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.


Geometric optimization of dielectric elastomer electrodes for dynamic applications

E. Garnell; B. Aksoy; C. Rouby; H. Shea; O. Doare 

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

F. Mignacco; P. Urbani; L. Zdeborova 

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

A. Morabito; E. Vagnoni; M. Di Matteo; P. Hendrick 

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

G. Tonellato; A. Heidari; J. Pereira; L. Carnieletto; F. Flourentzou et al. 

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

S. Van Mulders; F. Felici; O. Sauter; J. Citrin; A. Ho et al. 

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?

Y-A. Ma; N. S. Chatterji; X. Cheng; N. Flammarion; P. L. Bartlett et al. 

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

C. Adams; G. Carleo; A. Lovato; N. Rocco 

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

F. Ponzina; M. A. Rios; G. Ansaloni; A. S. J. Levisse; D. Atienza Alonso 

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

E. Maddalena; P. Scharnhorst; Y. Jiang; C. Jones 

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

A. Petit; M. Yildirimoglu; N. Geroliminis; Y. Ouyang 

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

L. Palmieri; R. Andrey; J. Mainprice; M. Hanheide; A. Alahi et al. 

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

A. A. Sousa; A. R. Hartloper; D. Lignos 

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

M. Medvidovic; G. Carleo 

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

M. Asgari; A. Streb; M. van der Spek; W. Queen; M. Mazzotti 

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

E. M. Tennyson; K. Frohna; W. K. Drake; F. Sahli; T. C-J. Yang et al. 

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

F. Soulignac; U. Lemmin; S. M. H. Ziabari; H. K. Wynn; B. Graf et al. 

Limnology And Oceanography. 2021-06-09. DOI : 10.1002/lno.11864.

Optimization of MEW instrument components and their assembly

J. Mao 


Techno-Economic Optimization of an Integrated Biomass Waste Gasifier–Solid Oxide Fuel Cell Plant

M. Pérez-Fortes; V. He; A. Nakajo; J. Schiffmann; F. Maréchal et al. 

Frontiers in Energy Research. 2021-06-07. Vol. 9, p. 665585. DOI : 10.3389/fenrg.2021.665585.

Electronic-structure methods for materials design

N. Marzari; A. Ferretti; C. Wolverton 

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

S. A. Alghunaim; E. K. Ryu; K. Yuan; A. H. Sayed 

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

N. Ortelli; T. Hillel; F. C. Pereira; M. de Lapparent; M. Bierlaire 

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

J. Dujardin; A. Kahl; M. Lehning 

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

J. Ball; S. Brunner 

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

P. Vincenzi; P. Agostinetti; J. F. Artaud; T. Bolzonella; T. Kurki-Suonio et al. 

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

V. A. Di Nora; E. Fridman; E. Nikitin; Y. Bilodid; K. Mikityuk 

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

J. V. A. Raj; R. P. Kumar; B. Vijayakumar; E. Gnansounou; B. Bharathiraja 

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

H. Zong; F. Porte-Agel 

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

J-j. Wang; X. Wu; M. Xu; C. Perrina; P. Azzarello et al. 

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

F. Boudoire; Y. Liu; F. Le Formal; N. Guijarro; C. R. Lhermitte et al. 

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

C. Xing; Y. Zhang; Y. Liu; X. Wang; J. Li et al. 

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)

S. Paek; S. B. Khan; M. Franckevicius; R. Gegevicius; O. A. Syzgantseva et al. 

Journal Of Materials Chemistry A. 2021-05-24. DOI : 10.1039/d1ta90102h.

Structure determination of an amorphous drug through large-scale NMR predictions

M. Cordova; M. Balodis; A. Hofstetter; F. Paruzzo; S. O. N. Lill et al. 

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

A. Di Russo; D. Stanev; S. Armand; A. Ijspeert 

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

Y. Zhang; N. Wang; X. Tong; L. Duan; T-E. Lin et al. 

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

A. Kerchaoui; A. Mereuta; A. Caliman; C. Paranthoen; C. Levallois et al. 

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

J. P. Vasco Cano; V. Savona 

Scientific Reports. 2021-05-12. Vol. 11, num. 1. DOI : 10.1038/s41598-021-89410-1.

