#### Federated Learning: Protect your data and privacy

Federated Learning: Protect your data and privacy By Ziqi Wang Code: coming soon Federated Learning is becoming an increasingly popular ...

Read More

Read More

#### Breaking the curse of dimensionality with Barron spaces

Breaking the curse of dimensionality with Barron spaces By Antonio Álvarez López 1 Introduction Recent advances in computational hardware have ...

Read More

Read More

#### Stability results for the KdV equation with time-varying delay

Stability results for the KdV equation with time-varying delay By Hugo Parada Ríos Introduction The Korteweg-de Vries equation (KdV), is ...

Read More

Read More

#### Approximating the 1D wave equation using Physics Informed Neural Networks (PINNs)

Approximating the 1D wave equation using Physics Informed Neural Networks (PINNs) By Dania Sana Code: • See the complete report ...

Read More

Read More

#### Derivation of the pressure function

Derivation of the pressure function By Veronika Riedl Code: Files to run: nocircle.m, onecircle.m or twocircles.m 1 Introduction This post ...

Read More

Read More

#### Sheep Herding Game

Author: Daniël Veldman, FAU DCN-AvH Code: A sheep herding game in MATLAB developed for the Long Night of Science #NdW22 ...

Read More

Read More

#### Lloyd’s Algorithm

Author: Martín Hernández, FAU DCN-AvH Code: In this repository, we show a code for Lloyd's algorithm. Also called Voronoid iteration, ...

Read More

Read More

#### Using the support function for optimal shape design

Using the support function for optimal shape design By Ilias Ftouhi 1 Motivation Led by problems of optimal placement and ...

Read More

Read More

#### Uniform Turnpike Property

Uniform Turnpike Property By Martín Hernández Salinas 1 Introduction In this post, we analyze a 1 − d heat equation ...

Read More

Read More

#### The interplay of control and deep learning

Author: Borjan Geshkovski, MIT The interplay of control and Deep Learning By Borjan Geshkovski It is superﬂuous to state the ...

Read More

Read More

#### Nonlinear hyperbolic systems: Modeling, controllability and applications

Nonlinear hyperbolic systems: Modeling, controllabiliy and applications By Yue Wang The control theory of hyperbolic systems is an important topic ...

Read More

Read More

#### Kinetic theory of Bose Einstein Condensates

Kinetic theory of Bose Einstein Condensates By Minh-Binh Tran If a dilute gas of bosons, about one-hundred-thousandth the density of ...

Read More

Read More

#### pyGasControls library (simulation software)

Author: Martin Gugat, Enrique Zuazua, Aleksey Sikstel, FAU DCN-AvH Code: [HINT] To run the software on your computer, you ...

Read More

Read More

#### Hamilton-Jacobi Equations: Inverse Design

Author: Carlos Esteve, Deusto CCM Code: In a previous post "Inverse Design For Hamilton-Jacobi Equations", described all the possible initial ...

Read More

Read More

#### Random Batch Methods for Linear-Quadratic Optimal Control Problems

Author: Daniel Veldman, FAU DCN-AvH Code: || Also available @Daniël's GitHub In a previous post "Randomized time-splitting in linear-quadratic optimal ...

Read More

Read More

#### Augmented Lagragian preconditioners for incompressible flow

Author: Alexei Gazca, FAU DCN-AvH Code: Below is a description of the types of problems that can be tackled ...

Read More

Read More

#### Transition Layers in Elliptic Equations

Transition Layers in Elliptic Equations By Maicon Sônego Stable transition layers in an unbalanced bistable equation Consider the following semi-linear ...

Read More

Read More

#### Randomized time-splitting in linear-quadratic optimal control

Randomized time-splitting in linear-quadratic optimal control By Daniël Veldman Introduction Solving an optimal control problem for a large-scale dynamical system ...

Read More

Read More

#### Felix Klein: A Legacy of Innovation in Mathematics and Education

Felix Klein: A Legacy of Innovation in Mathematics and Education By Roberto Rodríguez del Río, Complutense University of Madrid | ...

Read More

Read More

#### Control of Advection-Diffusion Equations on Networks and Singular Limits

Control of Advection-Diffusion Equations on Networks and Singular Limits By Jon Asier Bárcena-Petisco, Márcio Cavalcante, Giuseppe Maria Coclite, Nicola de ...

