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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
51 - 60 of 100
- Data-driven distributionally robust LQR with multiplicative noise(2020)
Authors: Peter Coppens, Mathijs Schuurmans, Panos Patrinos
Pages: 521 - 530 - Microsecond Nonlinear Model Predictive Control for DC-DC Converters(2020)
Authors: Ben Hermans, Panos Patrinos
Pages: 406 - 419 - OpEn: Code Generation for Embedded Nonconvex Optimization(2020)
Authors: Panos Patrinos
Pages: 6548 - 6554 - A New Heuristic Approach for Low-Thrust Spacecraft Trajectory Optimization(2020)
Authors: Peter Coppens, Ben Hermans, Goele Pipeleers, Panos Patrinos
Pages: 6490 - 6495 - Inertial block mirror descent method for non-convex non-smooth optimization(2020)
Authors: Panos Patrinos
Pages: 5671 - 5681 - Douglas-Rachford splitting and ADMM for nonconvex optimization: tight convergence results(2020)
Authors: Andreas Themelis, Panos Patrinos
Pages: 149 - 181 - Inertial Block Proximal Methods For Non-Convex Non-Smooth Optimization(2020)
Authors: Panos Patrinos
- On the convexity of bit depth allocation for linear MMSE estimation in wireless sensor networks(2020)
Authors: Fernando de la Hucha Arce, Panos Patrinos, Marian Verhelst, Alexander Bertrand
Pages: 291 - 295 - Nonlinear Model Predictive Control for Distributed Motion Planning in Road Intersections Using PANOC(2019)
Authors: Pantelis Sopasakis, Mathijs Schuurmans, Panos Patrinos
Pages: 5272 - 5278 - Safe Learning-Based Control of Stochastic Jump Linear Systems: a Distributionally Robust Approach(2019)
Authors: Mathijs Schuurmans, Pantelis Sopasakis, Panos Patrinos
Pages: 6498 - 6503