Lucas Böttcher

Luis L. Fonseca

Reinhard C. Laubenbacher

CoRR, 2024

Metamodeling and Control of Medical Digital Twins.

[BibT_eX]

[DOI]

Luis L. Fonseca

Borna Mehrad

Reinhard C. Laubenbacher

CoRR, 2024

Dynamical processes on metric networks.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Erratum: Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks.

[BibT_eX]

[DOI]

SIAM J. Appl. Math., February, 2023

Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion.

[BibT_eX]

[DOI]

CoRR, 2023

Impact of random and targeted disruptions on information diffusion during outbreaks.

[BibT_eX]

[DOI]

Hosein Masoomy

Tom Chou

CoRR, 2023

2022

Near-optimal control of dynamical systems with neural ordinary differential equations.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., December, 2022

Controlling Epidemics Through Optimal Allocation of Test Kits and Vaccine Doses Across Networks.

[BibT_eX]

[DOI]

Mingtao Xia

Tom Chou

IEEE Trans. Netw. Sci. Eng., 2022

Epidemic management and control through risk-dependent individual contact interventions.

[BibT_eX]

[DOI]

Alfredo Garbuno-Inigo

Gregory LeClaire Wagner

PLoS Comput. Biol., 2022

Complex networks with complex weights.

[BibT_eX]

[DOI]

CoRR, 2022

Visualizing high-dimensional loss landscapes with Hessian directions.

[BibT_eX]

[DOI]

Gregory R. Wheeler

CoRR, 2022

Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems.

[BibT_eX]

[DOI]

Mingtao Xia

Tom Chou

CoRR, 2022

Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks.

[BibT_eX]

[DOI]

Ioannis Fragkos

CoRR, 2022

Contagion Dynamics in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Automata and Complexity, 2022

2021

Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks.

[BibT_eX]

[DOI]

SIAM J. Appl. Math., 2021

Tradeoffs in Hierarchical Voting Systems.

[BibT_eX]

[DOI]

Georgia Kernell

CoRR, 2021

Implicit energy regularization of neural ordinary-differential-equation control.

[BibT_eX]

[DOI]

Nino Antulov-Fantulin

CoRR, 2021

Random-graph models and characterization of granular networks.

[BibT_eX]

[DOI]

Silvia Nauer

J. Complex Networks, 2021

2020

The great divide: drivers of polarization in the US public.

[BibT_eX]

[DOI]

Hans Gersbach

EPJ Data Sci., 2020

NNC: Neural-Network Control of Dynamical Systems on Graphs.

[BibT_eX]

[DOI]

Nino Antulov-Fantulin

CoRR, 2020

Unifying susceptible-infected-recovered processes on networks.

[BibT_eX]

[DOI]

Nino Antulov-Fantulin

CoRR, 2020

Learning the Ising Model with Generative Neural Networks.

[BibT_eX]

[DOI]

Francesco D'Angelo

CoRR, 2020

A Random-Line-Graph Approach to Overlapping Line Segments.

[BibT_eX]

[DOI]