J. Nathan Kutz
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American applied mathematician
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J. Nathan Kutzmathematics Degrees
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Applied Mathematics
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Mathematics
J. Nathan Kutz's Degrees
- PhD Applied Mathematics California Institute of Technology
- Masters Applied Mathematics California Institute of Technology
- Bachelors Mathematics University of California, Davis
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Why Is J. Nathan Kutz Influential?
(Suggest an Edit or Addition)According to Wikipedia, José Nathan Kutz is the Robert Bolles and Yasuko Endo Professor within the Department of Applied Mathematics at the University of Washington in Seattle. His main research interests involve non-linear waves and coherent structures , as well as dimensionality reduction and data-analysis techniques for complex systems.
J. Nathan Kutz's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Discovering governing equations from data by sparse identification of nonlinear dynamical systems (2015) (2219)
- On dynamic mode decomposition: Theory and applications (2013) (1261)
- Data-driven discovery of partial differential equations (2016) (906)
- Dynamic mode decomposition - data-driven modeling of complex systems (2016) (736)
- Deep learning for universal linear embeddings of nonlinear dynamics (2017) (722)
- Dynamic Mode Decomposition with Control (2014) (554)
- Deep learning in fluid dynamics (2017) (508)
- Data-Driven Science and Engineering (2019) (491)
- Data-driven discovery of coordinates and governing equations (2019) (399)
- Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control (2015) (358)
- Chaos as an intermittently forced linear system (2016) (354)
- Extracting spatial–temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition (2014) (329)
- Sparse identification of nonlinear dynamics for model predictive control in the low-data limit (2017) (286)
- Inferring Biological Networks by Sparse Identification of Nonlinear Dynamics (2016) (246)
- Bose-Einstein condensates in standing waves: the cubic nonlinear Schrödinger equation with a periodic potential. (2000) (236)
- Multiresolution Dynamic Mode Decomposition (2015) (229)
- Model selection for dynamical systems via sparse regression and information criteria (2017) (209)
- Data-driven discovery of Koopman eigenfunctions for control (2017) (208)
- Data-Driven Sparse Sensor Placement for Reconstruction: Demonstrating the Benefits of Exploiting Known Patterns (2017) (197)
- Generalizing Koopman Theory to Allow for Inputs and Control (2016) (180)
- Data-Driven Identification of Parametric Partial Differential Equations (2018) (178)
- Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data (2013) (175)
- Bose-Einstein Condensates in Standing Waves (2001) (175)
- Flower discrimination by pollinators in a dynamic chemical environment (2014) (173)
- Mode-Locked Soliton Lasers (2006) (165)
- Stabilized pulse spacing in soliton lasers due to gain depletion and recovery (1998) (161)
- Computing spectra of linear operators using the Floquet-Fourier-Hill method (2006) (160)
- Sparse Identification of Nonlinear Dynamics with Control (SINDYc) (2016) (144)
- Deep learning of dynamics and signal-noise decomposition with time-stepping constraints (2018) (137)
- Variable Projection Methods for an Optimized Dynamic Mode Decomposition (2017) (133)
- Modern Koopman Theory for Dynamical Systems (2021) (127)
- Compressive Sensing Based Machine Learning Strategy For Characterizing The Flow Around A Cylinder With Limited Pressure Measurements (2013) (125)
- Short cavity erbium/ytterbium fiber lasers mode-locked with a saturable Bragg reflector (1997) (116)
- Sidelobe Canceling for Reconfigurable Holographic Metamaterial Antenna (2014) (115)
- Stability of repulsive Bose-Einstein condensates in a periodic potential. (2000) (114)
- Data-driven modeling and learning in science and engineering (2019) (112)
- Dynamic Mode Decomposition for Real-Time Background/Foreground Separation in Video (2014) (110)
- Hamiltonian dynamics of dispersion-managed breathers (1998) (110)
- Sparse identification of nonlinear dynamics for rapid model recovery. (2018) (109)
- Compressive Sensing and Low-Rank Libraries for Classification of Bifurcation Regimes in Nonlinear Dynamical Systems (2013) (109)
- Compressed sensing and dynamic mode decomposition (2016) (106)
- Randomized Matrix Decompositions using R (2016) (102)
- Pulse-train uniformity in optical fiber lasers passively mode-locked by nonlinear polarization rotation (2000) (102)
- Dynamic mode decomposition for financial trading strategies (2015) (102)
- Spectral analysis of fluid flows using sub-Nyquist-rate PIV data (2014) (101)
- SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics (2020) (97)
- Compressed dynamic mode decomposition for background modeling (2015) (95)
- Geometrical description of the onset of multi-pulsing in mode-locked laser cavities (2010) (94)
- Discovery of Nonlinear Multiscale Systems: Sampling Strategies and Embeddings (2018) (93)
- Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers (2017) (89)
- Theory of passive harmonic mode-locking using waveguide arrays. (2008) (86)
- The Evans function for nonlocal equations (2004) (83)
- Shallow neural networks for fluid flow reconstruction with limited sensors (2020) (82)
- Sparse Principal Component Analysis via Variable Projection (2018) (82)
- A Unified Framework for Sparse Relaxed Regularized Regression: SR3 (2018) (82)
- Randomized Dynamic Mode Decomposition (2017) (82)
- Bit-error-ratio improvement with 2R optical regenerators (2005) (81)
- Dissipative soliton resonance in a passively mode-locked fiber laser. (2011) (80)
- Spectral filtering for high-energy mode-locking in normal dispersion fiber lasers (2008) (79)
- Nonlinear Model Order Reduction via Dynamic Mode Decomposition (2016) (78)
- PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data (2020) (70)
- Time-Delay Observables for Koopman: Theory and Applications (2018) (69)
- Enhanced Supercontinuum Generation through Dispersion-Management. (2005) (69)
- Compressive sampling and dynamic mode decomposition (2013) (69)
- Dispersion-managed breathers with average normal dispersion. (1998) (67)
- Passive mode-locking by use of waveguide arrays. (2005) (67)
- Nonlinear mode-coupling for passive mode-locking: application of waveguide arrays, dual-core fibers, and/or fiber arrays. (2005) (64)
- Stability of pulses in the master mode-locking equation (2002) (64)
- Mode-locking pulse dynamics in a fiber laser with a saturable Bragg reflector (1997) (60)
- Operating regimes, split-step modeling, and the Haus master mode-locking model (2009) (58)
- Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control (2021) (57)
- Exploiting sparsity and equation-free architectures in complex systems (2014) (57)
- Nonlinear Dynamics of Mode-locking Optical Fiber Ring Lasers (2002) (57)
