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Realistic control of network dynamics

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Improved network performance via antagonism: From synthetic rescues to multi‐drug combinations
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Weakly Connected Neural Networks
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Numerical Solution of Stochastic Differential Equations
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Large granular lymphocyte leukemia
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The entrainment and migration controls of multiple-attractor systems
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Dynamic programming for impulse controls
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The Potential Landscape of Genetic Circuits Imposes the Arrow of Time in Stem Cell Differentiation
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Induction of Pluripotent Stem Cells from Mouse Embryonic and Adult Fibroblast Cultures by Defined Factors
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Towards an understanding of lineage specification in hematopoietic stem cells: A mathematical model for the interaction of transcription factors GATA-1 and PU.1
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Methods for determination and approximation of the domain of attraction
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Generation of Human Induced Pluripotent Stem Cells by Direct Delivery of Reprogramming Proteins
inferredcites →https://doi.org/10.1016/j.stem.2010.08.012openalex-snapshot
Highly Efficient Reprogramming to Pluripotency and Directed Differentiation of Human Cells with Synthetic Modified mRNA
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Bifurcation dynamics in lineage-commitment in bipotent progenitor cells
inferredcites →https://doi.org/10.1016/s0169-5347(99)01723-1openalex-snapshot
Trophic cascades revealed in diverse ecosystems
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Controlling chaotic systems with multiple strange attractors
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Control Techniques for Complex Networks
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Sequential Quadratic Programming
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Catastrophic shifts in ecosystems
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Ecology for bankers
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Predicting synthetic rescues in metabolic networks
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Catastrophic cascade of failures in interdependent networks
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Systemic risk in banking ecosystems
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Controllability of complex networks
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Network pharmacology: the next paradigm in drug discovery
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Rescuing ecosystems from extinction cascades through compensatory perturbations
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Controlling edge dynamics in complex networks
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Spontaneous synchrony in power-grid networks
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Network medicine: a network-based approach to human disease
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Critical points and transitions in an electric power transmission model for cascading failure blackouts
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Network model of survival signaling in large granular lymphocyte leukemia
inferredcites →https://doi.org/10.1073/pnas.1009772108openalex-snapshot
Dispensability of Escherichia coli ’s latent pathways
inferredcites →https://doi.org/10.1073/pnas.1203808109openalex-snapshot
Genetic switchboard for synthetic biology applications
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Computational unsolvability of domains of attraction of nonlinear systems
inferredcites →https://doi.org/10.1103/physreve.64.046203openalex-snapshot
Controlling the multistability of nonlinear systems with coexisting attractors
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Controllability Transition and Nonlocality in Network Control
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Scaling behavior of chaotic systems with riddled basins
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Master Stability Functions for Synchronized Coupled Systems
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Annihilation of One of the Coexisting Attractors in a Bistable System
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Capacity of Oscillatory Associative-Memory Networks with Error-Free Retrieval
inferredcites →https://doi.org/10.1103/physrevlett.93.098701openalex-snapshot
Cascade Control and Defense in Complex Networks
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Traffic and related self-driven many-particle systems
inferredcites →https://doi.org/10.1109/81.633897openalex-snapshot
Bifurcation control of two nonlinear models of cardiac activity
inferredcites →https://doi.org/10.1109/9780470545577openalex-snapshot
Power System Control and Stability
inferredcites →https://doi.org/10.1109/acc.2009.5160374openalex-snapshot
Global swing instability in the New England power grid model
inferredcites →https://doi.org/10.1109/hicss.2007.500openalex-snapshot
Stochastic Model for Power Grid Dynamics
inferredcites →https://doi.org/10.1109/tac.1974.1100557openalex-snapshot
Structural controllability
inferredcites →https://doi.org/10.1109/tac.1985.1104057openalex-snapshot