Bioengineering in vitro models of embryonic development

A. Gupta; M. P. Lutolf; A. J. Hughes; K. F. Sonnen 

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

C. Gastaldi; M. Cavalieri; A. Saeidi; E. O’Connor; S. Kamaei et al. 

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

A. Youssefi; I. Shomroni; Y. J. Joshi; N. R. Bernier; A. Lukashchuk et al. 

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

A. Geraldini; M. Landreman; E. Paul 

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

Z. Yuan; A. Zecchino; R. Cherkaoui; M. Paolone 

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

M. Kalantar Neyestanaki; F. Sossan; M. Bozorg; R. Cherkaoui 

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

Z. Wang; P. Song; M. Pauly 

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

M. Vaccari; D. Bonvin; F. Pelagagge; G. Pannocchia 

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

P. Stupar; A. Podolski-Renic; M. I. Villalba; M. Dragoj; S. Jovanovic Stojanov et al. 

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

J. Hinz; A. Jaeschke; M. Moeller; C. Vuik 

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

J. Cattin; L-L. Senaud; J. Haschke; B. Paviet-Salomon; M. Despeisse et al. 

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

D. Tsitsokas; A. Kouvelas; N. Geroliminis 

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

S. Aziznejad; M. Unser 

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

L. A. Abriata; M. Dal Peraro 

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

Z. Li; Y. Zhang; B. Liu; G. Chen; B. Smit 

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

M. Dorokhova; F. Ribeiro; A. Barbosa; J. Viana; F. Soares et al. 

Energies. 2021-04-23. Vol. 14, num. 9, p. 2416. DOI : 10.3390/en14092416.

Constraint-based metabolic control analysis for rational strain engineering

S. Tsouka; M. Ataman; T. E. Hameri; L. Miskovic; L. Miskovic et al. 

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

E. Zanchetta; E. Damergi; B. Patel; T. Borgmeyer; H. Pick et al. 

Algal Research. 2021-04-22. Vol. 56, p. 102288. DOI : 10.1016/j.algal.2021.102288.

Toward smart carbon capture with machine learning

M. Rahimi; S. M. Moosavi; B. Smit; T. A. Hatton 

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

I. Loi; D. Stanev; K. Moustakas 

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

D. M. Mason; S. Friedensohn; C. R. Weber; C. Jordi; B. Wagner et al. 

Nature Biomedical Engineering. 2021-04-15. DOI : 10.1038/s41551-021-00699-9.

Logic Resynthesis of Majority-Based Circuits by Top-Down Decomposition

S-Y. Lee; H. Riener; G. De Micheli 

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

A. Piot; J. Pribosek; J. Maufay; J. Schicker; A. Tortschanoff et al. 

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

M. P. Paneque; M. Bierlaire; B. Gendron; S. S. Azadeh 

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

O. Karaca; B. Guo; M. Kamgarpour 

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

A. La Bella; P. Klaus; G. Ferrari-Trecate; R. Scattolini 

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

M. Kalantar Neyestanaki; R. Cherkaoui 

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

I. Fouzaï; S. Gentil; V. Costa Bassetto; W. Oliveira Da Silva; M. Raddaoui et al. 

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

M. I. Ny Hanitra; F. Criscuolo; S. Carrara; G. De Micheli 

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

M. J. Karimi; A. Schmid; C. Dehollain 

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

F. Bonizzoni; D. Pradovera 

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

S. Paek; S. B. Khan; M. Franckevicius; R. Gegevicius; O. A. Syzgantseva et al. 

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

J. Brütting; G. Senatore; C. Fivet 

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

M. Busi; N. Kalentics; M. Morgano; S. Griffiths; A. S. Tremsin et al. 

Additive Manufacturing. 2021-03-01. Vol. 39, p. 101848. DOI : 10.1016/j.addma.2021.101848.

Reusable support for additive manufacturing

Y. Xu; Z. Wang; S. Gong; Y. Chen 

Additive Manufacturing. 2021-03-01. Vol. 39, p. 101840. DOI : 10.1016/j.addma.2021.101840.

Admissibility of Uncertain Injections in Quadratic Algebraic Systems

C. Wang; E. Stai; J-Y. Le Boudec 

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

M. Ocampo-Pineda; S. Schiavi; F. Rheault; G. Girard; L. Petit et al. 

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

E. Stai; C. Wang; J-Y. Le Boudec 

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

A. Perera; K. Javanroodi; V. M. Nik 

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

U. F. Rohrig; S. R. Majjigapu; A. Reynaud; F. Pojer; N. Dilek et al. 

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

G. Sormani; Z. Harteveld; S. Rosset; B. Correia; A. Laio 

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

M. Vagnoni; R. Chavan; T. Goodman; A. Xydou 

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

L. Middelhauve; F. Baldi; P. Stadler; F. Maréchal 

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

H. Zhang; L. Wang; J. Van Herle; F. Marechal; U. Desideri 

Applied Energy. 2021-02-15. Vol. 284, p. 116401. DOI : 10.1016/j.apenergy.2020.116401.

Benchmarking, Analysis, and Optimization of Serverless Function Snapshots

D. Ustiugov; P. Petrov; M. Kogias; E. Bugnion; B. Grot 

2021-02-15. ASPLOS 21, Virtual Conference, April 19-23, 2021.