- Model selection for hybrid dynamical systems via sparse regression (2018) (57)
- Stability of attractive Bose-Einstein condensates in a periodic potential. (2000) (56)
- Numerical simulation of the semi-classical limit of the focusing nonlinear Schrödinger equation (1999) (56)
- Sparse Sensor Placement Optimization for Classification (2016) (56)
- A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data (2019) (56)
- Pulse propagation in nonlinear optical fiber lines that employ phase-sensitive parametric amplifiers (1994) (52)
- Renin-Angiotensin-Aldosterone System Inhibition Increases Podocyte Derivation from Cells of Renin Lineage. (2016) (51)
- Long-distance pulse propagation in nonlinear optical fibers by using periodically spaced parametric amplifiers. (1993) (51)
- Greedy Sensor Placement With Cost Constraints (2018) (49)
- Applied Koopman Theory for Partial Differential Equations and Data-Driven Modeling of Spatio-Temporal Systems (2018) (48)
- Stability of stationary states in the cubic nonlinear Schrödinger equation: applications to the Bose-Einstein condensate. (2000) (48)
- Low-dimensional functionality of complex network dynamics: neurosensory integration in the Caenorhabditis Elegans connectome. (2013) (46)
- Discovery of Physics From Data: Universal Laws and Discrepancies (2019) (46)
- Bose-Einstein condensates in a one-dimensional double square well: Analytical solutions of the nonlinear Schrödinger equation (2002) (46)
- Nonlinear model reduction for dynamical systems using sparse sensor locations from learned libraries. (2015) (46)
- Multi-resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking (2015) (45)
- Data-Driven Methods in Fluid Dynamics: Sparse Classification from Experimental Data (2017) (45)
- Dynamic mode decomposition for compressive system identification (2017) (45)
- Randomized CP tensor decomposition (2017) (45)
- Modulational stability of plane waves in nonreturn-to-zero communications systems with dispersion management. (1996) (45)
- Extremum-Seeking Control of a Mode-Locked Laser (2013) (44)
- Self-Tuning Fiber Lasers (2014) (43)
- Cascaded higher-order soliton for non-adiabatic pulse compression (2010) (43)
- Transition dynamics for multi-pulsing in mode-locked lasers. (2009) (43)
- Deep model predictive flow control with limited sensor data and online learning (2020) (43)
- Multi-Resolution Dynamic Mode Decomposition (2015) (42)
- Classification of birefringence in mode-locked fiber lasers using machine learning and sparse representation. (2014) (42)
- Generalized Master Equation for High-Energy Passive Mode-Locking: The Sinusoidal Ginzburg–Landau Equation (2011) (41)
- Optimal Sensor and Actuator Selection Using Balanced Model Reduction (2018) (41)
- Nonlinear femtosecond pulse reshaping in waveguide arrays (2008) (41)
- Dynamics of periodic multi-component Bose-Einstein condensates (2003) (40)
- PySINDy: A comprehensive Python package for robust sparse system identification (2021) (40)
- Predicting shim gaps in aircraft assembly with machine learning and sparse sensing (2017) (40)
- Randomized nonnegative matrix factorization (2017) (39)
- Transition Dynamics for Multi-Pulsing in Mode-Locked Lasers (2010) (38)
- DeepGreen: deep learning of Green’s functions for nonlinear boundary value problems (2020) (37)
- Learning dominant physical processes with data-driven balance models (2020) (37)
- Scaling Fiber Lasers to Large Mode Area: An Investigation of Passive Mode-Locking Using a Multi-Mode Fiber (2011) (37)
- Discovering Conservation Laws from Data for Control (2018) (37)
- From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction (2020) (36)
- Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning (2020) (36)
- Identifying critical regions for spike propagation in axon segments (2014) (36)
- Spectral filtering for mode locking in the normal dispersive regime. (2008) (35)
- Dynamic mode decomposition for plasma diagnostics and validation. (2017) (35)
- Automatic differentiation to simultaneously identify nonlinear dynamics and extract noise probability distributions from data (2020) (35)
- Variational method for mode-locked lasers (2008) (35)
- Numerical Differentiation of Noisy Data: A Unifying Multi-Objective Optimization Framework (2020) (35)
- Dynamics and Stability of Bose-Einstein Condensates: The Nonlinear Schrödinger Equation with Periodic Potential (2001) (34)
- SpectrUW: A laboratory for the numerical exploration of spectra of linear operators (2007) (34)
- Methods for data-driven multiscale model discovery for materials (2019) (34)
- Dimensionality reduction and reduced-order modeling for traveling wave physics (2019) (33)
- Hierarchical deep learning of multiscale differential equation time-steppers (2020) (33)
- The Proper Orthogonal Decomposition for Dimensionality Reduction in Mode-Locked Lasers and Optical Systems (2012) (32)
- Forecasting dengue fever in Brazil: An assessment of climate conditions (2019) (32)
- Extremum-seeking control of the beam pattern of a reconfigurable holographic metamaterial antenna. (2016) (32)
- Dual lineage tracing shows that glomerular parietal epithelial cells can transdifferentiate toward the adult podocyte fate. (2019) (32)
- Structural Load Estimation Using Machine Vision and Surface Crack Patterns for Shear-Critical RC Beams and Slabs (2018) (31)
- Shallow Learning for Fluid Flow Reconstruction with Limited Sensors and Limited Data (2019) (31)
- Compromised axonal functionality after neurodegeneration, concussion and/or traumatic brain injury (2014) (31)
- Inferring connectivity in networked dynamical systems: Challenges using Granger causality. (2016) (31)
- Deep Model Predictive Control with Online Learning for Complex Physical Systems (2019) (30)
- Intracavity dynamics in high-power mode-locked fiber lasers (2010) (30)
- Stability of Pulses in Nonlinear Optical Fibers Using Phase-Sensitive Amplifiers (1996) (30)
- Data-Driven Approximations of Dynamical Systems Operators for Control (2019) (30)
- PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data. (2020) (30)
- Data-driven vision-based inspection for reinforced concrete beams and slabs: Quantitative damage and load estimation (2018) (29)
- Environment identification in flight using sparse approximation of wing strain (2016) (29)
- Phase retrieval using nonlinear diversity. (2013) (29)
- Modeling thermodynamic trends of rotating detonation engines (2020) (28)
- Theory and simulation of passive modelocking dynamics using a long-period fiber grating (2003) (28)
- Data-Driven Sparse Sensor Placement (2017) (27)
- Diagnostic tools for evaluating the impact of Focal Axonal Swellings arising in neurodegenerative diseases and/or traumatic brain injury (2015) (27)
- Compressed Singular Value Decomposition for Image and Video Processing (2017) (27)
- Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders (2022) (27)
- High-Energy Passive Mode-Locking of Fiber Lasers. (2012) (27)
- Mode-locked rotating detonation waves: Experiments and a model equation. (2019) (26)
- High-energy mode-locked fiber lasers using multiple transmission filters and a genetic algorithm. (2013) (26)