On the estimation of asymptotic stability regions: State of the art and new proposals
inferredcites →https://doi.org/10.1109/tcsi.2004.834513openalex-snapshot
Evidence for Self-Organized Criticality in a Time Series of Electric Power System Blackouts
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A Practical Method for the Direct Analysis of Transient Stability
inferredcites →https://doi.org/10.1109/tpwrs.2005.857942openalex-snapshot
Causes of the 2003 Major Grid Blackouts in North America and Europe, and Recommended Means to Improve System Dynamic Performance
inferredcites →https://doi.org/10.1126/science.1171990openalex-snapshot
Predicting the Behavior of Techno-Social Systems
inferredcites →https://doi.org/10.1137/1.9780898717631openalex-snapshot
Probabilistic Boolean Networks
inferredcites →https://doi.org/10.1142/s0218127499001814openalex-snapshot
MASTER STABILITY FUNCTIONS FOR SYNCHRONIZED COUPLED SYSTEMS
inferredcites →https://doi.org/10.1186/1471-2105-11-233openalex-snapshot
Odefy - From discrete to continuous models
inferredcites →https://doi.org/10.1186/1752-0509-3-98openalex-snapshot
Transforming Boolean models to continuous models: methodology and application to T-cell receptor signaling
inferredcites →https://doi.org/10.1198/tech.2007.s458openalex-snapshot
Nonlinear Programming Theory and Algorithms
inferredcites →https://doi.org/10.1371/journal.pcbi.1002267openalex-snapshot
Dynamical and Structural Analysis of a T Cell Survival Network Identifies Novel Candidate Therapeutic Targets for Large Granular Lymphocyte Leukemia
inferredcites →https://doi.org/10.1515/9781400831470openalex-snapshot
Distributed Control of Robotic Networks
inferredcites →https://doi.org/10.1634/theoncologist.11-3-263openalex-snapshot
Large Granular Lymphocyte Leukemia
inferredcites →https://doi.org/10.4249/scholarpedia.1701openalex-snapshot
Basin of attraction
inferredcites →https://doi.org/10.5194/gmd-2016-45-rc1openalex-snapshot
Numerical solution of stochastic differential equations

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Dynamic information routing in complex networks
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Ranking in interconnected multilayer networks reveals versatile nodes
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Spectrum of controlling and observing complex networks
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Data-driven control of complex networks
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AI Pontryagin or how artificial neural networks learn to control dynamical systems
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Functional control of oscillator networks
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Community structure-regulation coupling reveals optimal information diffusion
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Isotopy and energy of physical networks
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Reviving a failed network through microscopic interventions
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More is different in real-world multilayer networks
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Steering complex networks toward desired dynamics
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Appropriate time to apply control input to complex dynamical systems
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Heuristic assessment of choices for risk network control
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Identifying important nodes in complex networks based on extended degree and E-shell hierarchy decomposition
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Modularity-based approach identifies small sets of control nodes in synthetic and biological Boolean networks
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Programmable pattern formation in cellular systems with local signaling
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The physics of brain network structure, function and control
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Transittability of complex networks and its applications to regulatory biomolecular networks
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Controllability and observability analysis for vertex domination centrality in directed networks
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Controlling Networks of Nonlinearly-Coupled Nodes using Response Surfaces
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Intrinsic dynamics induce global symmetry in network controllability
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Convergence behaviour and Control in Non-Linear Biological Networks
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Targets of drugs are generally and targets of drugs having side effects are specifically good spreaders of human interactome perturbations
inferred← citeshttps://doi.org/10.1038/srep18693openalex-snapshot
Topological constraints on network control profiles
inferred← citeshttps://doi.org/10.1038/srep20706openalex-snapshot
Control of Multilayer Networks
inferred← citeshttps://doi.org/10.1038/srep23952openalex-snapshot
Effect of correlations on controllability transition in network control
inferred← citeshttps://doi.org/10.1038/srep24252openalex-snapshot
Optimizing Dynamical Network Structure for Pinning Control
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Noise Response Data Reveal Novel Controllability Gramian for Nonlinear Network Dynamics
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Control efficacy of complex networks
