Recherche
La recherche joue un rôle majeur dans le domaine de l’Optimization. Avec des publications de premier ordre chaque année, l’EPFL jouit d’une excellente réputation.

2021
Climate resilient interconnected infrastructure: Co-optimization of energy systems and urban morphology
Applied Energy. 2021-03-01. Vol. 285, p. 116430. DOI : 10.1016/j.apenergy.2020.116430.Grid-Aware Layout of Photovoltaic Panels in Sustainable Building Energy Systems
Frontiers in Energy Research. 2021-02-18. DOI : 10.3389/fenrg.2020.573290.Shape optimization for a noise reduction problem by non-intrusive parametric reduced modeling
2021-02-18. 14th WCCM-ECCOMAS Congress 2020, Virtual Congress, January 11-15, 2021.Benchmarking, Analysis, and Optimization of Serverless Function Snapshots
2021-02-15. ASPLOS 21, Virtual Conference, April 19-23, 2021.Last iterate convergence of SGD for Least-Squares in the Interpolation regime
2021-02-11
The role of ride-split revenue optimization on service level and traffic operation
2021-02-09.COCKTAIL: Multi-Core Co-Optimization Framework With Proactive Reliability Management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2021-02-05.Optimization Method for Extracting Stabilizer Geometry and Properties of REBCO Tapes
2021-02-01. Applied Superconductivity Conference 2020, Online, November, 2020.Learning dynamical systems with bifurcations
Robotics and Autonomous Systems. 2021-02-01. Vol. 136, p. 103700. DOI : 10.1016/j.robot.2020.103700.Calibration of electricity tariff for grid operator revenue conservation regardless of PV penetration
2021-01-26.Optimal DSO grid control for energy communities with high PV penetration and electrochemical storage
2021-01-26.Doping challenges and pathways to industrial scalability of III–V nanowire arrays
Applied Physics Reviews. 2021-01-12. Vol. 8, num. 1, p. 011304. DOI : 10.1063/5.0031549.A General Framework for Optimal Data-Driven Optimization
2021.On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
2021. 9th International Conference on Learning Representations, Virtual, May 4-8, 2021.Analysis of a Novel Toroidal Configuration for Hadron Therapy Gantries
Lausanne, EPFL, 2021.Exploring ferroelectricity in HfO2-based thin films by tackling application-relevant challenges
Lausanne, EPFL, 2021.Optimization Methods for Control: From Embedded Programmable Hardware to Data-Driven Process Optimization
Lausanne, EPFL, 2021.Price-based regulation of oligopolistic markets under discrete choice models of demand
2021
Oxygen-rich Environment Ameliorates Cell Therapy Outcomes of Cardiac Progenitor Cells for Myocardial Infarction
Materials Science and Engineering: C. 2021. Vol. 121, p. 111836. DOI : 10.1016/j.msec.2020.111836.Optimization of operational decisions for on-demand shared mobility systems
Lausanne, EPFL, 2021.ON THE DESIGN AND OPTIMIZATION OF WIDE ANGLE DIFFRACTIVE OPTICAL ELEMENTS
Lausanne, EPFL, 2021.A novel approach for SPICE modeling of light and radiation effects in ICs
Lausanne, EPFL, 2021.Time- and Angle-Resolved Photoelectron Spectroscopy of Solar Materials
Lausanne, EPFL, 2021.Cyclic metal plasticity model parameters with limited information: a constrained optimization approach
ASCE Journal of Engineering Mechanics. 2021-01-01.Minimum-Error Classes for Matching Parts
Operations Research Letters. 2021. Vol. Vol. 49, num. No. 1 (January 2021), p. pp. 106—112. DOI : 10.1016/j.orl.2020.12.003.Prediction of the reaction forces of spiral-groove gas journal bearings by artificial neural network regression models
Journal of Computational Science. 2021-01-01. Vol. 48, p. 101256. DOI : 10.1016/j.jocs.2020.101256.Scalable Semidefinite Programming
SIAM Journal on Mathematics of Data Science. 2021. Vol. 3, num. 1, p. 171–200. DOI : 10.1137/19M1305045.Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization
Mathematics of Operations Research. 2021.Energy and Reserve Dispatch with Distributionally Robust Joint Chance Constraints
Operations Research Letters. 2021. DOI : 10.1016/j.orl.2021.01.012.Robust Multidimensional Pricing: Separation without Regret
Mathematical Programming. 2021. DOI : 10.1007/s10107-021-01615-4.2020
