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Publications

ML-PWS: Estimating the Mutual Information Between Experimental Time Series Using Neural Networks
Manuel Reinhardt, Gašper Tkačik, Pieter Rein ten Wolde • arXiv (under review in Phys. Rev. Lett.) • 2025
Mutual Information Rate – Linear Noise Approximation and Exact Computation
Manuel Reinhardt, Age J. Tjalma, Anne-Lena Moor, et al. • arXiv • 2025
PhD Thesis: Quantifying the Flow of Information
Manuel Reinhardt • Vrije Universiteit Amsterdam • 2025
State- versus Reaction-Based Information Processing in Biochemical Networks
Anne-Lena Moor, Age Tjalma, Manuel Reinhardt, et al. • arXiv (under review in Phys. Rev. Lett.) • 2025
Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories
Manuel Reinhardt, Gašper Tkačik, Pieter Rein ten Wolde • Physical Review X • 2023