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Interaction Control to Synchronize Non-synchronizable Networks
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Correlations in the degeneracy of structurally controllable topologies for networks
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Minimum steering node set of complex networks and its applications to biomolecular networks
inferred← citeshttps://doi.org/10.1063/1.4907708openalex-snapshot
Controllability and observability of Boolean networks arising from biology
inferred← citeshttps://doi.org/10.1063/1.4931570openalex-snapshot
Networkcontrology
inferred← citeshttps://doi.org/10.1063/1.4954273openalex-snapshot
On controlling networks of limit-cycle oscillators
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Patterns of patterns of synchronization: Noise induced attractor switching in rings of coupled nonlinear oscillators
inferred← citeshttps://doi.org/10.1063/1.4968695openalex-snapshot
Modeling gene regulatory networks: A network simplification algorithm
inferred← citeshttps://doi.org/10.1063/1.4984627openalex-snapshot
Reduced-order description of transient instabilities and computation of finite-time Lyapunov exponents
inferred← citeshttps://doi.org/10.1063/1.5083060openalex-snapshot
Edgetic perturbations to eliminate fixed-point attractors in Boolean regulatory networks
inferred← citeshttps://doi.org/10.1063/1.5109784openalex-snapshot
Plasticity facilitates pattern selection of networks of chemical oscillations
inferred← citeshttps://doi.org/10.1063/5.0011506openalex-snapshot
Terminating transient chaos in spatially extended systems
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Chaos: From theory to applications for the 80th birthday of Otto E. Rössler
inferred← citeshttps://doi.org/10.1063/5.0080843openalex-snapshot
Structure-based approach to identifying small sets of driver nodes in biological networks
inferred← citeshttps://doi.org/10.1063/5.0214746openalex-snapshot
Detection of minimal extended driver nodes in energetic costs reduction
inferred← citeshttps://doi.org/10.1063/pt.3.3426openalex-snapshot
The unfolding and control of network cascades
inferred← citeshttps://doi.org/10.1073/pnas.1617387114openalex-snapshot
Structure-based control of complex networks with nonlinear dynamics
inferred← citeshttps://doi.org/10.1073/pnas.1808080116openalex-snapshot
Predicting growth rate from gene expression
inferred← citeshttps://doi.org/10.1073/pnas.2113750119openalex-snapshot
Functional observability and target state estimation in large-scale networks
inferred← citeshttps://doi.org/10.1073/pnas.2122566119openalex-snapshot
Prevalence and scalable control of localized networks
inferred← citeshttps://doi.org/10.1073/pnas.2312942121openalex-snapshot
Cell reprogramming design by transfer learning of functional transcriptional networks
inferred← citeshttps://doi.org/10.1080/13658816.2018.1487561openalex-snapshot
Improving the throughput of transportation networks with a time-optimization routing strategy
inferred← citeshttps://doi.org/10.1080/15325008.2018.1509918openalex-snapshot
Maximum Basin Stability Principle for Synchronization Stability Control of Smart Grid
inferred← citeshttps://doi.org/10.1080/23307706.2023.2229340openalex-snapshot
Synchronisation of interconnected network of nonlinear systems with Lipschitz nonlinear coupling using contraction approach
inferred← citeshttps://doi.org/10.1080/23746149.2026.2645192openalex-snapshot
Compressing complexity: a critical synthesis of structural, analytical, and data-driven dimensionality reduction in dynamical networks
inferred← citeshttps://doi.org/10.1088/0951-7715/29/8/2327openalex-snapshot
Maximal switchability of centralized networks
inferred← citeshttps://doi.org/10.1088/1367-2630/16/11/115011openalex-snapshot
Improving power grid transient stability by plug-in electric vehicles
inferred← citeshttps://doi.org/10.1088/1367-2630/16/12/123055openalex-snapshot
Structural controllability of temporal networks
inferred← citeshttps://doi.org/10.1088/1367-2630/18/1/013004openalex-snapshot
Stability threshold approach for complex dynamical systems
inferred← citeshttps://doi.org/10.1088/1367-2630/aa574fopenalex-snapshot
Understanding the controllability of complex networks from the microcosmic to the macrocosmic
inferred← citeshttps://doi.org/10.1088/1367-2630/aab5e6openalex-snapshot
Interval stability for complex systems
inferred← citeshttps://doi.org/10.1088/1367-2630/ac5057openalex-snapshot
A direct method to detect deterministic and stochastic properties of data
inferred← citeshttps://doi.org/10.1088/1367-2630/acb45aopenalex-snapshot
External field and critical exponents in controlling dynamics on complex networks
inferred← citeshttps://doi.org/10.1088/1402-4896/ae569dopenalex-snapshot
Spatiotemporal synchronization patterns in large arrays of coupled triode-based van der Pol oscillators
inferred← citeshttps://doi.org/10.1088/1674-1056/ab99abopenalex-snapshot
Effect of degree correlation on edge controllability of real networks*
inferred← citeshttps://doi.org/10.1088/1674-1056/adbedeopenalex-snapshot
Active learning attraction basins of dynamical system
inferred← citeshttps://doi.org/10.1088/1741-2552/ab6e8bopenalex-snapshot
A practical guide to methodological considerations in the controllability of structural brain networks
inferred← citeshttps://doi.org/10.1088/1742-5468/aa64f9openalex-snapshot
Controllability and observability of cascading failure networks
inferred← citeshttps://doi.org/10.1088/1742-5468/aa6de6openalex-snapshot
Constrained target controllability of complex networks
inferred← citeshttps://doi.org/10.1088/1742-5468/ac41cfopenalex-snapshot
