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Sums-of-squares Polyconvexity See more
Activation Saturation and Jacobian Attenuation in Neural Ordinary Differential Equations See more
Optimal control for renormalized solutions of nonlinear evolution equations See more
Network design and control: Shape and topology optimization for the turnpike property for the wave equation See more
Reinforcement Learning and LQR with special control structure: switched and multilevel systems See more
Exact Controllability of Stochastic First-Order Multi-Dimensional Hyperbolic Systems See more
Optimal Output Regulation for General Linear Systems via Adaptive Dynamic Programming See more
Aggregation of Finite-Valued Networks Based on Bisimulation See more
In search of the origins of matrix multiplication See more
Sentiment Analysis with Transformers See more
A domain decomposition framework for coupling physics-based and data-driven models in multi-physics problems See more
Evaluating client contribution in Federated learning See more
A relaxed splitting method for solving variational inclusion and fixed point problems See more
Control of a Lotka-Volterra System with Weak Competition See more
Mathematical modeling and numerical simulations for Gas Dynamics (on Networks) See more
HYCO: The hybrid-collapse strategy for time-independent PDEs See more
Hybrid parabolic-hyperbolic effect for heat equations with memory See more
Boundary and Interior Control in a Diffusive Lotka-volterra Model See more
Optimal control of Fokker-Planck and transport equations using renormalized solutions See more
Mathematics & Philosophy: On the philosophical foundations of mathematics and its role as a structural science See more
Federated Learning for Systems Identification See more
3−wave turbulence kinetics: Numerical approach for energy cascading See more
How to steer a fleet of agents by controlling only a few: A mean-field approach See more
Clustering in discrete-time self-attention See more
Low-rank balanced truncation of bilinear systems via Laguerre functions See more
Generalization bounds for neural ODEs: A user-friendly guide See more
Clustering in pure-attention hardmax transformers and its role in sentiment analysis See more
Partially dissipative hyperbolic systems without Fourier analysis See more
A Turnpike Result for Optimal Boundary Control Problems with the Transport Equation under Uncertainty See more
PINNs Introductory Code for the Heat Equation See more
Limits of the stabilization of a networked hyperbolic system with a circle See more
Stability of hyperbolic systems with non-symmetric partial dissipation See more
Neural ODEs for interpolation and transport: From tight to shallow See more
Combined convection and diffusion in a network. A numerical analysis See more
The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach See more
Reinforcement learning as a new perspective into controlling physical systems See more
Null controllability for population dynamics with age, size structuring and diffusion See more
Breaking the symmetry with Robin boundary conditions See more
Convolutional autoencoders for very low-dimensional parametrizations of nonlinear fluid flow See more
Torsional Rigidity: Classical and new results See more
Federated Learning: Protect your data and privacy See more
Breaking the curse of dimensionality with Barron spaces See more
Stability results for the KdV equation with time-varying delay See more
Approximating the 1D wave equation using Physics Informed Neural Networks (PINNs) See more
Gas networks at stationary states: Analysis, software and visualization See more
Sheep Herding Game See more
Lloyd’s Algorithm See more
Using the support function for optimal shape design See more
Uniform Turnpike Property See more
The interplay of control and deep learning See more
Nonlinear hyperbolic systems: Modeling, controllability and applications See more
Kinetic theory of Bose Einstein Condensates See more
pyGasControls library (simulation software) See more
Hamilton-Jacobi Equations: Inverse Design See more
Random Batch Methods for Linear-Quadratic Optimal Control Problems See more
Augmented Lagragian preconditioners for incompressible flow See more
Transition Layers in Elliptic Equations See more
Randomized time-splitting in linear-quadratic optimal control See more
Felix Klein: A Legacy of Innovation in Mathematics and Education See more
Control of Advection-Diffusion Equations on Networks and Singular Limits See more
Probabilistic Constrained Optimization on Flow Networks See more
Perceptrons, Neural Networks and Dynamical Systems See more
Deep Learning and Paradigms See more
Opening the black box of Deep Learning See more
Averaged dynamics and control for heat equations with random diffusion See more
pyGasControls Framework See more
Model-based optimization of ripening processes with feedback modules See more
Gas networks uncertainty and Probust constraints: model, distribution and optimization See more
Q-learning for finite-dimensional problems See more
The interplay of control and Deep Learning See more
Neural networks and Machine Learning See more
Stochastic Synchronization of Chaotic Neurons See more
Nonlocal population balance equations and applications See more
Inverse Design for Hamilton-Jacobi Equations See more
Stochastic Neural Dynamics See more
Controllability properties of fractional PDE See more
Flows on Networks See more
Stochastic optimization for simultaneous control See more
Convexity and Starshapedness of feasible sets in Stationary Flow Networks See more
Collective dynamics modelling, Control and Simulation See more
Data-Driven COVID Modeling See more
Non-local population balance equations See more
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