- Compound effects of aging and experimental FSGS on glomerular epithelial cells (2017) (26)
- Discovering time-varying aerodynamics of a prototype bridge by sparse identification of nonlinear dynamical systems. (2019) (26)
- Hybrid Reduced-Order Integration with Proper Orthogonal Decomposition and Dynamic Mode Decomposition (2013) (26)
- Putting a bug in ML: The moth olfactory network learns to read MNIST (2018) (26)
- Stability of exact solutions of the defocusing nonlinear Schrödinger equation with periodic potential in two dimensions (2001) (26)
- Randomized model order reduction (2016) (26)
- Compressed Dynamic Mode Decomposition for Real-Time Object Detection (2015) (25)
- Multi-Fidelity Sensor Selection: Greedy Algorithms to Place Cheap and Expensive Sensors With Cost Constraints (2020) (25)
- Optimized Sampling for Multiscale Dynamics (2017) (25)
- Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe (2014) (25)
- Biological Mechanisms for Learning: A Computational Model of Olfactory Learning in the Manduca sexta Moth, With Applications to Neural Nets (2018) (25)
- Deep learning models for global coordinate transformations that linearise PDEs (2019) (25)
- Intelligent Systems for Stabilizing Mode-Locked Lasers and Frequency Combs: Machine Learning and Equation-Free Control Paradigms for Self-Tuning Optics (2015) (23)
- Spatiotemporal Feedback and Network Structure Drive and Encode Caenorhabditis elegans Locomotion (2017) (22)
- Learning Discrepancy Models From Experimental Data (2019) (22)
- Atomic interactions in precision interferometry using Bose-Einstein condensates (2011) (22)
- Mode mixing and power diffusion in multimode optical fibers (1998) (22)
- Sparsity enabled cluster reduced-order models for control (2016) (21)
- Theory and Simulation of Passive Multifrequency Mode-Locking With Waveguide Arrays (2008) (21)
- Koopman Theory for Partial Differential Equations (2016) (21)
- Observation of the breakup of a prechirped N-soliton in an optical fiber. (1999) (21)
- Neural Activity Measures and Their Dynamics (2012) (21)
- Exact nonstationary solutions to the mean-field equations of motion for two-component Bose-Einstein condensates in periodic potentials (2004) (21)
- Optimal Sensor Placement and Enhanced Sparsity for Classification (2013) (21)
- Sex-related differences in intrinsic brain dynamism and their neurocognitive correlates (2019) (20)
- Sparsifying priors for Bayesian uncertainty quantification in model discovery (2021) (20)
- Light-bullet routing and control with planar waveguide arrays. (2010) (20)
- Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition (2018) (20)
- Deterministic generation of single soliton Kerr frequency comb in microresonators by a single shot pulsed trigger. (2017) (20)
- Dual transmission filters for enhanced energy in mode-locked fiber lasers. (2011) (20)
- Feedback through graph motifs relates structure and function in complex networks (2016) (20)
- Waveguide Array Fiber Laser (2012) (20)
- Deeptime: a Python library for machine learning dynamical models from time series data (2021) (20)
- Centering Data Improves the Dynamic Mode Decomposition (2019) (20)
- The multi-pulsing transition in mode-locked lasers: a low-dimensional approach using waveguide arrays (2010) (20)
- Classification of Spatiotemporal Data via Asynchronous Sparse Sampling: Application to Flow around a Cylinder (2015) (19)
- Combating dispersion with parametric amplifiers (1993) (19)
- Bifurcation and asymptotic stability in the large detuning limit of the optical parametric oscillator (2000) (19)
- Poincaré maps for multiscale physics discovery and nonlinear Floquet theory (2019) (19)
- SINDy-BVP: Sparse Identification of Nonlinear Dynamics for Boundary Value Problems (2020) (19)
- Toward stable, general machine-learned models of the atmospheric chemical system (2020) (18)
- Theory and simulation of dual-frequency mode-locked lasers (2006) (18)
- Streaming GPU Singular Value and Dynamic Mode Decompositions (2016) (18)
- Gordon-Haus timing jitter reduction in dispersion-managed soliton communications (1998) (18)
- Dynamic mode decomposition for multiscale nonlinear physics. (2019) (18)
- Modeling multipulsing transition in ring cavity lasers with proper orthogonal decomposition (2010) (18)
- Optimizing Waveguide Array Mode-Locking for High-Power Fiber Lasers (2009) (17)
- Bilinear dynamic mode decomposition for quantum control (2020) (17)
- Reaction time impairments in decision-making networks as a diagnostic marker for traumatic brain injuries and neurological diseases (2017) (17)
- Averaged models for passive mode-locking using nonlinear mode-coupling (2007) (17)
- The control structure of the nematode Caenorhabditis elegans: Neuro-sensory integration and proprioceptive feedback. (2017) (16)
- Theory and simulation of the dynamics and stability of actively modelocked lasers (2002) (16)
- Physics-informed dynamic mode decomposition (piDMD) (2021) (16)
- Singular instability of exact stationary solutions of the non-local Gross–Pitaevskii equation (2002) (16)
- Multistability and Long-Timescale Transients Encoded by Network Structure in a Model of C. elegans Connectome Dynamics (2017) (16)
- Master mode-locking theory for few-femtosecond pulses. (2010) (16)
- Selecting and Evaluating Representative Days for Generation Expansion Planning (2018) (16)
- Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations (2021) (16)
- Guiding-center pulse dynamics in nonreturn-to-zero (return-to-zero) communications systems with mean-zero dispersion (1997) (16)
- Stability of mode-locked pulse solutions subject to saturable gain: computing linear stability with the Floquet-Fourier-Hill method (2010) (16)
- Traveling Wave Model for Frequency Comb Generation in Single-Section Quantum Well Diode Lasers (2017) (16)
- Impact of Spectral Filtering on Multipulsing Instability in Mode-Locked Fiber Lasers (2018) (15)
- Mode-locking of fiber lasers via nonlinear mode-coupling (2005) (15)
- Sensor Selection With Cost Constraints for Dynamically Relevant Bases (2020) (15)
- A Reaction-Diffusion Model of Cholinergic Retinal Waves (2014) (15)
- Asymptotic behavior of the nonlinear Schrödinger equation with rapidly varying, mean-zero dispersion (1997) (15)
- Multifrequency mode-locked lasers (2008) (14)
- Spatial mode-locking of light bullets in planar waveguide arrays. (2009) (13)
- Bagging, optimized dynamic mode decomposition for robust, stable forecasting with spatial and temporal uncertainty quantification (2021) (13)
- Multilevel Mapping of Sexual Dimorphism in Intrinsic Functional Brain Networks (2019) (13)
- Dynamics and Bifurcations of a Planar Map Modeling Dispersion Managed Breathers (1999) (13)
- Principal component trajectories for modeling spectrally continuous dynamics as forced linear systems. (2020) (13)
- Optimal Sensor and Actuator Placement using Balanced Model Reduction (2018) (12)
- Data-Driven discovery of governing physical laws and their parametric dependencies in engineering, physics and biology (2017) (12)
