struchtrup (UVic) | Thermodynamically admissible 13-moment equations | alternative location and day: Building 20.20, Room 367, Friday |
| 03.07.2024 | Benjamin Seibold (Temple) | Swarm-Performance of Multi-Agent Systems and Connections to Equity | |
| 29.05.2024 | Hesam Tofighian (KIT) | Enhancing turbulent velocity fields for particle-laden flow simulations: A conditional deep learning super-resolution model with consideration of subgrid-scale information | |
| 17.04.2024 | Pavel Zwerschke (KIT) | On the predictive capabilities of Taylor Networks | master’s thesis defence |
Winter Term 2023/24
The seminar usually took place in Building 20.30, Room 2.066 and occasionally online, on Wednesdays, from 11:30 until 12:30 (“Europe/Berlin” timezone).
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 27.03.2024 | Steffen Schotthöfer (ORNL) | Dynamical Low-Rank Approximation for Kinetic Equations and Neural Networks | |
| 14.02.2024 | Dawit Hailu (Hereon) | ForwardNet: Generative approach to solve inverse problems | |
| 07.02.2024 | Jakob Zech (Heidelberg) | Neural and spectral operator surrogates | |
| 31.01.2024 | Philipp Hennig (Tübingen) | The Probabilistic Perspective on Computation | |
| 17.01.2024 | Maximilian Steffen (KIT) | Statistical guarantees for stochastic Metropolis-Hastings | |
| 10.01.2024 | Rabiat Ibrahim (Tlemcen) | Effect of uniform stress on Chalcogenid-based solar energy materials ZrS2 and ZrS3 | |
| 20.12.2023 | Johannes Krotz (UTK) | A Hybrid Monte Carlo, Discontinuous Galerkin method for linear kinetic transport equations | alternative time: 12:00 - 13:00 |
| 06.12.2023 | Yizhou Zhou (RWTH) | Boundary conditions for first-order hyperbolic relaxation systems | alternative location and time: Building 20.21, Room 314, 14:00 - 15:00 |
| " | Manoj Mangipudi (KIT) | Predicting of hazardous emissions from experimental data with Feed-Forward NN | |
| 22.11.2023 | Thu Thao Huynh (UGA) | Adaptive analysis of Large dependent datasets, in particular with Matérn-type Autocorrelation | remote speaker |
| 15.11.2023 | Yijia Tang (KIT) | Random batch particle methods for the Poisson-Nernst-Planck, Poisson-Boltzmann and Fokker-Planck-Landau equations | |
| 25.10.2023 | Erik Eitel (KIT) | Piecewise Objective Functions for Uncertainty-Aware IMRT Dose Optimization | bachelor’s thesis defence |
| " | Dirk Kuhn (KIT) | Analyse von PGNAA-Spektren mit Neuronalen Netzen | bachelor’s thesis defence |
Summer Term 2023
The seminar usually took place in Building 20.30, Room 1.067, on Wednesdays, from 11:30 until 12:30 (“Europe/Berlin” timezone).
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 27.09.2023 | Purusharth Saxena (Heidelberg) | Statistical framework for Heterogeneous tumor invasion in Colorectal Cancer | |
| 26.07.2023 | Raphael Schoof (KIT) | Numerical Methods for Chemo-Elastic-Plastically Coupled Battery Active Particles | |
| 19.07.2023 | Emil Løvbak (KU Leuven) | Adjoint Monte Carlo with reversible random number generators | |
| " | Sophia Bailer (KIT) | TBA | bachelor’s thesis defence |
| 12.07.2023 | Pratik Nayak (KIT) | Probabilistic modelling for Asynchronous iterative methods | |
| 05.07.2023 | Sebastian Lerch (KIT) | Deep learning models for post-processing ensemble weather forecasts | |
| 21.06.2023 | Christian Ali Mehmeti-Göpel (Mainz) | Spreads in Effective Learning Rates: The Perils of Batch Normalization During Early Training | |
| 14.06.2023 | Stephan Simonis (KIT) | Lattice Boltzmann Methods for Partial Differential Equations | |
| 06.06.2023 | Arved Bartuska (RWTH) | Double-loop quasi-Monte Carlo estimator for nested integration | alternative room, day and time: Room -1.017, Thuesday, 14:00 - 15:00 |
| 24.05.2023 | Ralf Loritz (KIT-IWG) | Revolution or just another instrument – Deep learning in hydrology | |
| 17.05.2023 | Alexandra Walter (KIT) | Human rules - AI brains: Automated target volume delineation for head and neck cancers | |
| 10.05.2023 | Richard Paul (Jülich) | Towards Uncertainty-Aware Live-Cell Image Analysis | |
| 26.04.2023 | Linus Seelinger (Heidelberg) | Advanced Uncertainty Quantification for Challenging Models: Methods and Software |
Winter Term 2022/23
The seminar usually took place in Building 20.30, Room -1.011, on Wednesdays, from 11:30 until 12:30 (“Europe/Berlin” timezone).
