Open Access
Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications
Published online: 08 May 2023
DOI: 10.1140/epje/s10189-023-00290-x
The European Physical Journal E - Soft Matter and Biological Physics
Quantitative AI in Complex Fluids and Complex Flows: Challenges and Benchmarks
Luca Biferale, Michele Buzzicotti and Massimo Cencini (Guest editors)
Machine learning for optimal flow control in an axial compressor
Published online: 12 April 2023
DOI: 10.1140/epje/s10189-023-00284-9
Open Access
Deep reinforcement learning for turbulent drag reduction in channel flows
Published online: 11 April 2023
DOI: 10.1140/epje/s10189-023-00285-8
Deep reinforcement learning for the olfactory search POMDP: a quantitative benchmark
Published online: 20 March 2023
DOI: 10.1140/epje/s10189-023-00277-8
Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks
Published online: 20 March 2023
DOI: 10.1140/epje/s10189-023-00276-9
Assimilation of statistical data into turbulent flows using physics-informed neural networks
Published online: 09 March 2023
DOI: 10.1140/epje/s10189-023-00268-9
Curriculum learning for data-driven modeling of dynamical systems
Published online: 08 March 2023
DOI: 10.1140/epje/s10189-023-00269-8
Open Access
Toward learning Lattice Boltzmann collision operators
Published online: 06 March 2023
DOI: 10.1140/epje/s10189-023-00267-w
Taming Lagrangian chaos with multi-objective reinforcement learning
Published online: 03 March 2023
DOI: 10.1140/epje/s10189-023-00271-0
Optimizing airborne wind energy with reinforcement learning
Published online: 19 January 2023
DOI: 10.1140/epje/s10189-022-00259-2
Inferring turbulent environments via machine learning
Published online: 31 December 2022
DOI: 10.1140/epje/s10189-022-00258-3