- Analytic study of orthogonally polarized solitons interacting in highly birefringent optical fibers (1997) (12)
- Nonlinear Control in the Nematode C. elegans (2020) (12)
- Data-driven spatiotemporal modal decomposition for time frequency analysis (2018) (12)
- Computer Vision Based Inspection Approach to Predict Damage State and Load Level for RC Members (2017) (12)
- Mode-locked X-wave lasers. (2007) (11)
- Nonsoliton pulse evolution in normally dispersive fibers (1999) (11)
- Mode-locked matter waves in Bose–Einstein condensates (2009) (11)
- Sparse Identification of Nonlinear Dynamics (SINDy) (2016) (11)
- Dimensionally Consistent Learning with Buckingham Pi (2022) (11)
- Data-driven modeling of the olfactory neural codes and their dynamics in the insect antennal lobe (2013) (11)
- Data-Driven Stabilization of Periodic Orbits (2020) (11)
- Smoothing and parameter estimation by soft-adherence to governing equations (2018) (11)
- Stability analysis of the mode-locking dynamics in a laser cavity with a passive polarizer (2009) (11)
- Curvature dynamics and stability of topological solitons in the optical parametric oscillator (1999) (11)
- Deep reinforcement learning for optical systems: A case study of mode-locked lasers (2020) (11)
- Structured time-delay models for dynamical systems with connections to Frenet–Serret frame (2021) (11)
- Dynamics of Bose-Einstein condensates under the influence of periodic and harmonic potentials. (2007) (10)
- Passive mode-locking using phase-sensitive amplification (2008) (10)
- Multiscale physics of rotating detonation waves: Autosolitons and modulational instabilities. (2020) (10)
- Parsimony as the ultimate regularizer for physics-informed machine learning (2022) (10)
- Ideal amplifier spacing for reduction of Gordon-Haus jitter in dispersion-managed soliton communications (1998) (10)
- Continuation of periodic solutions in the waveguide array mode-locked laser (2011) (10)
- Short-pulse perturbation theory (2013) (10)
- Sparse Identification of Slow Timescale Dynamics (2020) (9)
- Theory of Q switching in actively mode-locked lasers (2006) (9)
- A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles (2021) (9)
- High-degree pulse compression and high-coherence supercontinuum generation in a convex dispersion profile (2013) (9)
- Multiresolution Convolutional Autoencoders (2020) (9)
- Unsupervised learning of control signals and their encodings in Caenorhabditis elegans whole-brain recordings (2020) (9)
- Multiwavelength lasers with homogeneous gain and intensity-dependent loss (2011) (9)
- SINDy with Control: A Tutorial (2021) (9)
- Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data (2022) (9)
- Herpes Simplex Virus-2 Genital Tract Shedding Is Not Predictable over Months or Years in Infected Persons (2014) (9)
- Dynamics of the Optical Parametric Oscillator Near Resonance Detuning (2005) (9)
- Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning (2019) (9)
- Toward Stable, General Machine‐Learned Models of the Atmospheric Chemical System (2020) (8)
- Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks (2016) (8)
- A Toolkit for Data-Driven Discovery of Governing Equations in High-Noise Regimes (2021) (8)
- Sparse Relaxed Regularized Regression: SR3 (2018) (8)
- Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems (2020) (8)
- Dynamics of a Low-Dimensional Model for Short Pulse Mode Locking (2015) (8)
- Computer vision–based damage and stress state estimation for reinforced concrete and steel fiber–reinforced concrete panels (2020) (7)
- Cognitive and behavioral deficits arising from neurodegeneration and traumatic brain injury: a model for the underlying role of focal axonal swellings in neuronal networks with plasticity (2016) (7)
- Robust and Scalable Methods for the Dynamic Mode Decomposition (2017) (7)
- Functionality and Robustness of Injured Connectomic Dynamics in C. elegans: Linking Behavioral Deficits to Neural Circuit Damage (2017) (7)
- Data-driven Discovery of Governing Physical Laws (2018) (7)
- Characterizing and simulating the performance of the physical layer of data vortex switching nodes (2003) (7)
- Discovery of Physics from Data: Universal Laws and Discrepancy Models (2019) (7)
- Stability analysis of cavity solitons governed by the cubic-quintic Ginzburg–Landau equation (2011) (7)
- Dynamic Mode Decomposition for Background Modeling (2017) (7)
- The Low Dimensionality of Time-Periodic Standing Waves in Water of Finite and Infinite Depth (2012) (7)
- Spatial distribution clamping of discrete spatial solitons due to three photon absorption in AlGaAs waveguide arrays. (2011) (7)
- Machine learning and air quality modeling (2017) (7)
- PySensors: A Python Package for Sparse Sensor Placement (2021) (7)
- Inferring causal networks of dynamical systems through transient dynamics and perturbation. (2020) (7)
- Dynamic mode decomposition for forecasting and analysis of power grid load data (2020) (7)
- Nonlinear Control of Networked Dynamical Systems (2020) (7)
- Dynamic Mode Decomposition and Sparse Measurements for Characterization and Monitoring of Power System Disturbances (2019) (7)
- Noise-induced amplitude and chirp jitter in dispersion-managed soliton communications. (1998) (6)
- Physics-informed machine learning for sensor fault detection with flight test data (2020) (6)
- Data-driven sensor placement with shallow decoder networks (2022) (6)
- Dynamic Mode Decomposition for Robust PCA with Applications to Foreground/Background Subtraction in Video Streams and Multi-Resolution Analysis (2016) (6)
- Model predictive control for robust quantum state preparation (2022) (6)
- Operating regimes and performance optimization in mode-locked fiber lasers (2010) (6)
- Analytic theory of self-similar mode-locking. (2008) (6)
- Stability, dynamics, and the onset of multi-pulsing in a mode-locked laser cavity using phase-sensitive amplification (2010) (6)
- Online Interpolation Point Refinement for Reduced-Order Models using a Genetic Algorithm (2016) (6)
- Self-tuning fiber lasers: machine learning applied to optical systems (2014) (5)
- PyNumDiff: A Python package for numerical differentiation of noisy time-series data (2022) (5)
- Dynamics of multifrequency mode-locking driven by homogenous and inhomogenous gain broadening effects (2008) (5)
- Data-Driven Forecast of Dengue Outbreaks in Brazil: A Critical Assessment of Climate Conditions for Different Capitals (2016) (5)
- Adaptive Dimensionality-Reduction for Time-Stepping in Differential and Partial Differential Equations (2017) (5)
- Including inputs and control within equation-free architectures for complex systems (2016) (5)
- Optical packet switching through multiple nodes in the data vortex architecture (2003) (5)
- Intensity dynamics in a waveguide array laser (2011) (5)
- Reaction time impairments in decision-making networks as a diagnostic marker for traumatic brain injuries and neurodegenerative diseases (2016) (5)
- Principal Component Trajectories (PCT): Nonlinear dynamics as a superposition of time-delayed periodic orbits (2020) (5)
