Lucas Böttcher

42 papers Journal 41Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph energy as a measure of community detectability in networks. CoRR Lucas Böttcher, Mason A. Porter, Santo Fortunato
2025	J	`jnl`	Aggregating multiple test results to improve medical decision-making. PLoS Comput. Biol. Lucas Böttcher, Maria R. D'Orsogna, Tom Chou
2025	J	`jnl`	Control of dynamical systems with neural networks. CoRR Lucas Böttcher
2025	J	`jnl`	Correction: Aggregating multiple test results to improve medical decision-making. PLoS Comput. Biol. Lucas Böttcher, Maria R. D'Orsogna, Tom Chou
2025	J	`jnl`	Dynamical Processes on Metric Networks. SIAM J. Appl. Dyn. Syst. Lucas Böttcher, Mason A. Porter
2025	J	`jnl`	Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley-Terry Model. CoRR Yurun Ge, Lucas Böttcher, Tom Chou, Maria R. D'Orsogna
2025	J	`jnl`	Efficient portfolio selection through preference aggregation with Quicksort and the Bradley-Terry model. J. Comput. Sci. Yurun Ge, Lucas Böttcher, Tom Chou, Maria R. D'Orsogna
2025	J	`jnl`	Optimal control of agent-based models via surrogate modeling. PLoS Comput. Biol. Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher
2025	J	`jnl`	Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations. PLoS Comput. Biol. Jiancheng Zhang, Xiangting Li, Xiaolu Guo, Zhaoyi You, Lucas Böttcher, Alex Mogilner, Alexander Hoffmann, Tom Chou, Mingtao Xia
2025	J	`jnl`	idinn: A Python Package for Inventory-Dynamics Control with Neural Networks. J. Open Source Softw. Jiawei Li, Thomas Asikis, Ioannis Fragkos, Lucas Böttcher
2024	J	`jnl`	Clustering-induced localization of quantum walks on networks. CoRR Lucas Böttcher, Mason A. Porter
2024	J	`jnl`	Control of Medical Digital Twins with Artificial Neural Networks. CoRR Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher
2024	J	`jnl`	Dynamical processes on metric networks. CoRR Lucas Böttcher, Mason A. Porter
2024	J	`jnl`	Metamodeling and Control of Medical Digital Twins. CoRR Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher
2024	J	`jnl`	Organizational Selection of Innovation. CoRR Lucas Böttcher, Ronald Klingebiel
2024	J	`jnl`	Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications. CoRR Lucas Böttcher, Gregory R. Wheeler
2023	J	`jnl`	Control of Dual-Sourcing Inventory Systems Using Recurrent Neural Networks. INFORMS J. Comput. Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
2023	J	`jnl`	Erratum: Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks. SIAM J. Appl. Math. Lucas Böttcher, Mason A. Porter
2023	J	`jnl`	Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion. CoRR Lucas Böttcher
2023	J	`jnl`	Impact of random and targeted disruptions on information diffusion during outbreaks. CoRR Hosein Masoomy, Tom Chou, Lucas Böttcher
2023	J	`jnl`	Spectrally adapted physics-informed neural networks for solving unbounded domain problems. Mach. Learn. Sci. Technol. Mingtao Xia, Lucas Böttcher, Tom Chou
2022	J	`jnl`	Complex networks with complex weights. CoRR Lucas Böttcher, Mason A. Porter
2022	—	`conf`	Contagion Dynamics in Complex Networks. Automata and Complexity Lucas Böttcher
2022	J	`jnl`	Controlling Epidemics Through Optimal Allocation of Test Kits and Vaccine Doses Across Networks. IEEE Trans. Netw. Sci. Eng. Mingtao Xia, Lucas Böttcher, Tom Chou
2022	J	`jnl`	Epidemic management and control through risk-dependent individual contact interventions. PLoS Comput. Biol. 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
2022	J	`jnl`	Near-optimal control of dynamical systems with neural ordinary differential equations. CoRR Lucas Böttcher, Thomas Asikis
2022	J	`jnl`	Near-optimal control of dynamical systems with neural ordinary differential equations. Mach. Learn. Sci. Technol. Lucas Böttcher, Thomas Asikis
2022	J	`jnl`	Solving Inventory Management Problems with Inventory-dynamics-informed Neural Networks. CoRR Lucas Böttcher, Thomas Asikis, Ioannis Fragkos
2022	J	`jnl`	Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems. CoRR Mingtao Xia, Lucas Böttcher, Tom Chou
2022	J	`jnl`	Visualizing high-dimensional loss landscapes with Hessian directions. CoRR Lucas Böttcher, Gregory R. Wheeler
2021	J	`jnl`	Classical and Quantum Random-Walk Centrality Measures in Multilayer Networks. SIAM J. Appl. Math. Lucas Böttcher, Mason A. Porter
2021	J	`jnl`	Controlling epidemics through optimal allocation of test kits and vaccine doses across networks. CoRR Mingtao Xia, Lucas Böttcher, Tom Chou
2021	J	`jnl`	Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions. CoRR 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
2021	J	`jnl`	Implicit energy regularization of neural ordinary-differential-equation control. CoRR Lucas Böttcher, Nino Antulov-Fantulin, Thomas Asikis
2021	J	`jnl`	Random-graph models and characterization of granular networks. J. Complex Networks Silvia Nauer, Lucas Böttcher, Mason A. Porter
2021	J	`jnl`	Tradeoffs in Hierarchical Voting Systems. CoRR Lucas Böttcher, Georgia Kernell
2020	J	`jnl`	A Random-Line-Graph Approach to Overlapping Line Segments. J. Complex Networks Lucas Böttcher
2020	J	`jnl`	Learning the Ising Model with Generative Neural Networks. CoRR Francesco D'Angelo, Lucas Böttcher
2020	J	`jnl`	NNC: Neural-Network Control of Dynamical Systems on Graphs. CoRR Thomas Asikis, Lucas Böttcher, Nino Antulov-Fantulin
2020	J	`jnl`	The great divide: drivers of polarization in the US public. EPJ Data Sci. Lucas Böttcher, Hans Gersbach
2020	J	`jnl`	Unifying susceptible-infected-recovered processes on networks. CoRR Lucas Böttcher, Nino Antulov-Fantulin
2019	J	`jnl`	The Impact of Technologies in Political Campaigns. CoRR Moritz Hoferer, Lucas Böttcher, Hans J. Herrmann, Hans Gersbach