Talks (selection)
03/2024 | Tensor-based approaches for modeling and simulation of molecular systems @ 94th GAMM Annual Meeting, Magdeburg, Germany |
02/2024 | Fredholm integral equations for the training of shallow neural networks @ SIAM Conference on Uncertainty Quantification, Trieste, Italy |
01/2024 | Tensor decompositions for modeling and analysis of chemical processes, dynamical systems, supervised-learning problems, and quantum computing @ IBM Research Zurich Group Seminar, online |
09/2023 | Fredholm integral equations for the training of shallow neural networks @ 7th ZIB-IMI-ISM-NUS-RIKEN-MODAL Workshop on Future Algorithms and Applications, Berlin, Germany |
09/2023 | Quantum computing and integer programming @ NHR Conference '23, Berlin, Germany |
06/2023 | Fredholm integral equations for the training of shallow neural networks @ WIAS Joint Seminar on Optimization, Control, and Inverse Problems, Berlin, Germany |
06/2023 | Fredholm integral equations for the training of shallow neural networks @ DESY CQTA Seminar, Zeuthen, Germany |
06/2023 | Fredholm integral equations for the training of shallow neural networks @ QOPT Workshop, Berlin, Germany |
03/2023 | Solving kinetic master equations with tensor trains @ SIAM Conference on Computational Science and Engineering, Amsterdam, Netherlands |
11/2022 | Tensor networks for simulating quantum computers @ MATH+ Emergent Field Workshop, Berlin, Germany |
10/2022 | The tensor-train format and its applications: Modeling and analysis of chemical processes, dynamical systems, supervised-learning problems, and quantum computing @ Tensor Learning Team, RIKEN-AIP, online |
09/2022 | Low-rank tensor decompositions of quantum circuits @ 6th RIKEN-IMI-ISM-NUS-ZIB-MODAL-NHR Workshop, Tokyo, Japan |
09/2022 | Surrogate modeling for chemical kinetics using data-driven tensor methods @ MATH+ Cluster Days, Berlin, Germany |
06/2022 | Tensor-based training of neural networks @ 24th Conference of the International Linear Algebra Society, Galway, Ireland |
06/2022 | Quantum computers & quantum simulation: The role of quantum computing in science and technology @ MATH+ SAB Meeting, Berlin, Germany |
05/2022 | Low-rank tensor decompositions of quantum circuits @ QuantAlgo-QOPT workshop, Brussels, Belgium |
03/2021 | Tensor- and kernel-based recovery of dynamical systems @ CRC 1114 Scaling Cascades in Complex Systems, online |
12/2019 | Tensor-based algorithms for image classification @ Workshop on Mathematics of Deep Learning, Berlin, Germany |
05/2019 | Data-driven and tensor-based analysis of multiscale systems @ SCCS Days 2019, Zeuthen, Germany |
03/2018 | The tensor-train format and its applications: Modeling and analysis of chemical reaction networks, catalytic processes, fluid flows, and Brownian dynamics @ 89th GAMM Annual Meeting, Munich, Germany |
03/2018 | Tensor-train approximations for catalytic reaction systems @ DPG-Frühjahrstagung 2018, Berlin, Germany |
08/2017 | Solving the master equation without kinetic Monte Carlo: Tensor-train approximations for a CO oxidation model @ 7th International Symposium on Energy, Manchester, United Kingdom |
05/2017 | The tensor-train format and its applications: Modeling and analysis of chemical reaction networks, catalytic processes, fluid flows, and Brownian dynamics @ BMS STEM LAUNCH Study Tour, Berlin, Germany |
05/2017 | The tensor-train format and its applications: Modeling and analysis of chemical reaction networks, catalytic processes, fluid flows, and Brownian dynamics @ CRC 1114 Spring School 2017, Berlin, Germany |
03/2017 | Solving the master equation without kinetic Monte Carlo: Tensor-train approximations for a CO oxidation model @ DPG-Frühjahrstagung 2017, Dresden, Germany |
01/2017 | SLIM-decomposition of tensor train operators for nearest-neighbor interaction networks @ MODRED Workshop on Model Reduction of Complex Dynamical Systems, Odense, Denmark |
04/2016 | Tensor approximations of chemical master equations and transfer operators @ Matheon Center Days, Berlin, Germany |
01/2016 | Tensor approximations of (chemical) master equations @ ECMath Workshop, Berlin, Germany |