Optimal control of complex networks with conformity behavior
inferred← citeshttps://doi.org/10.1088/1742-6596/2549/1/012023openalex-snapshot
Robust Optimization of Chemical Networks Based on Dynamic Nonlinear Load Capacity Model
inferred← citeshttps://doi.org/10.1088/1751-8121/50/3/034006openalex-snapshot
Action selection in growing state spaces: control of network structure growth
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Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics
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Control principles for complex biological networks
inferred← citeshttps://doi.org/10.1093/bib/bbz089openalex-snapshot
Network control principles for identifying personalized driver genes in cancer
inferred← citeshttps://doi.org/10.1093/bioinformatics/btx769openalex-snapshot
Model-based design of bistable cell factories for metabolic engineering
inferred← citeshttps://doi.org/10.1093/bioinformatics/btz371openalex-snapshot
Controlling large Boolean networks with single-step perturbations
inferred← citeshttps://doi.org/10.1098/rspa.2015.0005openalex-snapshot
Selective monostability in multi-stable systems
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A minimization principle for the description of modes associated with finite-time instabilities
inferred← citeshttps://doi.org/10.1101/2025.07.22.666141openalex-snapshot
Pairwise Causal Discovery in Biochemical Network: A Survey on Directionality Inference within Complex Networks from Stationary Observations
inferred← citeshttps://doi.org/10.1101/503565openalex-snapshot
A novel structure-based control method for analyzing nonlinear dynamics in biological networks
inferred← citeshttps://doi.org/10.1103/33lg-7kmcopenalex-snapshot
Equivalence between nonlinear graph-based dynamics and linear dynamics on higher-order networks
inferred← citeshttps://doi.org/10.1103/957n-78kxopenalex-snapshot
Linear control theory for jammed particle systems
inferred← citeshttps://doi.org/10.1103/ns4h-tg99openalex-snapshot
Experimental observations of cluster synchronization in a biologically inspired neuronal network of chaotic electronic oscillators
inferred← citeshttps://doi.org/10.1103/physics.6.120openalex-snapshot
How to Control Your Dragons
inferred← citeshttps://doi.org/10.1103/physreve.100.022318openalex-snapshot
Controllability limit of edge dynamics in complex networks
inferred← citeshttps://doi.org/10.1103/physreve.103.042315openalex-snapshot
What adaptive neuronal networks teach us about power grids
inferred← citeshttps://doi.org/10.1103/physreve.110.014209openalex-snapshot
Resonancelike emergence of chaos in complex networks of damped-driven nonlinear systems
inferred← citeshttps://doi.org/10.1103/physreve.111.034205openalex-snapshot
Directed ratchet transport in starlike networks of driven damped pendula by localized symmetry-breaking-inducing excitations
inferred← citeshttps://doi.org/10.1103/physreve.91.012803openalex-snapshot
Optimal pinning controllability of complex networks: Dependence on network structure
inferred← citeshttps://doi.org/10.1103/physreve.93.062210openalex-snapshot
Impulse-induced localized control of chaos in starlike networks
inferred← citeshttps://doi.org/10.1103/physreve.94.022306openalex-snapshot
Pinning control of chimera states
inferred← citeshttps://doi.org/10.1103/physreve.94.032316openalex-snapshot
Controllability of multiplex, multi-time-scale networks
inferred← citeshttps://doi.org/10.1103/physreve.95.042318openalex-snapshot
Controllability of giant connected components in a directed network
inferred← citeshttps://doi.org/10.1103/physreve.95.052219openalex-snapshot
Emergence of chaos in starlike networks of dissipative nonlinear oscillators by localized parametric excitations
inferred← citeshttps://doi.org/10.1103/physreve.99.012317openalex-snapshot
Controllability and maximum matchings of complex networks
inferred← citeshttps://doi.org/10.1103/physrevlett.111.078701openalex-snapshot
Controlling Self-Organizing Dynamics on Networks Using Models that Self-Organize
inferred← citeshttps://doi.org/10.1103/physrevlett.119.248302openalex-snapshot
Cascading Failures as Continuous Phase-Space Transitions
inferred← citeshttps://doi.org/10.1103/physrevlett.119.268301openalex-snapshot
Locally Optimal Control of Complex Networks
inferred← citeshttps://doi.org/10.1103/physrevresearch.3.l032045openalex-snapshot
Why temporal networks are more controllable: Link weight variation offers superiority
inferred← citeshttps://doi.org/10.1103/physrevresearch.4.013040openalex-snapshot
Degree-targeted cascades in modular, degree-heterogeneous networks
inferred← citeshttps://doi.org/10.1103/physrevresearch.4.013221openalex-snapshot
Neural ordinary differential equation control of dynamics on graphs
inferred← citeshttps://doi.org/10.1103/physrevresearch.5.033009openalex-snapshot
Structure-based approach to identify driver nodes in ensembles of biologically inspired Boolean networks
inferred← citeshttps://doi.org/10.1103/physrevresearch.5.033138openalex-snapshot
Foresight and relaxation enable efficient control of nonlinear complex systems
inferred← citeshttps://doi.org/10.1103/physrevx.5.011005openalex-snapshot
Observability and Controllability of Nonlinear Networks: The Role of Symmetry
inferred← citeshttps://doi.org/10.1103/physrevx.5.031036openalex-snapshot
Control of Stochastic and Induced Switching in Biophysical Networks
inferred← citeshttps://doi.org/10.1103/physrevx.9.041046openalex-snapshot
Structural Invertibility and Optimal Sensor Node Placement for Error and Input Reconstruction in Dynamic Systems
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