Publication

MATHICSE Technical Report : Analysis of stochastic gradient methods for PDE-constrained optimal control problems with uncertain parameters

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

MATHICSE Technical Report : Analysis of stochastic gradient methods for PDE-constrained optimal control problems with uncertain parameters

Chat with Graph Search

On the Guarantees of Minimizing Regret in Receding Horizon

Tree–cotree-based tearing and interconnecting for 3D magnetostatics: A dual–primal approach

A Streamline Upwind Petrov-Galerkin Reduced Order Method for Advection-Dominated Partial Differential Equations Under Optimal Control

Reliable data-driven decision-making through optimal transport

From low-rank retractions to dynamical low-rank approximation and back

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

Adaptive Finite Elements with Large Aspect Ratio. Application to Aluminium Electrolysis

Stability: a search for structure

Graph generative deep learning models with an application to circuit topologies

Learning the intrinsic dynamics of spatio-temporal processes through Latent Dynamics Networks

A Combination Technique for Optimal Control Problems Constrained by Random PDEs

Error assessment of an adaptive finite elements-neural networks method for an elliptic parametric PDE

The time-domain Cartesian multipole expansion of electromagnetic fields

Identification of typical district configurations: A two-step global sensitivity analysis framework

An Iterative Adaptive Dynamic Programming Approach for Macroscopic Fundamental Diagram-Based Perimeter Control and Route Guidance

On the Generalization of Stochastic Gradient Descent with Momentum

FENNECS: a novel particle-in-cell code for simulating the formation of magnetized non-neutral plasmas trapped by electrodes of complex geometries

Pseudo-Three-Dimensional Analytical Model of Linear Induction Motors for High-Speed Applications

Model reduction of coupled systems based on non-intrusive approximations of the boundary response maps

SPACE-TIME REDUCED BASIS METHODS FOR PARAMETRIZED UNSTEADY STOKES EQUATIONS