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 29.03.2023 | Kyrill Ho (KIT) | Application of Spectral Deferred Corrections | alternative room: 3.068; master’s thesis defence |
| 15.02.2023 | Jaroslav Borodavka (KIT) | A general maximal projection approach to uniformity testing on the hypersphere | |
| 08.02.2023 | Ole Burghardt (RPTU) | Discrete Adjoints for Multidisciplinary Problems in SU2 | |
| 01.02.2023 | Max Aehle (RPTU) | Forward-Mode Automatic Differentiation of Compiled Programs | |
| 25.01.2023 | Kuan-Yu Ke (GFZ-Potsdam) | Uncertainty quantification in 3-D seismic tomography | |
| 18.01.2023 | Niklas (KIT) | TBA | |
| 11.01.2023 | Fritz Göbel (KIT) | TBA | |
| 13.12.2022 | Robin (KIT) | TBA | alternative room, day and time: Room -1.008; Thuesday, 15:45 - 17:15 |
| 15.11.2022 | Emil Løvbak (KU Leuven) | TBA | alternative day: Tuesday |
Summer Term 2022
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 20.07.2022 | Ella Steins (RWTH) | Quantile Estimation for Transpiration Cooling | hybrid format |
| 13.07.2022 | Elnaz Azmi (KIT-SCC-D3A) | Approximation and Optimization of Environmental Simulations in High Spatio-Temporal Resolution using Machine Learning Methods | hybrid format |
| 22.06.2022 | Jasmin Hörter (SCC-SCM) | Harmonic Maps | hybrid format |
| 15.06.2022 | Mehdi Roozmeh (SCC-SCM) | Automating and Scaling task-level Parallelism of Tightly Coupled Models via code Generation | |
| 01.06.2022 | Gregor Olenik (KIT-SCC-FiNE) | Accelerating OpenFOAM simulations on GPUs | |
| 25.05.2022 | Marie Houillon (KIT-IBT-CaMo) | Porting the openCARP cardiac electrophysiology framework to GPU architectures | |
| 18.05.2022 | Mahfuja A. Khuda (UNC Charlotte) | Numerical analysis of a developing turbulent flow and conjugate heat transfer for molten salt and liquid sodium in a solar receiver | alternative time: 14:00 - 15:00 |
| 04.05.2022 | Tobias Ribizel (KIT-SCC-FiNE) | Composable Solvers in the Ginkgo Library |
Winter Term 2021/2022
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 16.03.2022 | Georgii Oblapenko (DLR) | Improving particle-based rarefied flow simulation methods | |
| 09.03.2022 | Sarah Schönbrodt (KIT-SCM) | Optimization problems in mathematical modeling activities – Opportunities and challenges from the perspective of mathematics didactics | |
| 02.032022 | Ella Steins (RWTH) | Risk Assessment for Transpiration Cooling | |
| 23.02.2022 | Sruthy Sreenivasan (KIT-SCM) | Virtual Research Environment for Materials Modelling and Data Analysis | |
| " | Mingliang Zhong (KIT-SCM) | Lattice Boltzmann method and its application | |
| 16.02.2022 | Steffen Schotthöfer (KIT-SCM) | Neural network-based, structure-preserving entropy closures for the Boltzmann moment system | |
| " | Alexandra Walter (KIT-SCM) | Automated CTV delineation for head and neck cancers respecting expert guidelines | |
| 09.02.2022 | Tim Ortkamp (KIT-SCM) | Optimization problems in radiotherapy treatment planning | |
| 02.02.2022 | Alexander Jesser (KIT-SCM) | The Manhattan Project and Neutronics Calculation Advances | |
| " | Pia Stammer (KIT-SCM) | Data-based uncertainty modeling for radiation therapy | |
| 26.01.2022 | Stephanie Hofmann (KIT-SCM) | Prediction models for words - optimization of model parameters and experiences with groups of students | |
| 19.01.2022 | Hasan Kalkan (KIT-SCM) | Parametrisation of the Lithium Ion Battery from the Electrochemical Impedance Spectroscopy | |