- A new approach for determining optimal placement of PM2.5 air quality sensors: case study for the contiguous United States (2022) (5)
- Unsupervised learning of control signals and their encodings in $\textit{C. elegans}$ whole-brain recordings (2020) (5)
- 7 Data-driven methods for reduced-order modeling (2020) (4)
- Example-Based Super-Resolution Fluorescence Microscopy (2018) (4)
- Sidelobe canceling on a reconfigurable holographic metamaterial antenna (2014) (4)
- Robust Trimmed k-means (2021) (4)
- Modal Analysis of Turbulent Flow near an Inclined Bank–Longitudinal Structure Junction (2021) (4)
- Passive mode-locking using multi-mode fiber (2011) (4)
- Diffusion Maps meet Nyström (2018) (4)
- Physics-informed dynamic mode decomposition (2023) (4)
- Novel sampling strategies for dynamic mode decomposition (2013) (4)
- Estimating Memory Deterioration Rates Following Neurodegeneration and Traumatic Brain Injuries in a Hopfield Network Model (2017) (4)
- Preventing Neurodegenerative Memory Loss in Hopfield Neuronal Networks Using Cerebral Organoids or External Microelectronics (2017) (4)
- Intensity Dynamics in Semiconductor Laser Arrays (2009) (4)
- Deep Learning of Conjugate Mappings (2021) (4)
- Scalable diagnostics for global atmospheric chemistry using Ristretto library (version 1.0) (2019) (4)
- Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries (2016) (4)
- Semiconductor Diode Laser Mode-Locking by a Waveguide Array (2016) (4)
- Slow-gamma frequencies are optimally guarded against effects of neurodegenerative diseases and traumatic brain injuries (2019) (4)
- Solitons and Ultra‐Short Optical Waves: The Short‐Pulse Equation Versus the Nonlinear Schrödinger Equation (2013) (4)
- Complex Algorithms for Data-Driven Model Learning in Science and Engineering (2019) (4)
- Greedy Sensor and Actuator Placement Using Balanced Model Reduction (2018) (4)
- Spatiotemporal mode locking in quadratic nonlinear media. (2020) (4)
- Data-driven modeling of rotating detonation waves (2020) (4)
- Walking droplets as a damped-driven system (2022) (4)
- Stability and dynamics of transverse field structures in the optical parametric oscillator near resonance signal detuning (2005) (4)
- Eckhaus Instability in the Fourier-Domain Mode Locked Fiber Laser Cavity (2017) (4)
- Global existence and uniqueness for an optical fibre laser model (1998) (4)
- Machine learning and feature engineering for predicting pulse presence during chest compressions (2021) (3)
- Pulse Propagation in Nonlinear Optical Fibers using Phase-Sensitive Amplifiers (1994) (3)
- MULTI-RESOLUTION TIME-SCALE SEPARATION OF VIDEO CONTENT USING THE DYNAMIC MODE DECOMPOSITION (2014) (3)
- Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties (2021) (3)
- Neurosensory network functionality and data-driven control (2019) (3)
- Extraction of Instantaneous Frequencies and Amplitudes in Nonstationary Time-Series Data (2021) (3)
- Singular Value Decomposition (SVD) (2019) (3)
- Spectral filtering for ultra‐fast mode‐locking in the normal dispersive regime (2007) (3)
- Characterizing and suppressing multi-pulsing instabilities in mode-locked lasers (2011) (3)
- Discovering time-varying aeroelastic models of a long-span suspension bridge from field measurements by sparse identification of nonlinear dynamical systems (2018) (3)
- Operational Vision-Based Modal Identification of Structures: A Novel Framework (2019) (3)
- Eckhaus Instability in Laser Cavities With Harmonically Swept Filters (2021) (3)
- An extremum-seeking controller for dynamic metamaterial antenna operation (2015) (3)
- Effcient magnetometer sensor array selection for signal reconstruction and brain source localization (2022) (3)
- Machine Learning and Data Analysis (2019) (3)
- Advanced Differential Equations: Asymptotics&Perturbations (2020) (3)
- Spectral analysis of fluid flows using sub-Nyquist-rate PIV data (2014) (3)
- Fixed-point attractor for chirp in nonlinear waveguide arrays (2012) (3)
- WKB analysis of Fourier domain mode locked fiber lasers (2013) (3)
- Generating and routing light-bullets using slab waveguide arrays (2012) (2)
- Stable numerical schemes for nonlinear dispersive equations with counter-propagation and gain dynamics (2019) (2)
- Machine Learning in Heterogeneous Porous Materials (2022) (2)
- Koopman operator theory: Past, present, and future (2017) (2)
- Analytic theory of parabolic pulses in dissipative systems with rapidly varying mean-zero dispersion. (2009) (2)
- Fourier and Wavelet Transforms (2019) (2)
- Leveraging Sparsity and Compressive Sensing for Reduced Order Modeling (2017) (2)
- Modeling disease transmission near eradication: An equation free approach (2015) (2)
- Multi‐frequency mode‐locked lasers (2007) (2)
- Dimensionality Reduction and Transforms (2019) (2)
- Bracketing brackets with bras and kets (2020) (2)
- Pulse Formation, Harmonic Mode-Locking, and Stability in Actively Mode-Locked Laser Cavities (2009) (2)
- Dynamic mode decomposition for aero-optic wavefront characterization (2021) (2)
- Physics-informed machine-learning for modeling aero-optics (2021) (2)
- Data-driven discovery of Koopman eigenfunctions using deep learning (2017) (2)
- Dynamics and stability of a new class of periodic solutions of the optical parametric oscillator (2004) (2)
- Characterizing bifurcations and chaos in multiwavelength lasers with intensity-dependent loss and saturable homogeneous gain (2012) (2)
- Data and code for image-based load estimation in RC beams and slabs (2018) (2)
- The Adaptive Spectral Koopman Method for Dynamical Systems (2022) (2)
- Mode Locking in the Few-Femtosecond Regime Using Waveguide Arrays and the Coupled Short-Pulse Equations (2012) (2)
- Enhanced Gesture Recognition Performance through Improved Pre-Processing (2013) (2)
- Combining weather patterns and cycles of population susceptibility to forecast dengue fever epidemic years in Brazil: a dynamic, ensemble learning approach (2019) (2)
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants (2022) (2)
- Discrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects (2022) (2)
- Symmetries constrain the transition to heterogeneous chaos in balanced networks (2015) (2)
- Engineering structural robustness in power grid networks susceptible to community desynchronization (2018) (2)
- Data-driven modeling of two-dimensional detonation wave fronts (2021) (2)
- Selecting a Small Set of Optimal Gestures from an Extensive Lexicon (2014) (2)
- A reaction-diffusion model of cholinergic retinal waves and self-organized criticality (2013) (2)
- A moth brain learns to read MNIST (2018) (2)
- Insect Cyborgs: Bio-mimetic Feature Generators Improve ML Accuracy on Limited Data (2019) (2)
- Symmetries Constrain Dynamics in a Family of Balanced Neural Networks (2016) (2)
- Insect cyborgs: Biological feature generators improve machine learning accuracy on limited data (2018) (2)
- Machine Learning for Partial Differential Equations (2023) (2)
- FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics (2021) (2)
- The functional impact of 1,570 SNP-accessible missense variants in human OTC (2022) (2)