Extending Boolean Methods for Scalable Logic Synthesis
IEEE Access. 2020-12-31. Vol. 8, p. 226828-226844. DOI : 10.1109/ACCESS.2020.3045014.Mechanisms and adsorption capacities of biochar for the removal of organic and inorganic pollutants from industrial wastewater
International Journal Of Environmental Science And Technology. 2020-12-26. DOI : 10.1007/s13762-020-03060-w.Poly(lactide)/cellulose nanocrystal nanocomposites by high-shear mixing
Polymer Engineering And Science. 2020-12-21. DOI : 10.1002/pen.25621.Loading optimization for Swiss used nuclear fuel assemblies into final disposal canisters
Nuclear Engineering And Design. 2020-12-15. Vol. 370, p. 110897. DOI : 10.1016/j.nucengdes.2020.110897.Optimized kW-Range Boost Converter Based on Impulse Rectification with 52 kW/l and 98.6% Efficiency
IEEE Transactions on Power Electronics. 2020-12-15. Vol. Early Access, p. 1-1. DOI : 10.1109/TPEL.2020.3045062.Tighter thermodynamic bound on the speed limit in systems with unidirectional transitions
Physical Review E. 2020-12-10. Vol. 102, num. 6, p. 062121. DOI : 10.1103/PhysRevE.102.062121.Investment Planning Methodology for Complex Urban Energy Systems Applied to a Hospital Site
Frontiers in Energy Research. 2020-12-09. Vol. 8. DOI : 10.3389/fenrg.2020.537973.Resolving bundle-specific intra-axonal T2 values within a voxel using diffusion-relaxation tract-based estimation
NeuroImage. 2020-12-07. Vol. 227, p. 117617. DOI : 10.1016/j.neuroimage.2020.117617.Comparison of Reduced-Basis techniques for the model order reduction of parametric incompressible fluid flows
Progress In Nuclear Energy. 2020-12-01. Vol. 130, p. 103551. DOI : 10.1016/j.pnuene.2020.103551.Designing a DDS-Based SoC for High-Fidelity Multi-Qubit Control
Ieee Transactions On Circuits And Systems I-Regular Papers. 2020-12-01. Vol. 67, num. 12, p. 5380-5393. DOI : 10.1109/TCSI.2020.3019413.A convex model for induction motor starting transients imbedded in an OPF-based optimization problem
Electric Power Systems Research. 2020-12-01. Vol. 189, p. 106701. DOI : 10.1016/j.epsr.2020.106701.Coordinating strategic aggregators in an active distribution network for providing operational flexibility
Electric Power Systems Research. 2020-12-01. Vol. 189, p. 106737. DOI : 10.1016/j.epsr.2020.106737.Design Optimization of Soft Robots
Ieee Robotics & Automation Magazine. 2020-12-01. Vol. 27, num. 4, p. 10-11. DOI : 10.1109/MRA.2020.3028658.A mathematical model of the human heart
Giornale Italiano Di Cardiologia. 2020-12-01. Vol. 21, num. 12, p. 907-914. DOI : 10.1714/3472.34543.Preliminary design and analysis of Liquid Fuel Molten Salt Reactor using multi-physics code GeN-Foam
Nuclear Engineering And Design. 2020-12-01. Vol. 369, p. 110826. DOI : 10.1016/j.nucengdes.2020.110826.Topology-Finding of Tensegrity Structures Considering Global Stability Condition
Journal Of Structural Engineering. 2020-12-01. Vol. 146, num. 12, p. 04020260. DOI : 10.1061/(ASCE)ST.1943-541X.0002843.Mitigating the impact of distributed PV in a low-voltage grid using electricity tariffs
2020-12-01. DOI : 10.1016/j.epsr.2020.106763.Cardiac Ambulatory Monitoring: New Wireless Device Validated Against Conventional Holter Monitoring in a Case Series
Frontiers In Cardiovascular Medicine. 2020-11-30. Vol. 7, p. 587945. DOI : 10.3389/fcvm.2020.587945.An optimized material removal process
2020-11-25.Shift in plant-soil interactions along a lakeshore hydrological gradient
Science Of The Total Environment. 2020-11-10. Vol. 742, p. 140254. DOI : 10.1016/j.scitotenv.2020.140254.EEG Microstates Predict Concurrent fMRI Dynamic Functional Connectivity States
Brain Topography. 2020-11-07. DOI : 10.1007/s10548-020-00805-1.Shape optimization of segmental porous baffles for enhanced thermo-hydraulic performance of shell-and-tube heat exchanger
Applied Thermal Engineering. 2020-11-05. Vol. 180, p. 115835. DOI : 10.1016/j.applthermaleng.2020.115835.Automated Design Tool for Automotive Control Actuators
2020-11-03. 46th Design Automation Conference (DAC), Virtual, Online, August 17–19, 2020. DOI : 10.1115/DETC2020-22390.A Scalable Cryo-CMOS Controller for the Wideband Frequency-Multiplexed Control of Spin Qubits and Transmons