| " | Nikolai Pfisterer (KIT-SCM) | Applying Machine Learning to the Cellular Potts Model | |
| 12.01.2022 | Tianbai Xiao (KIT-SCM) | On scientific machine learning and its applications in kinetic theory and fluid dynamics | |
| 10.12.2021 | Maqsood Rajput (KIT-SCM) | Uncertainty quantification for atmospheric chemistry models | alternative day: Friday |
| 08.12.2021 | Emil Grigorov (TU-Sofia) | Applications and examples of (droplet-based) microfluidical flows | |
| 01.12.2021 | Philipp Beyer (KIT) | Entwicklung eines Workshops zum Thema Automatisierte Komposition mit Hilfe von Markov Ketten | |
| 10.11.2021 | Thorsten Zirwes (KIT-SCM) | Detailed Simulation of Flame Dynamics | |
| 22.09.2021 | Annika Schütz (KIT) | Tooor!!! Oder? | |
| " | Tony Peters (KIT) | First Collision Source Methods for Radiation Therapy |
Winter Term 2020/21
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 17.02.2021 | Jonas Kusch (KIT-SCC-SCM) | Ray-effect mitigation techniques for radiation transport | |
| 10.02.2021 | Tvrtko Dorešić (RWTH/KIT-CSMM) | Global Weak Solution for the Landau-Lifshitz-Vlasov-Maxwell System | |
| 03.02.2021 | Gayatri Čaklović (Jülich/KIT-CSMM) | Paralpha: a parallel-in-time and space PDE solver | |
| 27.01.2021 | Sarah Schönbrodt (KIT-SCC-SCM) | Recommender Systems, the Netflix Challenge, and an interactive workshop for high-school students | |
| " | Jannick Wolters (KIT-SCC-SCM) | Sparse PGNAA measurement reconstruction | |
| 20.01.2021 | Kirsten Wohak (KIT-SCC-SCM) | Interactive teaching and learning materials for the mathematics of inverse problems | |
| 16.12.2020 | Pia Stammer (KIT-SCC-SCM) | Mathematics and uncertainties in particle therapy | |
| " | Alexandra Walter (KIT-SCC-SCM) | Human rules - AI brains: Automated CTV delineation for head and neck cancers | |
| 09.12.2020 | Steffen Schotthöfer (KIT-IANM-CSMM) | Hybrid machine learning and numerical methods for radiative transport equations | |
| " | Maqsood Rajput (KIT-SCC-SCM) | Uncertainty quantification in climate models for ozone | |
| 02.12.2020 | Stephanie Hofmann (KIT-SCC-SCM) | Using stochastic Language Models for word predictions - Workshop for pupils | |
| " | Dr. Yun Long (KIT-SCC-SCM) | Research on Hydraulics in Pumps and Future Research on Thermal Performances of Molten Salt Receivers | |
| 25.11.2020 | Alexander Jesser (KIT-SCC-SCM) | Neutron Transport Simulations for Radioactive Waste Characterization |
Summer Term 2020
The seminar usually took place online, on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remark |
|---|---|---|---|
| 22.04.2020 | Heike Fliegl (KIT-INT) | Innovation Platform MaterialDigital | |
| 10.06.2020 | Charlotte Wedler | Parameter Optimization for Ray Effect Mitigation Techniques |
Winter Term 2019/2020
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remark |
|---|---|---|---|
| 2020-03-25 | Isabel Alznauer | Symplectic integrators for Hamiltonian systems | online |
| 11.03.2020 | Jonona Yakupova | Inclusion of corrosion protection measures in an AI framework | |
| 04.03.2020 | Maqsood Rajput (KIT-CSMM) | Filtered Stochastic Galerkin Method for Radiative transfer and Fluid dynamics | |
| 19.02.2020 | Mehdi Roozmeh (KIT-SCC-SCM) | Scalable Computing Techniques | |
| 12.02.2020 | Pia Stammer (KIT-SCC-SCM) | Uncertainty Quantification in Radiation Therapy | |
