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Researcher
Panos Patrinos
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Sep 2015 → 31 Jul 2020
Projects
1 - 10 of 35
- Tipoflow: Time-parallel optimization of turbulent flows in wind energy applicationsFrom12 Feb 2024 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Topology Optimization of large-scale systems with many local constraintsFrom21 Sep 2023 → TodayFunding: BOF - doctoral mandates
- On real-time solutions for data-driven design, signal processing and control of noisy nonlinear systemsFrom26 Apr 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Stochastic energy forecasting and optimal risk-averse trading strategies on the energy marketFrom22 Dec 2022 → TodayFunding: Baekeland
- A dynamical systems approach to nonconvex optimizationFrom27 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank OptimizationFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Scalable Lifting for Tight Convex Relaxations of Large-scale Nonconvex Structured OptimizationFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
- Optimization algorithms for data-driven design, signal processing and control of noisy nonlinear systemsFrom15 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank Optimization.From1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
Publications
31 - 40 of 99
- ALPAQA: A matrix-free solver for nonlinear MPC and large-scale nonconvex optimization(2022)
Authors: Pieter Pas, Mathijs Schuurmans, Panos Patrinos
Pages: 417 - 422Number of pages: 6 - Sim2real for Autonomous Vehicle Control using Executable Digital Twin(2022)
Authors: Jean Pierre Allamaa, Panos Patrinos, Herman Van Der Auweraer
Pages: 385 - 391 - BREGMAN FINITO/MISO FOR NONCONVEX REGULARIZED FINITE SUM MINIMIZATION WITHOUT LIPSCHITZ GRADIENT CONTINUITY(2022)
Authors: Puya Latafat, Panos Patrinos
Pages: 2230 - 2262 - Data-Driven Distributionally Robust MPC for Constrained Stochastic Systems(2022)
Authors: Peter Coppens, Panos Patrinos
Pages: 1274 - 1279 - Learning MPC for interaction-aware autonomous driving : A game-theoretic approach(2022)
Authors: Brecht Evens, Mathijs Schuurmans, Panos Patrinos
Number of pages: 6 - Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints(2021)
Authors: Francesco Tonin, Panos Patrinos, Johan Suykens
Pages: 661 - 679 - Penalty and Augmented Lagrangian Methods for Model Predictive Control(2021)
Authors: Ben Hermans, Panos Patrinos, Goele Pipeleers
- Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization(2021)
Authors: Panos Patrinos
Pages: 681 - 715 - A Block Inertial Bregman Proximal Algorithm for Nonsmooth Nonconvex Problems with Application to Symmetric Nonnegative Matrix Tri-Factorization(2021)
Authors: Panos Patrinos
Pages: 234 - 258 - A penalty method for nonlinear programs with set exclusion constraints(2021)
Authors: Ben Hermans, Goele Pipeleers, Panos Patrinos