Read More

Read More

#### Probabilistic Constrained Optimization on Flow Networks

Probabilistic Constrained Optimization on Flow Networks By Michael Schuster This research was funded by DFG in the SFB Transregio 154: ...

Read More

Read More

#### Perceptrons, Neural Networks and Dynamical Systems

Perceptrons, Neural Networks and Dynamical Systems By Sergi Andreu // This post is last part of the "Deep Learning and ...

Read More

Read More

#### Deep Learning and Paradigms

Deep Learning and Paradigms By Sergi Andreu // This post is the 2nd. part of the "Opening the black box ...

Read More

Read More

#### Opening the black box of Deep Learning

Opening the black box of Deep Learning By Sergi Andreu Deep Learning is one of the three main paradigms of ...

Read More

Read More

#### Averaged dynamics and control for heat equations with random diffusion

Averaged dynamics and control for heat equations with random diffusion By Jon Asier Bárcena Petisco, Enrique Zuazua Background and motivation ...

Read More

Read More

#### pyGasControls Framework

pyGasControls Framework By Martin Gugat, Enrique Zuazua, Aleksey Sikstel In order to optimize the operation of gas transportation networks, as ...

Read More

Read More

#### Model-based optimization of ripening processes with feedback modules

Model-based optimization of ripening processes with feedback modules By Michele Spinola 1 Important remark This contribution presents a proof of ...

Read More

Read More

#### Gas networks uncertainty and Probust constraints: model, distribution and optimization

Gas networks uncertainty and Probust constraints: model, distribution and optimization By Martin Gugat Gas transport and distribution systems are usually ...

Read More

Read More

#### Q-learning for finite-dimensional problems

Q-learning for finite-dimensional problems By Carlos Esteve Reinforcement Learning Reinforcement Learning (RL) is, together with Supervised Learning and Unsupervised Learning, ...

Read More

Read More

#### The interplay of control and deep learning

The interplay of control and Deep Learning By Borjan Geshkovski It is superﬂuous to state the impact deep (machine) learning ...

Read More

Read More

#### Neural networks and Machine Learning

Neural networks and Machine Learning By Marius Yamakou Neural Networks with time delayed connections Neurons communicate with each other through ...

Read More

Read More

#### Stochastic Synchronization of Chaotic Neurons

Stochastic Synchronization of Chaotic Neurons By Marius Yamakou Real biological neurons can show chaotic dynamics when excited by the certain ...

Read More

Read More

#### Nonlocal population balance equations and applications

Nonlocal population balance equations and applications By Michele Spinola Motivational example: look ahead behavior of car drivers When analyzing traffic ...

Read More

Read More

#### Inverse Design for Hamilton-Jacobi Equations

Inverse Design For Hamilton-Jacobi Equations By Carlos Esteve, Enrique Zuazua In many evolution models, the reconstruction of the initial state ...

Read More

Read More

#### Stochastic Neural Dynamics

Stochastic Neural Dynamics By Marius Yamakou Neural activity shows fluctuations and unpredictable transitions in its dynamics. This randomness can be ...

Read More

Read More

#### Controllability properties of fractional PDE

Controllability properties of fractional PDE By Umberto Biccari Controllability of the fractional heat equation Let \omega\subset (-1,1) be an open ...

Read More

Read More

#### Flows on Networks

Flows on Networks By Enrique Zuazua, Nicola de Nitti PDE models on Networks In the last few decades, models based ...

Read More

Read More

#### Stochastic optimization for simultaneous control

Stochastic optimization for simultaneous control By Umberto Biccari What is a simultaneous control problem? Consider the following parameter-dependent linear control ...

Read More

Read More

#### Convexity and Starshapedness of feasible sets in Stationary Flow Networks

Convexity and Starshapedness of feasible sets in Stationary Flow Networks By Martin Gugat, Michael Schuster This research was funded by ...

Read More

Read More

#### Collective dynamics modelling, Control and Simulation

Collective dynamics modelling, Control and Simulation By Dongnam Ko Collective dynamics Herds, packs, bird ﬂocks, and ﬁsh schools are common ...

Read More

Read More

#### Data-Driven COVID Modeling

Classical models By Cyprien Neverov Compartmental epidemiological models [1] where introduced almost a century ago and are still considered the ...

Read More

Read More

#### Non-local population balance equations

Non-local population balance equations By Michele Spinola Nichtlokale Populationsbilanzgleichungen. Der Verlauf des Weges wie zur Schule oder zur Arbeit hängt ...

Read More

Read More