Research
Research is a major part in the Optimization field. With multiple publications each year, we are standing within the best.
2021
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.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.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.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.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.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.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.A hybrid III-V tunnel FET and MOSFET technology platform integrated on silicon
Nature Electronics. 2021-02-08. Vol. 4, num. 2, p. 162-170. DOI : 10.1038/s41928-020-00531-3.COCKTAIL: Multi-Core Co-Optimization Framework With Proactive Reliability Management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2021-02-05. DOI : 10.1109/TCAD.2021.3058959.Innovative Renewable Technology Integration for Nearly Zero-Energy Buildings within the Re-COGNITION Project
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
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
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
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
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
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
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.Stabilization of city-scale road traffic networks via macroscopic fundamental diagram-based model predictive perimeter control
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
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
2021-01-26.Optimal DSO grid control for energy communities with high PV penetration and electrochemical storage
2021-01-26.Broad-Spectrum Antiviral Agents Based on Multivalent Inhibitors of Viral Infectivity
Advanced Healthcare Materials. 2021-01-25. Vol. 10, num. 6, p. 2001433. DOI : 10.1002/adhm.202001433.A reprogrammable mechanical metamaterial with stable memory
Nature. 2021-01-21. Vol. 589, num. 7842, p. 386-+. DOI : 10.1038/s41586-020-03123-5.Form-finding of tensegrity structures via rank minimization of force density matrix
Engineering Structures. 2021-01-15. Vol. 227, p. 111419. DOI : 10.1016/j.engstruct.2020.111419.Successive training of a generative adversarial network for the design of an optical cloak
Osa Continuum. 2021-01-15. Vol. 4, num. 1, p. 87-95. DOI : 10.1364/OSAC.413394.Smart charging of electric vehicles under uncertainty
2021-01-14.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.Adaptive Approximation of Shapes
Numerical Functional Analysis And Optimization. 2021-01-06. DOI : 10.1080/01630563.2020.1870134.Finding symmetry breaking order parameters with Euclidean neural networks
Physical Review Research. 2021-01-04. Vol. 3, num. 1, p. L012002. DOI : 10.1103/PhysRevResearch.3.L012002.Modeling Supply Chain Disruptions: A Network Flow Approach
Lausanne, EPFL, 2021.On Joint Optimization of Automatic Speaker Verification and Anti-spoofing in the Embedding Space
IEEE Transactions on Information Forensics and Security. 2021. Vol. 16, p. 1579–1593. DOI : 10.1109/TIFS.2020.3039045.The influence of trip length distribution on urban traffic in network-level models
Lausanne, EPFL, 2021.High-Speed ADC Design and Optimization for Wireline Links
Lausanne, EPFL, 2021.Shape Optimization of Soft Magnetic Composites using Level-set Method
IEEE Transactions on Magnetics. 2021. DOI : 10.1109/TMAG.2021.3064185.Systematic Method for the Energy-Saving Potential Calculation of Air Conditioning Systems via Data Mining. Part II: A Detailed Case Study
Energies. 2021-01-01. Vol. 14, num. 1, p. 86. DOI : 10.3390/en14010086.Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval
IEEE Transactions On Image Processing. 2021-01-01. Vol. 30, p. 2989-3004. DOI : 10.1109/TIP.2020.3048680.Systematic Method for the Energy-Saving Potential Calculation of Air-Conditioning Systems via Data Mining. Part I: Methodology
Energies. 2021-01-01. Vol. 14, num. 1, p. 81. DOI : 10.3390/en14010081.Distributed Learning in Non-Convex Environments-Part I: Agreement at a Linear Rate
Ieee Transactions On Signal Processing. 2021-01-01. Vol. 69, p. 1242-1256. DOI : 10.1109/TSP.2021.3050858.Loading optimization for Swiss used nuclear fuel assemblies into final disposal canisters (vol 370, 110897, 2020)
Nuclear Engineering And Design. 2021-01-01. Vol. 371, p. 111010. DOI : 10.1016/j.nucengdes.2020.111010.Distributed Learning in Non-Convex Environments-Part II: Polynomial Escape From Saddle-Points
Ieee Transactions On Signal Processing. 2021-01-01. Vol. 69, p. 1257-1270. DOI : 10.1109/TSP.2021.3050840.Reduced-order Models for Simulating Coupled Geometric Instabilities in Steel Beam-columns Under Inelastic Cyclic Straining
Lausanne, EPFL, 2021.Deep Image Restoration: Between Data Fidelity and Learned Priors
Lausanne, EPFL, 2021.Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution
ArXiv. 2021.Optimization of composition and structure of cemented carbide cutting tools
Lausanne, EPFL, 2021.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