| 31.01.2020 | Julian Köllermeier (KU Leuven) | Reducing the model error of moment equations using filters | |
| 22.01.2020 | Torsten Trimborn (RWTH) | Kinetic Modeling of Residual Neural Networks | |
| 16.01.2020 | Nikolai Kornev (Rostock) | Generation of Artificial Velocity and Scalar Fluctuations based on Divergence-Free Vortex Particles | alternative place and time: Emil-Mosonyi-SR, 15:45-16:45 |
| 18.12.2019 | Ryan G. McClarren (Notre Dame) | Dynamic Mode Decomposition for Particle Transport Calculations: Computing Eigenvalues and Accelerating Convergence | |
| 11.12.2019 | Michael Weimer (KIT-IMK-ASF/KIT-SCC) | Mountian-wave induced Polar Stratospheric Clouds in ICON-ART | |
| 04.12.2019 | Zecan Tu (KIT-SCC) | Thermal analysis of the high-temperature component with composites material and the simulation of heat and mass transfer in molten salt receivers of solar tower power plants | |
| 27.11.2019 | Tillmann Mühlpfordt (KIT-IAI) | Presentation of PolyChaos.jl | |
| 02.10.2019 | Samuel Braun (KIT-SCC) | Presentation of the source code editor Visual Studio Code and the extension Remote Development |
Winter Term 2018/19
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remark |
|---|---|---|---|
| 20.03.2019 | Christoph Peters (KIT-IVD) | Moment-Based Methods for Real-Time Shadows and Fast Transient Imaging | |
| 13.03.2019 | Axel von der Weth (KIT-INR) | Hydrogen transport in metallic media | |
| 06.03.2019 | Nikolai Pfinsterer | NAStJA MPI+GPU and Report MPI+X | |
| 20.02.2019 | Antonio Figueroa (RWTH) | Nuclear Archaeology for Nuclear Arms Control | |
| " | Bernd Schuller (Jülich) | Federated Computing with UNICORE | |
| 23.01.2019 | Hasan Kalkan | Quantum Order Finding Algorithm | |
| 09.01.2019 | Jan Giesselmann (TU Darmstadt) | A posteriori error analysis for (random) systems of hyperbolic conservation laws | |
| 12.12.2018 | Gayatri Čaklović (Jülich) | Parallel Computation of the Hyperbolic QR Factorization | |
| 05.12.2018 | Lennart Hilbert (KIT-ITG) | Information retrieval and three-dimensional organization in the cell nucleus | |
| 21.11.2018 | Manuel Drehwald | Parallelizing a sieve using OpenMP | |
| 11.11.2018 | Samuel Braun | Die Smoothed Particle Hydrodynamics Methode für die Simulation von Mehrphasenströmungen | |
| 07.11.2018 | Holger Obermaier | Performance tools - an overview | |
| 31.10.2018 | Matthias Vandichel (Aalto) | Description of metal-oxide/metal interfaces in catalysis with kinetic modeling | |
| 24.10.2018 | Marco Berghoff | An Early Preview of "Non-collective Scalable Global Network Based on Local Communications" | |
| 17.10.2018 | M. Paul Laiu (ORNL) | A Constraint-Reduced MPC Algorithm for Convex Quadratic Programming, with a Modified Active Set Identification Scheme | |
| 10.10.2018 | Yohanes Pramudya (KIT-INT) | High throughput screening of MOF for gas separations | |
| 01.10.2018 | Markus Uhlmann (KIT-IFH) | Large-scale, fully-resolved DNS of particulate flow systems | alternative date: Monday |
Summer Term 2018
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remarks |
|---|---|---|---|
| 23.08.2018 | Kai Krycki (AINT GmbH) | Mathematical topics at AINT | alternative day: Thursday |
| 22.08.2018 | Eckhard Wehrse | Scanning beam path optimization for proton therapy | bachelor’s thesis defence |
| 08.08.2018 | Teddy Pichard | On hyperbolic systems with stiff source terms | |