- Intracavity dynamics for power and energy enhancement in mode-locked lasers (2010) (1)
- Machine learning for self-tuning optical systems (2019) (1)
- Mode-locking with phase-sensitive (parametric) amplification (2010) (1)
- Variational dynamics of spatial solitons in quasi-phase-matched quadratic media (2004) (1)
- Suppression of dispersion in NRZ communication systems using dispersion management (1996) (1)
- Data-driven discovery of governing equations for coarse-grained heterogeneous network dynamics (2022) (1)
- Mode-locked laser pulse sources for wavelength division multiplexing (2010) (1)
- Axonal injuries and consequences to neuronal computation (2013) (1)
- Waveguide arrays and spectral filtering for multi-frequency mode-locked pulse sources (2009) (1)
- Spectral Methods for Time Series Prediction with Application to Fluid Flows (2019) (1)
- Multi-Resolution Analysis of Dynamical Systems using Dynamic Mode Decomposition (2015) (1)
- Scalable Diagnostics and Data Compression for Global Atmospheric Chemistry using Ristretto Library (version 1.0) (2018) (1)
- Robust, High-Rate Trajectory Tracking on Insect-Scale Soft-Actuated Aerial Robots with Deep-Learned Tube MPC (2022) (1)
- Quantifying yeast colony morphologies with feature engineering from time-lapse photography (2022) (1)
- Data-driven Modeling of Detonation Wave Interactions in Rotating Detonation Engines (2020) (1)
- Deep learning in fluid dynamics (2017) (1)
- Mode-Locked Chip Laser using Waveguide Arrays (2014) (1)
- Deep learning for control of nonlinear optical systems (2021) (1)
- The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control (2022) (1)
- Numerical simulations of the spatial-temporal dynamics and mode-locking in a waveguide array laser cavity (2009) (1)
- Wavefront sensor fusion via shallow decoder neural networks for aero-optical predictive control (2022) (1)
- Modeling the dynamics of neural codes in the olfaction of the Manduca-sexta moth (2012) (1)
- Built to Last: Functional and Structural Mechanisms in the Moth Olfactory Network Mitigate Effects of Neural Injury (2018) (1)
- Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery (2023) (1)
- Data-driven stochastic modeling of coarse-grained dynamics with finite-size effects using Langevin regression (2021) (1)
- Single cell neuro-sensory dynamics: Ca2+chemoreceptor-guided sea urchin sperm motility (2013) (1)
- Characterization of Acoustic Emissions From Analogue Rocks Using Sparse Regression‐DMDc (2022) (1)
- Dynamics of Dispersion-Managed Solitons in Optical Communications (1998) (1)
- Symmetries constrain the transition to heterogeneous chaos in balanced networks (2015) (1)
- The role of multistability and transient trajectories in networked dynamical systems: Connectomic dynamics of C. elegans and behavioral assays (2015) (1)
- Frequency Comb Generation at 800 nm in Waveguide Array Quantum Well Diode Lasers (2019) (1)
- Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight (2022) (1)
- Multiple transmission filters for enhanced energy in mode-locked fiber lasers (2012) (1)
- Spectral Filtering Highly-Chirped Pulses in All-Normal Dispersion Fiber Lasers (2009) (1)
- AMATH 301 Beginning Scientific Computing (2005) (1)
- Chapter 1: Dynamic Mode Decomposition: An Introduction (2016) (1)
- AMATH 581 Practical Scientific Computing (2005) (1)
- Balanced Models for Control (2019) (1)
- Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy (2023) (1)
- Investigating dynamical properties of the Caenorhabditis elegans connectome through full-network simulations (2013) (1)
- Shape Constrained Tensor Decompositions (2019) (1)
- Erratum: Hybrid Reduced-Order Integration with Proper Orthogonal Decomposition and Dynamic Mode Decomposition (2013) (1)
- Theory of mode-locking using phase-sensitive amplification for saturable absorption (2009) (1)
- The Dynamics of the Optical Parametric Oscillator Near Resonance Detuning (2005) (1)
- Analysis of the Multi-Pulsing Instability in Mode-Locked Lasers Using Dynamical Dimension Reduction (2012) (1)
- Light Bullet Mode-Locking In Waveguide Arrays (2010) (1)
- Supplement to: Unsupervised learning of control signals and their encodings in C. elegans whole-brain recordings (2020) (1)
- Non-adiabatic pulse compression using cascaded higher-order solitons (2011) (1)
- Stable long-distance pulse propagation in nonlinear optical fibers using periodically-spaced parametric amplifiers (1993) (1)
- Integrated Evolutionary Learning: An Artificial Intelligence Approach to Joint Learning of Features and Hyperparameters for Optimized, Explainable Machine Learning (2022) (1)
- Rapid Floral and Pitcher Scent Diversification in Carnivorous Pitcher Plants (Sarraceniaceae) (2016) (1)
- Money on the Table: Statistical information ignored by Softmax can improve classifier accuracy (2019) (1)
- Control of pulse-train uniformity with passive polarizers in mode-locked optical fiber lasers (2000) (1)
- Nonlocal mean-field theory in N-body quantum mechanics for Bose-Einstein condensation (2002) (1)
- Stability and dynamics of microring combs: elliptic function solutions of the Lugiato–Lefever equation (2017) (1)
- Data-driven discovery and extrapolation of parameterized pattern-forming dynamics (2023) (1)
- Slow-gamma frequencies are optimally guarded against effects of neurodegenerative diseases and traumatic brain injuries (2019) (0)
- Quantifying yeast colony morphologies with feature engineering from time-lapse photography (2022) (0)
- Scalable diagnostics, forecasting and reduced-order model discovery for global atmospheric chemistry data (2018) (0)
- Spectral phase clamping in waveguide arrays (2010) (0)
- Neural networks for interpretable physics discovery (2018) (0)
- Investigating dynamical properties of the Caenorhabditis elegans connectome through full-network simulations (2013) (0)
- Theory of Multi-Frequency Mode-Locked Lasers (2005) (0)
- Mode locking in a fiber laser with a long-period fiber grating (2003) (0)
- Bifurcation and stability in a low-dimensional model for multiple-frequency mode-locked lasers (2010) (0)
- Nonnegative Matrix Factorization The roots of NMF can be traced back to the work by Paatero and Tapper ( 1994 ) (2018) (0)
- Simulations and Modeling of Passive Modelocking using a Long Period Fiber Grating (2004) (0)
- High-degree pulse compression with a convex dispersion profile (2012) (0)
- Chaos as an intermittently forced linear system (2017) (0)
- Sex-related differences in brain dynamism at rest as neural correlates of positive and negative valence system constructs (2020) (0)
- Model for frequency comb generation in single-section quantum well diode lasers (2017) (0)
- Energy enhancements in mode-locked laser cavities using multi-mode fiber lasers (2010) (0)
- Interaction dynamics of X-waves in waveguide arrays. (2010) (0)
- Randomized Matrix Decompositions using (2017) (0)
- Statistical description of soliton clustering in fiber lasers with slow-gain dynamics (2014) (0)
- Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data (2022) (0)
