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List of works by Felix Dietrich

An Emergent Space for Distributed Data with Hidden Internal Order through Manifold Learning

scientific article published on 22 November 2018

Bridging the gap: From cellular automata to differential equation models for pedestrian dynamics

scientific article published in 2014

Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator.

scientific article published in October 2017

Gradient navigation model for pedestrian dynamics ⬇️

scientific article published on 3 June 2014

Inter-Golgi transport mediated by COPI-containing vesicles carrying small cargoes.

scientific article

Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning

scientific article published in 2023

Learning emergent partial differential equations in a learned emergent space

scientific article published in 2022

Linking Gaussian process regression with data-driven manifold embeddings for nonlinear data fusion

scientific article published on 19 April 2019

Local conformal autoencoder for standardized data coordinates

scientific article published on 23 November 2020

Manifold learning for organizing unstructured sets of process observations

scientific article published on 01 April 2020

On learning Hamiltonian systems from data

scientific article published on 01 December 2019

datafold: data-driven models for point clouds and time series on manifolds

scientific article published on 14 July 2020

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