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
Geometric optimization of dielectric elastomer electrodes for dynamic applications
Applied Acoustics. 2021-10-01. Vol. 181, p. 108120. DOI : 10.1016/j.apacoust.2021.108120.Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem
Machine Learning-Science And Technology. 2021-09-01. Vol. 2, num. 3, p. 035029. DOI : 10.1088/2632-2153/ac0615.Numerical investigation on the volute cutwater for pumps running in turbine mode
Renewable Energy. 2021-09-01. Vol. 175, p. 807-824. DOI : 10.1016/j.renene.2021.04.112.Optimal design and operation of a building energy hub: A comparison of exergy-based and energy-based optimization in Swiss and Italian case studies
Energy Conversion And Management. 2021-08-15. Vol. 242, p. 114316. DOI : 10.1016/j.enconman.2021.114316.Rapid optimization of stationary tokamak plasmas in RAPTOR: demonstration for the ITER hybrid scenario with neural network surrogate transport model QLKNN
Nuclear Fusion. 2021-08-01. Vol. 61, num. 8, p. 086019. DOI : 10.1088/1741-4326/ac0d12.Is there an analog of Nesterov acceleration for gradient-based MCMC?
Bernoulli. 2021-08-01. Vol. 27, num. 3, p. 1942-1992. DOI : 10.3150/20-BEJ1297.Variational Monte Carlo Calculations of A <= 4 Nuclei with an Artificial Neural-Network Correlator Ansatz
Physical Review Letters. 2021-07-07. Vol. 127, num. 2, p. 022502. DOI : 10.1103/PhysRevLett.127.022502.A Flexible In-Memory Computing Architecture for Heterogeneously Quantized CNNs
2021-07-07. IEEE Computer Society Annual Symposium on VLSI, Tampa, Florida, USA (Virtual), July 7-9, 2021.KPC: Learning-Based Model Predictive Control with Deterministic Guarantees
2021-07-01. 3rd Annual Learning for Dynamics & Control Conference, [Virtual], June 7-8, 2021. p. 1015-1026.Dedicated bus lane network design under demand diversion and dynamic traffic congestion: An aggregated network and continuous approximation model approach
Transportation Research Part C-Emerging Technologies. 2021-07-01. Vol. 128, p. 103187. DOI : 10.1016/j.trc.2021.103187.Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction
Ieee Robotics And Automation Letters. 2021-07-01. Vol. 6, num. 3, p. 5613-5617. DOI : 10.1109/LRA.2021.3077964.Cyclic metal plasticity model parameters with limited information: a constrained optimization approach
Journal of Engineering Mechanics. 2021-07-01. Vol. 147, num. 7, p. 04021035. DOI : 10.1061/(ASCE)EM.1943-7889.0001922.Classical variational simulation of the Quantum Approximate Optimization Algorithm
Npj Quantum Information. 2021-06-18. Vol. 7, num. 1, p. 101. DOI : 10.1038/s41534-021-00440-z.Synergistic material and process development: Application of a metal-organic framework, Cu-TDPAT, in single-cycle hydrogen purification and CO2 capture from synthesis gas
Chemical Engineering Journal. 2021-06-15. Vol. 414, p. 128778. DOI : 10.1016/j.cej.2021.128778.Multimodal Microscale Imaging of Textured Perovskite-Silicon Tandem Solar Cells
Acs Energy Letters. 2021-06-11. Vol. 6, num. 6, p. 2293-2304. DOI : 10.1021/acsenergylett.1c00568.Rapid changes in river plume dynamics caused by advected wind-driven coastal upwelling as observed in Lake Geneva
Limnology And Oceanography. 2021-06-09. DOI : 10.1002/lno.11864.Optimization of MEW instrument components and their assembly
2021-06-07.Techno-Economic Optimization of an Integrated Biomass Waste Gasifier–Solid Oxide Fuel Cell Plant
Frontiers in Energy Research. 2021-06-07. Vol. 9, p. 665585. DOI : 10.3389/fenrg.2021.665585.Electronic-structure methods for materials design
Nature Materials. 2021-06-01. Vol. 20, num. 6, p. 736-749. DOI : 10.1038/s41563-021-01013-3.Decentralized Proximal Gradient Algorithms With Linear Convergence Rates