Last iterate convergence of SGD for Least-Squares in the Interpolation regime

a. Varre; L. Pillaud-Vivien; N. Flammarion 


The role of ride-split revenue optimization on service level and traffic operation

M. Wang 


A hybrid III-V tunnel FET and MOSFET technology platform integrated on silicon

C. Convertino; C. B. Zota; H. Schmid; D. Caimi; L. Czornomaz et al. 

Nature Electronics. 2021-02-08. Vol. 4, num. 2, p. 162-170. DOI : 10.1038/s41928-020-00531-3.

Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies

S. Rai; H. Riener; G. De Micheli; A. Kumar 

2021-02-05. DATE 2021 Design, Automation and Test in Europe Conference, Virtual Conference, February 1-5, 2021.

COCKTAIL: Multi-Core Co-Optimization Framework With Proactive Reliability Management

D. Huang; A. Pahlevan; M. Zapater Sancho; D. Atienza Alonso 

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2021-02-05. DOI : 10.1109/TCAD.2021.3058959.

Study of Linear Coupling in NEMS

M. Pitteloud 


Innovative Renewable Technology Integration for Nearly Zero-Energy Buildings within the Re-COGNITION Project

G. Manco; E. Guelpa; A. Colangelo; A. Virtuani; T. Morbiato et al. 

Sustainability. 2021-02-01. Vol. 13, num. 4, p. 1938. DOI : 10.3390/su13041938.

Inverse design of diffractive optical elements using step-transition perturbation approach

D. C. Kim; A. Hermerschmidt; P. Dyachenko; T. Scharf 

Advanced Optical Technologies. 2021-02-01. Vol. 10, num. 1, p. 39-47. DOI : 10.1515/aot-2020-0046.

Towards realization of an Energy Internet: Designing distributed energy systems using game-theoretic approach

A. T. D. Perera; Z. Wang; V. M. Nik; J-L. Scartezzini 

Applied Energy. 2021-02-01. Vol. 283, p. 116349. DOI : 10.1016/j.apenergy.2020.116349.

Experimental studies of plasma-antenna coupling with the JET Alfven Eigenmode Active Diagnostic

R. A. Tinguely; P. G. Puglia; N. Fil; S. Dowson; M. Porkolab et al. 

Nuclear Fusion. 2021-02-01. Vol. 61, num. 2, p. 026003. DOI : 10.1088/1741-4326/abc7eb.

Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation

C. T. Dinh; N. H. Tran; M. N. H. Nguyen; C. S. Hong; W. Bao et al. 

Ieee-Acm Transactions On Networking. 2021-02-01. Vol. 29, num. 1, p. 398-409. DOI : 10.1109/TNET.2020.3035770.

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching

J. Qiu; X. Wang; P. Fua; D. Tao 

IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2021-02-01. Vol. 43, num. 2, p. 745-752. DOI : 10.1109/TPAMI.2019.2934052.

Optimization Method for Extracting Stabilizer Geometry and Properties of REBCO Tapes

N. Riva; F. Grilli; F. Sirois; C. Lacroix; A. Akbar et al. 

2021-02-01. Applied Superconductivity Conference 2020, Online, November, 2020.

Learning dynamical systems with bifurcations

F. Khadivar; I. Lauzana; A. Billard 

Robotics and Autonomous Systems. 2021-02-01. Vol. 136, p. 103700. DOI : 10.1016/j.robot.2020.103700.

Stabilization of city-scale road traffic networks via macroscopic fundamental diagram-based model predictive perimeter control

I. I. Sirmatel; N. Geroliminis 

Control Engineering Practice. 2021-01-29. Vol. 109, p. 104750. DOI : 10.1016/j.conengprac.2021.104750.

Emittance growth suppression with a multibunch feedback in high-energy hadron colliders: Numerical optimization of the gain and bandwidth

S. V. Furuseth; X. Buffat; J. S. Pereira-Cubillo; D. Valuch 

Physical Review Accelerators And Beams. 2021-01-27. Vol. 24, num. 1, p. 011003. DOI : 10.1103/PhysRevAccelBeams.24.011003.

Calibration of electricity tariff for grid operator revenue conservation regardless of PV penetration

J. Brun 


Optimal DSO grid control for energy communities with high PV penetration and electrochemical storage

J. Dutoit 


Broad-Spectrum Antiviral Agents Based on Multivalent Inhibitors of Viral Infectivity

A. N. Zelikin; F. Stellacci 

Advanced Healthcare Materials. 2021-01-25. Vol. 10, num. 6, p. 2001433. DOI : 10.1002/adhm.202001433.