Search Results for author: Jannes Nys

Found 5 papers, 4 papers with code

Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation

2 code implementations12 Mar 2024 Jannes Nys, Gabriel Pescia, Alessandro Sinibaldi, Giuseppe Carleo

Understanding the real-time evolution of many-electron quantum systems is essential for studying dynamical properties in condensed matter, quantum chemistry, and complex materials, yet it poses a significant theoretical and computational challenge.

Variational Monte Carlo

Network control by a constrained external agent as a continuous optimization problem

1 code implementation23 Aug 2021 Jannes Nys, Milan van den Heuvel, Koen Schoors, Bruno Merlevede

Social science studies dealing with control in networks typically resort to heuristics or describing the static control distribution.

Communication coordination in network controllability

no code implementations10 May 2021 Milan van den Heuvel, Jannes Nys

Edge controllability is shown to relax this communication assumption but aims to control the dynamics of the edge states and not the node states, thus answering a fundamentally different question.

Neural Additive Vector Autoregression Models for Causal Discovery in Time Series

1 code implementation19 Oct 2020 Bart Bussmann, Jannes Nys, Steven Latré

We train deep neural networks that extract the (additive) Granger causal influences from the time evolution in multi-variate time series.

Causal Discovery Time Series +1

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