Ieee Transactions On Automatic Control. 2021-06-01. Vol. 66, num. 6, p. 2787-2794. DOI : 10.1109/TAC.2020.3009363.Assisted specification of discrete choice models
Journal Of Choice Modelling. 2021-06-01. Vol. 39, p. 100285. DOI : 10.1016/j.jocm.2021.100285.Synergistic optimization of renewable energy installations through evolution strategy
Environmental Research Letters. 2021-06-01. Vol. 16, num. 6, p. 064016. DOI : 10.1088/1748-9326/abfc75.A non-twisting flux tube for local gyrokinetic simulations
Plasma Physics And Controlled Fusion. 2021-06-01. Vol. 63, num. 6, p. 064008. DOI : 10.1088/1361-6587/abf8f4.Optimization-oriented modelling of neutral beam injection for EU pulsed DEMO
Plasma Physics And Controlled Fusion. 2021-06-01. Vol. 63, num. 6, p. 065014. DOI : 10.1088/1361-6587/abf402.Optimization of multi-group energy structures for diffusion analyses of sodium-cooled fast reactors assisted by simulated annealing – Part I: Methodology demonstration
Annals Of Nuclear Energy. 2021-06-01. Vol. 155, p. 108183. DOI : 10.1016/j.anucene.2021.108183.Modelling and process optimization for biodiesel production from Nannochloropsis salina using artificial neural network
Bioresource Technology. 2021-06-01. Vol. 329, p. 124872. DOI : 10.1016/j.biortech.2021.124872.Experimental investigation and analytical modelling of active yaw control for wind farm power optimization
Renewable Energy. 2021-06-01. Vol. 170, p. 1228-1244. DOI : 10.1016/j.renene.2021.02.059.Feasibility study of cosmic-ray components measurement by using a scintillating fiber tracker in space
Radiation Detection Technology And Methods. 2021-05-30. DOI : 10.1007/s41605-021-00262-9.Spray Synthesis of CuFeO2 Photocathodes and In-Operando Assessment of Charge Carrier Recombination
Journal Of Physical Chemistry C. 2021-05-27. Vol. 125, num. 20, p. 10883-10890. DOI : 10.1021/acs.jpcc.1c02282.Photodehydrogenation of Ethanol over Cu2O/TiO2 Heterostructures
Nanomaterials. 2021-05-25. Vol. 11, num. 6, p. 1399. DOI : 10.3390/nano11061399.Cation optimization for burn-in loss-free perovskite solar devices (vol 9, pg 5374, 2021)
Journal Of Materials Chemistry A. 2021-05-24. DOI : 10.1039/d1ta90102h.Structure determination of an amorphous drug through large-scale NMR predictions
Nature Communications. 2021-05-20. Vol. 12, num. 1, p. 2964. DOI : 10.1038/s41467-021-23208-7.Sensory modulation of gait characteristics in human locomotion: A neuromusculoskeletal modeling study
PLOS Computational Biology. 2021-05-19. Vol. 17, num. 5, p. e1008594. DOI : 10.1371/journal.pcbi.1008594.Reversible solid-oxide cell stack based power-to-x-to-power systems: Economic potential evaluated via plant capital-cost target
Applied Energy. 2021-05-15. Vol. 290, p. 116700. DOI : 10.1016/j.apenergy.2021.116700.Electrically pumped shot-noise limited class A VECSEL at telecom wavelength
Optics Letters. 2021-05-15. Vol. 46, num. 10, p. 2465-2468. DOI : 10.1364/OL.412746.Global optimization of an encapsulated Si/SiO2L3 cavity with a 43 million quality factor
Scientific Reports. 2021-05-12. Vol. 11, num. 1. DOI : 10.1038/s41598-021-89410-1.Bioengineering in vitro models of embryonic development
Stem Cell Reports. 2021-05-11. Vol. 16, num. 5, p. 1104-1116. DOI : 10.1016/j.stemcr.2021.04.005.Intrinsic switching in Si-doped HfO2: A study of Curie-Weiss law and its implications for negative capacitance field-effect transistor
Applied Physics Letters. 2021-05-10. Vol. 118, num. 19, p. 192904. DOI : 10.1063/5.0052129.A cryogenic electro-optic interconnect for superconducting devices
Nature Electronics. 2021-05-10. Vol. 4, num. 5. DOI : 10.1038/s41928-021-00570-4.An adjoint method for determining the sensitivity of island size to magnetic field variations