Ieee Journal Of Solid-State Circuits. 2020-11-01. Vol. 55, num. 11, p. 2930-2946. DOI : 10.1109/JSSC.2020.3024678.A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints
Ieee Transactions On Automatic Control. 2020-11-01. Vol. 65, num. 11, p. 4554-4567. DOI : 10.1109/TAC.2019.2960265.Graph Learning Under Partial Observability
Proceedings Of The Ieee. 2020-11-01. Vol. 108, num. 11, p. 2049-2066. DOI : 10.1109/JPROC.2020.3013432.TV-based reconstruction of periodic functions
Inverse Problems. 2020-11-01. Vol. 36, num. 11, p. 115015. DOI : 10.1088/1361-6420/abbd7e.MOSES: A Streaming Algorithm for Linear Dimensionality Reduction
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2020-11-01. Vol. 42, num. 11, p. 2901-2911. DOI : 10.1109/TPAMI.2019.2919597.Exergy assessment and techno-economic optimization of bioethanol production routes
Fuel. 2020-11-01. Vol. 279, p. 118327. DOI : 10.1016/j.fuel.2020.118327.Design Optimization of Two-Quadrant High-Current Low-Voltage Power Supply
Ieee Transactions On Power Electronics. 2020-11-01. Vol. 35, num. 11, p. 11602-11611. DOI : 10.1109/TPEL.2020.2988901.Bioinspired wing and tail morphing extends drone flight capabilities
Science Robotics. 2020-10-28. Vol. 5, num. 47, p. eabc2897. DOI : 10.1126/scirobotics.abc2897.Comparison of 2D simultaneous multi-slice and 3D GRASE readout schemes for pseudo-continuous arterial spin labeling of cerebral perfusion at 3 T
Magnetic Resonance Materials In Physics Biology And Medicine. 2020-10-13. DOI : 10.1007/s10334-020-00888-8.Muscle co-contraction in an upper limb musculoskeletal model: EMG-assisted vs. standard load-sharing
Computer Methods in Biomechanics and Biomedical Engineering. 2020-10-10. DOI : 10.1080/10255842.2020.1814755.Lidar measurements of yawed-wind-turbine wakes: characterization and validation of analytical models
Wind Energy Science. 2020-10-08. Vol. 5, num. 4, p. 1253-1272. DOI : 10.5194/wes-5-1253-2020.Update on yesterday’s dose-Use of delivery log-files for daily adaptive proton therapy (DAPT)
Physics In Medicine And Biology. 2020-10-07. Vol. 65, num. 19, p. 195011. DOI : 10.1088/1361-6560/ab9f5e.Designing a neighbourhood energy infrastructure: Applying a novel framework to Lisbon
2020-10-03.Tutorial: a computational framework for the design and optimization of peripheral neural interfaces
Nature Protocols. 2020-10-01. Vol. 15, num. 10, p. 3129-3153. DOI : 10.1038/s41596-020-0377-6.Topology design of general tensegrity with rigid bodies
International Journal Of Solids And Structures. 2020-10-01. Vol. 202, p. 278-298. DOI : 10.1016/j.ijsolstr.2020.05.030.Caching (Bivariate) Gaussians
Ieee Transactions On Information Theory. 2020-10-01. Vol. 66, num. 10, p. 6150-6168. DOI : 10.1109/TIT.2020.3001176.A Multi-Step Reconfiguration Model for Active Distribution Network Restoration Integrating DG Start-Up Sequences
Ieee Transactions On Sustainable Energy. 2020-10-01. Vol. 11, num. 4, p. 2879-2888. DOI : 10.1109/TSTE.2020.2980890.Computer generated optical volume elements by additive manufacturing
Nanophotonics. 2020-10-01. Vol. 9, num. 13, p. 4173-4181. DOI : 10.1515/nanoph-2020-0196.On the relaxed maximum-likelihood blind MIMO channel estimation for orthogonal space-time block codes
Signal Processing. 2020-10-01. Vol. 175, p. 107653. DOI : 10.1016/j.sigpro.2020.107653.Multi-rotor Wind Farm Optimization
Torque 2020, Online, 30-09-2020.Optimization of front SiNx/ITO stacks for high-efficiency two-side contacted c-Si solar cells with co-annealed front and rear passivating contacts
Solar Energy Materials and Solar Cells. 2020-09-29. Vol. 219, p. 110815. DOI : 10.1016/j.solmat.2020.110815.A Unifying Representer Theorem for Inverse Problems and Machine Learning
Foundations of Computational Mathematics. 2020-09-25. DOI : 10.1007/s10208-020-09472-x.System Design and Performance Evaluation of Wastewater Treatment Plants Coupled With Hydrothermal Liquefaction and Gasification
Frontiers in Energy Research. 2020-09-23. Vol. 8, num. 568465, p. 1-16. DOI : 10.3389/fenrg.2020.568465.Development of a plasma electroacoustic actuator for active noise control applications
