#dynamicalsystems search results

Using contrastive learning on noisy trajectories, this method builds coordinate-invariant maps that reveal dynamical regimes, pinpoint bifurcations, and reconstruct phase diagrams, no equations required. #MachineLearning #DynamicalSystems 🔗 go.aps.org/48d21CG

PRX_Life's tweet image. Using contrastive learning on noisy trajectories, this method builds coordinate-invariant maps that reveal dynamical regimes, pinpoint bifurcations, and reconstruct phase diagrams, no equations required. #MachineLearning #DynamicalSystems

🔗 go.aps.org/48d21CG

In this month's issue of SIAM News, the four graduate #student recipients of the Red Sock Award at #SIAMDS25 provide brief overviews of their prizewinning research, spanning a wide variety of #DynamicalSystems applications. Take a look! siam.org/publications/s…

TheSIAMNews's tweet image. In this month's issue of SIAM News, the four graduate #student recipients of the Red Sock Award at #SIAMDS25 provide brief overviews of their prizewinning research, spanning a wide variety of #DynamicalSystems applications. Take a look! siam.org/publications/s…

Ya disponible mi nuevo artículo sobre la estructura de atractores en un modelo no local Chafee-Infante. 👉 hdl.handle.net/11000/38192 Gracias al repositorio de la @bibliotecasUMH por hacerlo accesible. #DynamicalSystems #PDEs #NonlocalProblems #Attractors #MathResearch


Symbolic dynamics bridges from #DynamicalSystems to computation/ #AI! In our #NeurIPS2024 (@NeurIPSConf) paper we present a new network architecture, Almost-Linear RNNs, that finds most parsimonious piecewise-linear representations of DS from data: arxiv.org/abs/2410.14240 1/4

DurstewitzLab's tweet image. Symbolic dynamics bridges from #DynamicalSystems to computation/ #AI!

In our #NeurIPS2024 (@NeurIPSConf) paper we present a new network architecture, Almost-Linear RNNs, that finds most parsimonious piecewise-linear representations of DS from data: arxiv.org/abs/2410.14240

1/4

Spontaneous Symmetry Breaking in Systems Obeying the Dynamics of On–Off Intermittency and Presenting Bimodal Amplitude Distributions ✏️ Stelios M. Potirakis et al. 🔗 brnw.ch/21wXfbV Viewed: 3571; Cited: 4 #mdpisymmetry #Isingmodel #dynamicalsystems #primenumbers #MOSFET

Symmetry_MDPI's tweet image. Spontaneous Symmetry Breaking in Systems Obeying the Dynamics of On–Off Intermittency and Presenting Bimodal Amplitude Distributions
✏️ Stelios M. Potirakis et al.
🔗 brnw.ch/21wXfbV
Viewed: 3571; Cited: 4
#mdpisymmetry #Isingmodel #dynamicalsystems #primenumbers #MOSFET

Comparto mi trabajo en el que analizo la robustez de sistemas dinámicos multivaluados con estructura dinámicamente gradiente. 👉 hdl.handle.net/11000/38201 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #MultivaluedDynamics #GradientSystems #MathResearch


Dejo link a mi estudio sobre la existencia de atractores en ecuaciones de reacción-difusión no locales con términos aleatorios y estocásticos. 👉 hdl.handle.net/11000/38202 Gracias @bibliotecasUMH. #DynamicalSystems #RandomDynamics #StochasticPDEs #NonlocalProblems #MathResearch


Artículo disponible: estimaciones en L∞ y análisis de la estructura del atractor global en ecuaciones de reacción-difusión.👉 hdl.handle.net/11000/38193 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #PDEs #ReactionDiffusion #GlobalAttractor #MathResearch


Neural controlled differential equations (NCDEs) in Neuromancer. Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #NODEs #NCDEs #dynamicalsystems #control #opensource #neuromancer #PNNL #SciML

jan_drgona's tweet image. Neural controlled differential equations (NCDEs) in Neuromancer.

Colab example: colab.research.google.com/github/pnnl/ne…

Neuromancer SciML library: github.com/pnnl/neuromanc…

#NODEs #NCDEs #dynamicalsystems #control #opensource #neuromancer #PNNL #SciML

Learning Control-oriented Deep Koopman Operators (KO) in Neuromancer.| Colab example: colab.research.google.com/github/pnnl/ne… Neuromancer SciML library: github.com/pnnl/neuromanc… #dynamicalsystems #Koopman #control #opensource #neuromancer #pytorch #PNNL

jan_drgona's tweet image. Learning Control-oriented Deep Koopman Operators (KO) in Neuromancer.|

Colab example: colab.research.google.com/github/pnnl/ne…

Neuromancer SciML library: github.com/pnnl/neuromanc…

#dynamicalsystems #Koopman #control #opensource #neuromancer #pytorch #PNNL

SIAM member Lei Guo of Chinese Academy of Sciences just began his invited talk, “Learning and Feedback in the Control of Uncertain Dynamical Systems.” Join us in room F106! iciam2023.org/3488#Guo #ICIAM2023 #dynamicalsystems

TheSIAMNews's tweet image. SIAM member Lei Guo of Chinese Academy of Sciences just began his invited talk, “Learning and Feedback in the Control of Uncertain Dynamical Systems.” Join us in room F106! iciam2023.org/3488#Guo #ICIAM2023   #dynamicalsystems

At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.