Journal Of Plasma Physics. 2021-05-07. Vol. 87, num. 3, p. 905870302. DOI : 10.1017/S0022377821000428.Real-time Control of Battery Energy Storage Systems to Provide Ancillary Services Considering Voltage-Dependent Capability of DC-AC Converters
IEEE Transactions on Smart Grid. 2021-05-05. p. 1-1. DOI : 10.1109/TSG.2021.3077696.Characterizing the Reserve Provision Capability Area of Active Distribution Networks: A Linear Robust Optimization Method
IEEE Transactions on Smart Grid. 2021-05-01. Vol. 11, num. 3, p. 2464 – 2475. DOI : 10.1109/TSG.2019.2956152.State of the Art on Computational Design of Assemblies with Rigid Parts
Computer Graphics Forum. 2021-05-01. Vol. 40, num. 2, p. 633-657. DOI : 10.1111/cgf.142660.Offset-Free Economic MPC Based on Modifier Adaptation: Investigation of Several Gradient-Estimation Techniques
Processes. 2021-05-01. Vol. 9, num. 5, p. 901. DOI : 10.3390/pr9050901.Nano-Motion Analysis for Rapid and Label Free Assessing of Cancer Cell Sensitivity to Chemotherapeutics
Medicina-Lithuania. 2021-05-01. Vol. 57, num. 5, p. 446. DOI : 10.3390/medicina57050446.The role of PDE-based parameterization techniques in gradient-based IGA shape optimization applications
Computer Methods In Applied Mechanics And Engineering. 2021-05-01. Vol. 378, p. 113685. DOI : 10.1016/j.cma.2021.113685.Influence of Light Soaking on Silicon Heterojunction Solar Cells With Various Architectures
Ieee Journal Of Photovoltaics. 2021-05-01. Vol. 11, num. 3, p. 575-583. DOI : 10.1109/JPHOTOV.2021.3065537.Modeling and optimization of dedicated bus lanes space allocation in large networks with dynamic congestion
Transportation Research Part C: Emerging Technologies. 2021-05-01. Vol. 127, p. 103082. DOI : 10.1016/j.trc.2021.103082.Duality Mapping for Schatten Matrix Norms
Numerical Functional Analysis And Optimization. 2021-04-28. DOI : 10.1080/01630563.2021.1922438.Assessment of transferable forcefields for protein simulations attests improved description of disordered states and secondary structure propensities, and hints at multi-protein systems as the next challenge for optimization
Computational and Structural Biotechnology Journal. 2021-04-25. Vol. 19, p. 2626-2636. DOI : 10.1016/j.csbj.2021.04.050.Multilevel screening of computation-ready, experimental metal-organic frameworks for natural gas purification
Aiche Journal. 2021-04-23. Vol. 67, num. 7, p. e17279. DOI : 10.1002/aic.17279.Real-World Implementation of an ICT-Based Platform to Promote Energy Efficiency
Energies. 2021-04-23. Vol. 14, num. 9, p. 2416. DOI : 10.3390/en14092416.Constraint-based metabolic control analysis for rational strain engineering
Metabolic Engineering. 2021-04-22. Vol. 66, p. 191-203. DOI : 10.1016/j.ymben.2021.03.003.Algal cellulose, production and potential use in plastics: Challenges and opportunities
Algal Research. 2021-04-22. Vol. 56, p. 102288. DOI : 10.1016/j.algal.2021.102288.Toward smart carbon capture with machine learning
Cell Reports Physical Science. 2021-04-21. Vol. 2, num. 4, p. 100396. DOI : 10.1016/j.xcrp.2021.100396.Total Knee Replacement: Subject-Specific Modeling, Finite Element Analysis, and Evaluation of Dynamic Activities
Frontiers In Bioengineering And Biotechnology. 2021-04-16. Vol. 9, p. 648356. DOI : 10.3389/fbioe.2021.648356.Optimization of therapeutic antibodies by predicting antigen specificity from antibody sequence via deep learning
Nature Biomedical Engineering. 2021-04-15. DOI : 10.1038/s41551-021-00699-9.Logic Resynthesis of Majority-Based Circuits by Top-Down Decomposition
2021-04-09. 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2021, Vienna, Autria (online event), April 7-9, 2021. DOI : 10.1109/DDECS52668.2021.9417058.Optimization of Resonant PZT MEMS Mirrors by Inverse Design and Electrode Segmentation
Journal of Microelectromechanical Systems. 2021-04-01. Vol. 30, num. 2, p. 216-223. DOI : 10.1109/JMEMS.2021.3054357.Integrating advanced discrete choice models in mixed integer linear optimization
