Lucas Böttcher

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Centrality Measures

Ordinary Differential Equations

Dynamical Systems

Top Venues

J. Complex Networks

SIAM J. Appl. Math.

Mach. Learn. Sci. Technol.

Publications

Lucas Böttcher, Gregory R. Wheeler
Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications. CoRR (2024)
Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher
Control of Medical Digital Twins with Artificial Neural Networks. CoRR (2024)
Lucas Böttcher, Ronald Klingebiel
Organizational Selection of Innovation. CoRR (2024)
Lucas Böttcher, Mason A. Porter
Dynamical processes on metric networks. CoRR (2024)
Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher
Metamodeling and Control of Medical Digital Twins. CoRR (2024)
Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks. INFORMS J. Comput. 35 (6) (2023)
Hosein Masoomy, Tom Chou, Lucas Böttcher
Impact of random and targeted disruptions on information diffusion during outbreaks. CoRR (2023)
Lucas Böttcher, Mason A. Porter
Erratum: Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks. SIAM J. Appl. Math. 83 (1) (2023)
Lucas Böttcher
Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion. CoRR (2023)
Mingtao Xia, Lucas Böttcher, Tom Chou
Controlling Epidemics Through Optimal Allocation of Test Kits and Vaccine Doses Across Networks. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Lucas Böttcher, Gregory R. Wheeler
Visualizing high-dimensional loss landscapes with Hessian directions. CoRR (2022)
Lucas Böttcher, Thomas Asikis
Near-optimal control of dynamical systems with neural ordinary differential equations. CoRR (2022)
Lucas Böttcher, Mason A. Porter
Complex networks with complex weights. CoRR (2022)
Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks. CoRR (2022)
Lucas Böttcher, Thomas Asikis
Near-optimal control of dynamical systems with neural ordinary differential equations. Mach. Learn. Sci. Technol. 3 (4) (2022)
Lucas Böttcher
Contagion Dynamics in Complex Networks. Automata and Complexity (2022)
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
Epidemic management and control through risk-dependent individual contact interventions. PLoS Comput. Biol. 18 (6) (2022)
Mingtao Xia, Lucas Böttcher, Tom Chou
Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems. CoRR (2022)
Lucas Böttcher, Nino Antulov-Fantulin, Thomas Asikis
Implicit energy regularization of neural ordinary-differential-equation control. CoRR (2021)
Mingtao Xia, Lucas Böttcher, Tom Chou
Controlling epidemics through optimal allocation of test kits and vaccine doses across networks. CoRR (2021)
Silvia Nauer, Lucas Böttcher, Mason A. Porter
Random-graph models and characterization of granular networks. J. Complex Networks 8 (5) (2021)
Lucas Böttcher, Georgia Kernell
Tradeoffs in Hierarchical Voting Systems. CoRR (2021)
Lucas Böttcher, Mason A. Porter
Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks. SIAM J. Appl. Math. 81 (6) (2021)
Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Iñigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions. CoRR (2021)
Thomas Asikis, Lucas Böttcher, Nino Antulov-Fantulin
NNC: Neural-Network Control of Dynamical Systems on Graphs. CoRR (2020)
Lucas Böttcher, Nino Antulov-Fantulin
Unifying susceptible-infected-recovered processes on networks. CoRR (2020)
Francesco D'Angelo, Lucas Böttcher
Learning the Ising Model with Generative Neural Networks. CoRR (2020)
Lucas Böttcher
A Random-Line-Graph Approach to Overlapping Line Segments. J. Complex Networks 8 (4) (2020)
Lucas Böttcher, Hans Gersbach
The great divide: drivers of polarization in the US public. EPJ Data Sci. 9 (1) (2020)
Moritz Hoferer, Lucas Böttcher, Hans J. Herrmann, Hans Gersbach
The Impact of Technologies in Political Campaigns. CoRR (2019)