Simon M. Koop

According to our database, Simon M. Koop authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

VADA-NF: Improved Data-Driven Simulation of Nanopore Sequencing.

Simon Martinus Koop, Mohammad Mahdi Mehmanchi, Jonas Niederle, Marc Pagès-Gallego, Vlado Menkovski

Mach. Learn., March, 2026

2024

Understanding complex crowd dynamics with generative neural simulators.

Koen Minartz, Fleur Hendriks, Simon Martinus Koop, Alessandro Corbetta, Vlado Menkovski

CoRR, 2024

Neural Langevin Dynamics: Towards Interpretable Neural Stochastic Differential Equations.

Simon Martinus Koop, Mark A. Peletier, Jacobus Willem Portegies, Vlado Menkovski

Proceedings of the Northern Lights Deep Learning Conference, 2024

VADA: A Data-Driven Simulator for Nanopore Sequencing.

Jonas Niederle, Simon M. Koop, Marc Pagès-Gallego, Vlado Menkovski

Proceedings of the Discovery Science - 27th International Conference, 2024

2023

Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics.

Koen Minartz, Yoeri Poels, Simon M. Koop, Vlado Menkovski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023