Transportation Research Part B-Methodological. 2021-04-01. Vol. 146, p. 26-49. DOI : 10.1016/j.trb.2021.02.003.A comment on performance guarantees of a greedy algorithm for minimizing a supermodular set function on comatroid
European Journal Of Operational Research. 2021-04-01. Vol. 290, num. 1, p. 401-403. DOI : 10.1016/j.ejor.2020.07.047.Supervised model predictive control of large-scale electricity networks via clustering methods
Optimal Control Applications & Methods. 2021-03-31. DOI : 10.1002/oca.2725.Coordinating Distributed Energy Resources and Utility-Scale Battery Energy Storage System for Power Flexibility Provision Under Uncertainty
IEEE Transactions on Sustainable Energy. 2021-03-26. DOI : 10.1109/TSTE.2021.3068630.Catalytic layer – membrane electrode assembly methods for optimum formation of triple phase boundaries and fuel cell performances
Journal of Materials Chemistry A. 2021-03-23. Vol. 9, num. 18, p. 11096-11123. DOI : 10.1039/D0TA07470E.Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models
IEEE Access. 2021-03-23. Vol. 9, p. 1-16. DOI : 10.1109/ACCESS.2021.3065754.Wireless Power and Data Transmission for Implanted Devices via Inductive Links: A Systematic Review
Ieee Sensors Journal. 2021-03-15. Vol. 21, num. 6, p. 7145-7161. DOI : 10.1109/JSEN.2021.3049918.Shape optimization for a noise reduction problem by non-intrusive parametric reduced modeling
2021-03-11. 14th WCCM-ECCOMAS Congress, Virtual Congress, January 11-15, 2021. DOI : 10.23967/wccm-eccomas.2020.300.Cation optimization for burn-in loss-free perovskite solar devices
Journal of Materials Chemistry A. 2021-03-07. Vol. 9, num. 9, p. 5374-5380. DOI : 10.1039/d1ta00472g.Design and fabrication of a reusable kit of parts for diverse structures
Automation in Construction. 2021-03-04. Vol. 125, p. 103614. DOI : 10.1016/j.autcon.2021.103614.Nondestructive characterization of laser powder bed fusion parts with neutron Bragg edge imaging
Additive Manufacturing. 2021-03-01. Vol. 39, p. 101848. DOI : 10.1016/j.addma.2021.101848.Reusable support for additive manufacturing
Additive Manufacturing. 2021-03-01. Vol. 39, p. 101840. DOI : 10.1016/j.addma.2021.101840.Admissibility of Uncertain Injections in Quadratic Algebraic Systems
Ieee Transactions On Control Of Network Systems. 2021-03-01. Vol. 8, num. 1, p. 379-390. DOI : 10.1109/TCNS.2020.3007821.Hierarchical Microstructure Informed Tractography
Brain Connectivity. 2021-03-01. Vol. 11, num. 2, p. 75-88. DOI : 10.1089/brain.2020.0907.Online Battery Storage Management via Lyapunov Optimization in Active Distribution Grids
Ieee Transactions On Control Systems Technology. 2021-03-01. Vol. 29, num. 2, p. 672-690. DOI : 10.1109/TCST.2020.2975475.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.Azole-Based Indoleamine 2,3-Dioxygenase 1 (IDO1) Inhibitors
Journal Of Medicinal Chemistry. 2021-02-25. Vol. 64, num. 4, p. 2205-2227. DOI : 10.1021/acs.jmedchem.0c01968.A Rosetta-based protein design protocol converging to natural sequences
Journal Of Chemical Physics. 2021-02-21. Vol. 154, num. 7, p. 074114. DOI : 10.1063/5.0039240.Design optimization of the Upper Steering Mirror Assembly (USMA) for ITER ECHUL in view of disruptive events
Fusion Engineering and Design. 2021-02-20. Vol. 167, p. 112343. DOI : 10.1016/j.fusengdes.2021.112343.Grid-Aware Layout of Photovoltaic Panels in Sustainable Building Energy Systems
Frontiers in Energy Research. 2021-02-18. Vol. 8, p. 573290. DOI : 10.3389/fenrg.2020.573290.Techno-economic comparison of 100% renewable urea production processes
Applied Energy. 2021-02-15. Vol. 284, p. 116401. DOI : 10.1016/j.apenergy.2020.116401.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