Journal of Physics D: Applied Physics. 2020-09-23. Vol. 53, num. 49, p. 495202. DOI : 10.1088/1361-6463/abafde.Optimal Allocation of ESSs in Active Distribution Networks to achieve their Dispatchability
IEEE Transactions on Power Systems. 2020-09-22. p. 1-13. DOI : 10.1109/TPWRS.2020.3025991.Fast and Robust Distributed Learning in High Dimension
2020-09-21. IEEE 39th International Symposium on Reliable Distributed Systems (SRDS 2020), Shanghai, China, September 21-24, 2020. p. 71-80. DOI : 10.1109/SRDS51746.2020.00015.Multi-rotor Wind Farm Layout Optimization
2020-09-20. The Science of Making Torque from Wind (TORQUE 2020), Delft, Netherlands (online), September 30, 2020. p. 1-11, 032014. DOI : 10.1088/1742-6596/1618/3/032014.Product assortment and space allocation strategies to attract loyal and non-loyal customers
European Journal Of Operational Research. 2020-09-16. Vol. 285, num. 3, p. 1058-1076. DOI : 10.1016/j.ejor.2020.02.019.Analysis of the sorption-enhanced chemical looping biomass gasification process: Performance assessment and optimization through design of experiment approach
Energy. 2020-09-15. Vol. 207, p. 118190. DOI : 10.1016/j.energy.2020.118190.Optimization of multi-directional fiber architecture for resistance and ductility of bolted FRP profile joints
Composite Structures. 2020-09-15. Vol. 248, p. 112535. DOI : 10.1016/j.compstruct.2020.112535.Grid-Supporting Battery Energy Storage Systems in Islanded Microgrids: A Data-Driven Control Approach
IEEE Transactions on Sustainable Energy. 2020-09-08. p. 1-1. DOI : 10.1109/TSTE.2020.3022362.A New Lighting on Analytical Discrete Sensitivities in the Context of IsoGeometric Shape Optimization
Archives Of Computational Methods In Engineering. 2020-09-07. DOI : 10.1007/s11831-020-09458-6.High-Valent Nickel Promoted by Atomically Embedded Copper for Efficient Water Oxidation
Acs Catalysis. 2020-09-04. Vol. 10, num. 17, p. 9725-9734. DOI : 10.1021/acscatal.0c01733.Optimization based approach to assist the transition of large energy users to low temperature networks
2020-09-01. 33rd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2020), Osaka, Japan, 29 June – 3 July, 2020.Street grids for efficient district cooling systems in high-density cities
Sustainable Cities And Society. 2020-09-01. Vol. 60, p. 102224. DOI : 10.1016/j.scs.2020.102224.A Novel Decomposition Solution Approach for the Restoration Problem in Distribution Networks
Ieee Transactions On Power Systems. 2020-09-01. Vol. 35, num. 5, p. 3810-3824. DOI : 10.1109/TPWRS.2020.2982502.Illumination-Dependent Requirements for Heterojunctions and Carrier-Selective Contacts on Silicon
Ieee Journal Of Photovoltaics. 2020-09-01. Vol. 10, num. 5, p. 1214-1225. DOI : 10.1109/JPHOTOV.2020.2998900.Optimal Load Restoration in Active Distribution Networks Complying With Starting Transients of Induction Motors
Ieee Transactions On Smart Grid. 2020-09-01. Vol. 11, num. 5, p. 3957-3969. DOI : 10.1109/TSG.2020.2985783.Exploring the Contribution of Proprioceptive Reflexes to Balance Control in Perturbed Standing
Frontiers In Bioengineering And Biotechnology. 2020-08-28. Vol. 8, p. 866. DOI : 10.3389/fbioe.2020.00866.Data assimilation of post-irradiation examination data for fission yields from GEF
Epj Nuclear Sciences & Technologies. 2020-08-28. Vol. 6, p. 52. DOI : 10.1051/epjn/2020015.Realistic Constrained Multi-Objective Optimization Benchmark Problems from Design
IEEE Transactions on Evolutionary Computation. 2020-08-28. p. 1-1. DOI : 10.1109/TEVC.2020.3020046.Dispatch-aware planning of energy storage systems in active distribution network
Electric Power Systems Research. 2020-08-27. Vol. 190, p. 106644. DOI : 10.1016/j.epsr.2020.106644.Feasibility of an alternative method to estimate glenohumeral joint center from videogrammetry measurements and CT/MRI of patients
Computer Methods In Biomechanics And Biomedical Engineering. 2020-08-25. DOI : 10.1080/10255842.2020.1808889.MATHICSE Technical Report: Non-intrusive double-greedy parametric model reduction by interpolation of frequency-domain rational surrogates
2020-08-25
10.5281/zenodo.3997464.