- The critical role of intracavity dynamics in high-power mode-locked fiber lasers (2010) (0)
- Compromised axonal functionality after neurodegeneration, concussion and/or traumatic brain injury (2014) (0)
- Dynamic Mode Decomposition with Control | SIAM Journal on Applied Dynamical Systems | Vol. 15, No. 1 | Society for Industrial and Applied Mathematics (2016) (0)
- Sensing with shallow recurrent decoder networks (2023) (0)
- Universal Dynamics of Damped-Driven Systems: The Logistic Map as a Normal Form for Energy Balance (2022) (0)
- Multigigahertz femtosecond fiber lasers by passive mode locking (1998) (0)
- GABAergic Local Interneurons in the Insect Antennal Lobe Rapid and Slow Chemical Synaptic Interactions of Cholinergic Projection Neurons and (2015) (0)
- Low latency, ultrafast fiber loop mirror switch with 1.2 ps timing jitter tolerance (1997) (0)
- Mode-Locking Using Waveguide Arrays (2010) (0)
- Spatial Solitons in Quasi-Phase-Matched Quadratic Media: an Asymptotic Approach (2004) (0)
- Sensor Placement in Multiscale Phenomena using Multi-Resolution Dynamic Mode Decomposition (2016) (0)
- Abstract 14407: Effect of Initial Defibrillation on Chest Compression Artifact in the ECG (2021) (0)
- Phase sensitive amplifiers for ultra-long distance soliton propagation (1993) (0)
- Reaction time impairments in decision-making networks as a diagnostic marker for traumatic brain injuries and neurological diseases (2017) (0)
- Identifying critical regions for spike propagation in axon segments (2013) (0)
- Spectral filtering highly chirped pulses in all-normal dispersion fiber lasers (2009) (0)
- Waveguide arrays for passive temporal mode-locking (2005) (0)
- A reaction-diffusion model of cholinergic retinal waves and self-organized criticality (2013) (0)
- Compressed sensing DMD with control (2016) (0)
- A machine learning approach to quantify individual gait responses to ankle exoskeletons (2023) (0)
- Overleaf Example (2021) (0)
- Mobile Sensor Path Planning for Kalman Filter Spatiotemporal Estimation (2022) (0)
- Chapter 8: Noise and Power (2016) (0)
- Abstract 298: Predicting Pulse Status During Cardiopulmonary Resuscitation Using Dimensionality Reduction of Electrocardiogram Wavelet Transforms (2020) (0)
- Chirped pulse propagation and break-up in low-dispersion optical fibers (1999) (0)
- Ultrafast switching in highly birefringent fiber via soliton collision (1996) (0)
- Centering Data Improves the Dynamic Mode Decomposition\ast (2020) (0)
- Measurements of the Nonlinear Phase Shift from Orthogonally Polarized Solitons Collisions (1996) (0)
- Generating and routing light-bullets using slab waveguide arrays (2012) (0)
- Part Dimensionality Reduction and Transforms (0)
- Competing spatiotemporal neural codes in the olfaction of the Manduca sexta moth (2011) (0)
- Waveguide Arrays for Optical Pulse-Shaping, Mode-Locking and Beam Combining (2011) (0)
- Control, routing and mode-locking generation of light bullets in planar waveguide arrays (2011) (0)
- Variable rates of scent evolution in functionally distinct organs of the NA Sarraceniaceae. (2017) (0)
- Intensity dynamics in a waveguide array laser | NIST (2009) (0)
- Chapter 6: DMD with Control (2016) (0)
- Engineering structural robustness in power grid networks susceptible to community desynchronization (2019) (0)
- Machine Learning and Feature Engineering for Predicting Pulse Status during Chest Compressions (2020) (0)
- Enhanced power transfer and mode coupling in spun twin-core optical fibers. (1996) (0)
- Intensity dynamics in semiconductor laser arrays | NIST (2009) (0)
- Sparse Measurements and Optimal Sensor Placement for Classification and State Estimation of Complex Systems (2018) (0)
- Compressed dynamic mode decomposition for background modeling (2016) (0)
- Theoretical studies of frequency domain mode-locked fiber lasers (2013) (0)
- Deterministic single-soliton Kerr comb generation in a microring resonator by seeding with a pulsed trigger (2017) (0)
- Axonal injuries and consequences to neuronal computation (2013) (0)
- Observation of a two-stage soliton breakup (2000) (0)
- Data-driven multiscale decompositions for forecasting and model discovery (2019) (0)
- Chapter 3: Koopman Analysis (2016) (0)
- Chapter 4: Video Processing (2016) (0)
- Dimensionality reduction and reduced-order modeling for traveling wave physics (2020) (0)
- Robust Trimmed <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:mi>k</mml:mi></mml:math>-means (2022) (0)
- Measurements of the nonlinear phase shift induced by ultrafast collinear soliton collisions (1997) (0)
- Hybrid Learning Approach to Sensor Fault Detection with Flight Test Data (2021) (0)
- Modeling the dynamics of neural codes in the olfaction of the Manduca-sexta moth (2012) (0)
- Multi-frequency mode-locking with waveguide arrays (2007) (0)
- Analytic theory of self-similar mode-locking with rapidly varying mean-zero dispersion (2009) (0)
- Single cell neuro-sensory dynamics: Ca2+ chemoreceptor-guided sea urchin sperm motility (2013) (0)
- Propagation and break-up of pre-chirped N-soliton pulses in anomalous optical fibers (1999) (0)
- Two-dimensional mode-locking in planar waveguide arrays (2010) (0)
- Transitions between peace and systemic war as bifurcations in a signed network dynamical system (2022) (0)
- Mode-locked Holmium fiber lasers (2017) (0)
- Instantaneous amplitude: Association of ventricular fibrillation waveform measures at time of shock with outcome in out-of-hospital cardiac arrest. (2023) (0)
- Discrepancy Modeling in Bipedal Dynamics (2020) (0)
- Stability of Transverse Field Structures in Two-Dimensional Optical Parametric Oscillators (2007) (0)
- Pulse compression and super-continuum generation using cascaded higher-order solitons (2011) (0)
- Modeling, simulating, and characterizing performance in optical switching networks (2004) (0)
- Mode-locking intracavity dynamics:modeling nonlinear power and energy fluctuations (2010) (0)
- High Energy and Ultra-Short Mode-Locked Lasers (2012) (0)
- Operating regimes and performance optimization of the mode-locking dynamics of a laser cavity with passive polarizer (2010) (0)
- Mode-locking theory for ultra-short few-femtosecond laser pulses (2011) (0)
- Solving nonlinear ordinary differential equations using the invariant manifolds and Koopman eigenfunctions (2022) (0)
- Hamiltonian dynamics of dispersionmanaged breathersJ (1998) (0)
- Pulse-train uniformity and dynamics in optical fiber lasers (2001) (0)
- Cascaded second-order soliton for high-coherence supercontinuum generation (2011) (0)
- Data Methods and Computational Tools for Characterizing Complex Cavity Dynamics (2015) (0)
- Predicting the functional effect of compound heterozygous genotypes from large scale variant effect maps (2023) (0)
- Application of waveguide arrays and spectral filtering for a multi-frequency picosecond mode-locked pulse source (2009) (0)
- Identifying coarse-grained PDE models from data with the sparse identification of nonlinear dynamics (2019) (0)
- Dynamic mode decomposition for compressive system identification (2017) (0)