TheSIAMNews's tweet image. At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.
TheSIAMNews's tweet image. At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.
TheSIAMNews's tweet image. At #SIAMDS23, Nicole Abaid of @virginia_tech is giving an invited talk right now on using #DynamicalSystems tools to incorporate active sensing into models of collective motion, exploring how to model wild #bat swarms from field #experiments.

Aquí dejo el link a un estudio donde analizo la existencia y caracterización de atractores en una ecuación de reacción-difusión no local. 👉 hdl.handle.net/11000/38199 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #PDEs #NonlocalProblems #Attractors #MathResearch


What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu

HanaKrakovska's tweet image. What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu
HanaKrakovska's tweet image. What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu
HanaKrakovska's tweet image. What is #resilience and how can we measure it? Our new paper in @EjamJournal shows the answer is not straightforward. We review existing approaches, formalize indicators of attractor resilience in #dynamicalsystems, and develop a new classification. 1/3 bit.ly/3P2PfNu

Our Perspective on reconstructing computat. system dynamics from neural data finally out in @NatRevNeurosci! nature.com/articles/s4158… We survey generative models that can be trained on time series to mimic the behavior of the neural substrate. #AI #neuroscience #DynamicalSystems

DurstewitzLab's tweet image. Our Perspective on reconstructing computat. system dynamics from neural data finally out in @NatRevNeurosci!
nature.com/articles/s4158…
We survey generative models that can be trained on time series to mimic the behavior of the neural substrate.
#AI #neuroscience #DynamicalSystems

To kickstart #SIAMDS25, the Welcome Reception is underway right now in Denver! Looking forward to a week full of engaging #DynamicalSystems presentations, exciting events, and more.

TheSIAMNews's tweet image. To kickstart #SIAMDS25, the Welcome Reception is underway right now in Denver! Looking forward to a week full of engaging #DynamicalSystems presentations, exciting events, and more.
TheSIAMNews's tweet image. To kickstart #SIAMDS25, the Welcome Reception is underway right now in Denver! Looking forward to a week full of engaging #DynamicalSystems presentations, exciting events, and more.

At #SIAMDS25, the DSWeb Tutorial Award has been given to Anna Thomas, Matteo Martin, and Roy Goodman for their creation of excellent resources for the #DynamicalSystems community. Well done!

TheSIAMNews's tweet image. At #SIAMDS25, the DSWeb Tutorial Award has been given to Anna Thomas, Matteo Martin, and Roy Goodman for their creation of excellent resources for the #DynamicalSystems community. Well done!
TheSIAMNews's tweet image. At #SIAMDS25, the DSWeb Tutorial Award has been given to Anna Thomas, Matteo Martin, and Roy Goodman for their creation of excellent resources for the #DynamicalSystems community. Well done!

Dejo link a mi estudio sobre la existencia de atractores en ecuaciones de reacción-difusión no locales con términos aleatorios y estocásticos. 👉 hdl.handle.net/11000/38202 Gracias @bibliotecasUMH. #DynamicalSystems #RandomDynamics #StochasticPDEs #NonlocalProblems #MathResearch


Comparto mi trabajo en el que analizo la robustez de sistemas dinámicos multivaluados con estructura dinámicamente gradiente. 👉 hdl.handle.net/11000/38201 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #MultivaluedDynamics #GradientSystems #MathResearch


Aquí dejo mi trabajo donde estudio la robustez de atractores pullback en una ecuación de reacción-difusión no local bajo perturbaciones. 👉 hdl.handle.net/11000/38200 Gracias, repositorio @bibliotecasUMH. #DynamicalSystems #PDEs #NonlocalProblems #PullbackAttractors #MathResearch


Aquí dejo el link a un estudio donde analizo la existencia y caracterización de atractores en una ecuación de reacción-difusión no local. 👉 hdl.handle.net/11000/38199 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #PDEs #NonlocalProblems #Attractors #MathResearch


Artículo disponible: estimaciones en L∞ y análisis de la estructura del atractor global en ecuaciones de reacción-difusión.👉 hdl.handle.net/11000/38193 Gracias al repositorio de la @bibliotecasUMH. #DynamicalSystems #PDEs #ReactionDiffusion #GlobalAttractor #MathResearch


Ya disponible mi nuevo artículo sobre la estructura de atractores en un modelo no local Chafee-Infante. 👉 hdl.handle.net/11000/38192 Gracias al repositorio de la @bibliotecasUMH por hacerlo accesible. #DynamicalSystems #PDEs #NonlocalProblems #Attractors #MathResearch


Are you a researcher, educator, or student working on dynamical systems theory, applications, or modern computational approaches? Don’t miss the hybrid workshop “Dynamical Systems: Theory, Modelling & AI”, taking place 19–21 November. buff.ly/WFViPYn #DynamicalSystems #AI

NITheCS's tweet image. Are you a researcher, educator, or student working on dynamical systems theory, applications, or modern computational approaches? Don’t miss the hybrid workshop “Dynamical Systems: Theory, Modelling & AI”, taking place 19–21 November.
buff.ly/WFViPYn
#DynamicalSystems #AI

Are you a researcher, educator, or student working on dynamical systems theory, applications, or modern computational approaches? Don’t miss the hybrid workshop “Dynamical Systems: Theory, Modelling & AI”, taking place 19–21 November. buff.ly/WFViPYn #DynamicalSystems #AI

NITheCS's tweet image. Are you a researcher, educator, or student working on dynamical systems theory, applications, or modern computational approaches? Don’t miss the hybrid workshop “Dynamical Systems: Theory, Modelling & AI”, taking place 19–21 November.
buff.ly/WFViPYn
#DynamicalSystems #AI

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