Lucas Böttcher

According to our database, Lucas Böttcher authored at least 27 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications.

Lucas Böttcher, Gregory R. Wheeler

CoRR, 2024

Organizational Selection of Innovation.

Lucas Böttcher, Ronald Klingebiel

CoRR, 2024

Control of Medical Digital Twins with Artificial Neural Networks.

Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher

CoRR, 2024

Metamodeling and Control of Medical Digital Twins.

Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher

CoRR, 2024

Dynamical processes on metric networks.

Lucas Böttcher, Mason A. Porter

CoRR, 2024

2023

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

Lucas Böttcher, Mason A. Porter

SIAM J. Appl. Math., February, 2023

Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks.

Lucas Böttcher, Thomas Asikis, Ioannis Fragkos

INFORMS J. Comput., 2023

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

Lucas Böttcher

CoRR, 2023

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

Hosein Masoomy, Tom Chou, Lucas Böttcher

CoRR, 2023

2022

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

Lucas Böttcher, Thomas Asikis

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

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

Mingtao Xia, Lucas Böttcher, Tom Chou

IEEE Trans. Netw. Sci. Eng., 2022

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

Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Inigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman

PLoS Comput. Biol., 2022

Complex networks with complex weights.

Lucas Böttcher, Mason A. Porter

CoRR, 2022

Visualizing high-dimensional loss landscapes with Hessian directions.

Lucas Böttcher, Gregory R. Wheeler

CoRR, 2022

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

Mingtao Xia, Lucas Böttcher, Tom Chou

CoRR, 2022

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

Lucas Böttcher, Thomas Asikis, Ioannis Fragkos

CoRR, 2022

Contagion Dynamics in Complex Networks.

Lucas Böttcher

Proceedings of the Automata and Complexity, 2022

2021

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

Lucas Böttcher, Mason A. Porter

SIAM J. Appl. Math., 2021

Tradeoffs in Hierarchical Voting Systems.

Lucas Böttcher, Georgia Kernell

CoRR, 2021

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

Lucas Böttcher, Nino Antulov-Fantulin, Thomas Asikis

CoRR, 2021

Random-graph models and characterization of granular networks.

Silvia Nauer, Lucas Böttcher, Mason A. Porter

J. Complex Networks, 2021

2020

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

Lucas Böttcher, Hans Gersbach

EPJ Data Sci., 2020

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

Thomas Asikis, Lucas Böttcher, Nino Antulov-Fantulin

CoRR, 2020

Unifying susceptible-infected-recovered processes on networks.

Lucas Böttcher, Nino Antulov-Fantulin

CoRR, 2020

Learning the Ising Model with Generative Neural Networks.

Francesco D'Angelo, Lucas Böttcher

CoRR, 2020

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

Lucas Böttcher

J. Complex Networks, 2020

2019

The Impact of Technologies in Political Campaigns.

Moritz Hoferer, Lucas Böttcher, Hans J. Herrmann, Hans Gersbach

CoRR, 2019