- Assessment 978-1009-09848-9 — Data-Driven Science and Engineering (0)
- Symmetries Constrain Dynamics in a Family of Balanced Neural Networks (2017) (0)
- Discovering interpretable and generalizable dynamical systems from data (2019) (0)
- Greedy sensor placement with cost constraints and noise (2019) (0)
- Precision Atom Interferometry with Bose-Einstein Condensates (2010) (0)
- Multiresolution Optimized Dynamic Mode Decomposition (2018) (0)
- Spatiotemporal k-means (2022) (0)
- Example-Based Super-Resolution Fluorescence Microscopy (2018) (0)
- Associative Memory Impairments arising from Neurodegenerative Diseases and Traumatic Brain Injuries in a Hopfield Network Model (2016) (0)
- Machine learning for parameter estimation. (2023) (0)
- Responses for Referee 1 (2019) (0)
- Characterizing flow around a cylinder with compressive sensing and machine learning (2013) (0)
- Randomized model order reduction (2019) (0)
- Exploiting sparsity and equation-free architectures in complex systems (2014) (0)
- The functional impact of 1,570 individual amino acid substitutions in human OTC. (2023) (0)
- Nonlinear dynamic estimation with sparse sensors (2013) (0)
- Abstract 364: Continuous Electrocardiogram Classification During Resuscitation Using Transfer Learning (2020) (0)
- A Data-driven Surrogate Model for Work Computation of a Periodically Forced Half-Sarcomere (2020) (0)
- Toward a sub-ppb measurement of $\alpha$ using atom interferometry with Bose-Einstein condensates (2012) (0)
- Ph.D. Dissertations (1968) (0)
- Interpretable nonlinear models of unsteady flow physics (2018) (0)
- Including inputs and control within equation-free architectures for complex systems (2016) (0)
- Saddle transport and chaos in the double pendulum (2022) (0)
- Pulse energy enhancement in mode locked lasers with cascaded nonlinear polarization rotation (2012) (0)
- Chapter 9: Sparsity and DMD (2016) (0)
- BECs trapped in standing light waves (2001) (0)
- Sparse Sensing of Aerodynamic Loads on Insect Wings (2015) (0)
- Stability of Bose-Einstein condensates trapped in a standing light wave potential (2001) (0)
- Studies on nonlinear loss and laser dynamics: from multiwavelength CW lasing to multi-pulsing transition (2010) (0)
- Waveguide arrays for mode-locking X-wave lasers (2007) (0)
- Stability and interactions of transverse field structures in optical parametric oscillators near resonance detuning (2008) (0)
- Optical intensity dynamics in a five-emitter semiconductor array laser (2009) (0)
- Numerical Modeling of a Semiconductor Diode Laser Mode-locked by a Waveguide Array (2015) (0)
- Regression and Model Selection (2019) (0)
- Light-bullet routing and logic in planar waveguide arrays (2011) (0)
- Pilot-Wave Dynamics: Using Dynamic Mode Decomposition to characterize Bifurcations, Routes to Chaos and Emergent Statistics (2022) (0)
- Data Driven Control of Complex Optical Systems (2015) (0)
- Intracavity Dynamics in Mode‐Locked Lasers (2010) (0)
- Chapter 5: Multiresolution Dynamic Mode Decomposition (2016) (0)
- Reduced Order Models (2019) (0)
- Parabolic pulse propagation in mean-zero dispersion-managed transmission systems and mode-locked laser cavities (2009) (0)
- Chapter 2: Fluid Dynamics (2016) (0)
- Chapter 13: Financial Trading (2016) (0)
- Poster: How Connectivity Motifs Can Shape Signal Filtering in Recurrent Neural Networks (2014) (0)
- Spatial solitons in quasi-phase-matched quadratic media (2004) (0)
- Chapter 7: Delay Coordinates, ERA, and Hidden Markov Models (2016) (0)
- Energy enhancement in mode-locked lasers using sinusoidal transmission functions for saturable absorption (2011) (0)
- Modeling Q-Switching in Actively Mode-Locked Lasers (2005) (0)
- Spectral Filtering for Ultra-Fast Mode-Locking in the Normal Dispersive Regime (2007) (0)
- Mode-Locking of Light-Bullets in Planar Waveguide Arrays (2010) (0)
- Turbulent Flow in the Vicinity of Retaining Walls: Conditions at the Early Stages of Local Scour Development (2019) (0)
- Modeling Parabolic Pulse Formation in Mode-Locked Laser Cavities (2009) (0)
- Modelocking pulse dynamics in fiber lasers (1997) (0)
- Pulse train dynamics in actively modelocked lasers (2002) (0)
- Propagation of spatially periodic waves in the optical parametric oscillator (2004) (0)
- Deep model predictive flow control with limited sensor data and online learning (2020) (0)
- Chapter 12: Neuroscience (2016) (0)
- Flow classification using machine learning on sparsely sampled experimental flow visualization data (2015) (0)
- Dispersion-managed solitons with average normal dispersion (1998) (0)
- Intra-cavity Dynamics in High Power Mode-locked Fiber Lasers (2010) (0)
- Nonlinear ultrafast pulse propagation in waveguide arrays (2010) (0)
- A Reduced Dimensional Model for the Multi-Pulsing Transition in a Waveguide Array Mode-Locked Laser (2011) (0)
- Chapter 11: Epidemiology (2016) (0)
- Low latency, ultrafast fiber loop mirror switch using orthogonally polarized signal and control solitons (1997) (0)
- OPTIMIZED SAMPLING FOR MULTISCALE DYNAMICS\ast (2019) (0)
- Energy Enhancement of Mode-Locked Fiber Lasers with Sinusoidal Transmission (2011) (0)
- Data-driven sensor placement from coherent fluid structures (2017) (0)
- Responses for referee 2 (2019) (0)
- Dispersion compensation with phase-sensitive amplifiers (1993) (0)
- N ov 2 01 8 Discovering conservation laws from data for control (2018) (0)
- Cascaded higher-order soliton compression (2011) (0)
- Deep learning of normal form autoencoders for universal, parameter-dependent dynamics (2020) (0)
- Atom Interferometry with Bose-Einstein condensates to measure $\alpha$ (2012) (0)
- Bit error ratio improvement by two transfer function regenerators (2005) (0)
- Dynamics of Passive Harmonic Mode-Locking (2007) (0)
- Nonlinear dynamics and pulse train uniformity of mode-locking optical fiber ring lasers (2001) (0)
- Atomic Interaction Effects in Precision Bose-Einstein Condensate Interferometry (2011) (0)
- Dynamics and Stability of Mode-Locking Using Phase-Sensitive Amplification (2009) (0)
- Mode-locking in quadratically nonlinear waveguide arrays. (2022) (0)
- Curvature Dynamics and Fronts in the Optical Parametric Oscillator (1999) (0)
- Dispersion-management for enhancing supercontinuum generation in optical fiber (2005) (0)
- Optimal sensor and actuator placement using model reduction (2019) (0)
- Neural Networks and Deep Learning (2019) (0)
- Characterizing the transition dynamics for multi-pulsing in mode-locked lasers (2010) (0)
- Dynamics of passive modelocking with saturable Bragg reflector (SBR) in fiber lasers (1996) (0)
- Pulse train dynamics in actively mode-locked lasers (2003) (0)
- Chapter 10: DMD on Nonlinear Observables (2016) (0)
- Deep Learning Based Object Tracking in Walking Droplet and Granular Intruder Experiments (2023) (0)
- Mode-Locking Using $\chi ^{(2)}$ Waveguide Arrays (2010) (0)
- Ki-Net Workshop Dynamics and Geometry from High Dimensional Data-driven Day 1 : (2017) (0)
- Light Bullet Creation, Routing, and Control with Pl anar Waveguide Arrays (2010) (0)
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