| " | Philipp Schenkel | Untersuchung von maschinellen Lernansätzen im Bereich Textverstehen | bachelor’s thesis defence |
| 01.08.2018 | Robert Speck (Jülich) | Parallel-in-time integration | |
| 25.07.2018 | Benjamin Seibold (Temple University) | Phantom Traffic Jams and Traffic Flow Control via Autonomous Vehicles | |
| 18.07.2018 | Ivan Kondov | Scalable polynomial propagators for classical molecular dynamics | |
| 11.07.2018 | Rainer Stotzka | Automatische Layoutanalyse mittelalterlicher Handschriften und frühneuzeitlicher Drucke | |
| 02.07.2018 | Malte Goettsche | Nuclear Archaeology: Reconstructing Past Fissile Material Production | alternative day: Monday |
| 20.06.2018 | Kirsten Wohak | Complex modeling: animated movies and computer tomography | |
| 06.06.2018 | Matthias Schäfer | TBA | |
| 30.05.2018 | Jonas Kusch | TBA | |
| 25.05.2018 | Oscar Lopez Pouso (USC) | Numerical solution of the Fokker-Planck equation in 1D slab geometry | alternative day: Friday |
| 24.05.2018 | Cory Hauck | Multiscale convergence properties for spectral approximations of a model kinetic equation | |
| 16.05.2018 | Ryan G. McClarren (Notre Dame) | TBA | |
| 02.05.2018 | Qian Yang (Stanford University) | Big Data for Physical Science: Statistical Learning and Model Reduction of Complex Chemical Reaction Networks |
Winter Term 2017/2018
The seminar usually took place on Wednesdays.
| Date | Speaker (Affiliation) | Title | Remark |
|---|---|---|---|
| 28.03.2018 | Camilla Lummerzheim | Ein hierarchisches Modulsystem | |
| 21.03.2018 | Michael Weimer | Polar Stratospheric Clouds in ICON-ART | |
| 14.03.2018 | Jordan Denev | Transient Flame Straining and Flame Response Time | |
| 07.03.2018 | Mehmet Soysal | ADA-FS | |
| 28.02.2018 | Asfaw Yohannes | Computational study of small negatively charged platinum clusters | |
| 21.02.2018 | Philipp Hamberger | Condensation of fast pyrolysis vapors | |
| 14.02.2018 | Marouen Ben Said (KIT-IBG) | Phasenfeldmodellierung – Benetzung von Flüssigkeiten auf festen Oberflächen | |
| 07.02.2018 | Morris Kurz | Asynchronous Finite Difference Schemes for HPC | |
| 05.02.2018 | Jannick Wolters (RWTH) | TBA | alternative day: Monday |
| " | Maike Sube (RWTH) | TBA | " |
| 31.01.2018 | Carlos Schmidt Muniz | Optimal Control of Solar Thermal Power Plants | |
| 24.01.2018 | Marco Berghoff | Vorstellung des NAStJA Frameworks: HPC für Phasenfeld, kristallines Phasenfeld und zellulärem Potts Modell | |
| 17.02.2018 | George Pitchurov (TU-Sofia) | Modelling of Ultraviolet Germicidal Irradiation | |
| " | Maren Hattebuhr | Teaching high-school students about the statistics and mathematical models of climate change | |
| 10.01.2018 | Ivan Kondov | Upscaling approaches for simulation in materials science | |
| 13.12.2017 | Bruno Dubroca (Université de Bordeaux) | M1 model for the irradiation of materials | |
| 06.12.2017 | Thomas Camminady | Ray effect mitigation in transport simulations | |
| 29.11.2017 | Hartwig Anzt, Rudolf Lohner, Simon Raffeiner | Report on SC'17 | |
| 22.11.2017 | Shugo Yasuda (University of Hyogo) | Synchronized molecular-dynamics simulation via macroscopic heat and momentum transports | |
| 15.11.2017 | Michail Bachijski (KIT-SCC-SimLab Energy) | TBA | master’s thesis defence |
| " | Georgi Nikolov | TBA | master’s thesis defence |
| 08.11.2017 | Olaf Schneider | Enabling Computational Science |