Concept
Data-driven testing
Publications associées (39)
Uniaxial fiber reinforced DEA fabrication
Dielectric Elastomer Actuators (DEA) are devices designed to convert electric energy into mechanical work. However, the current actuator design will expand when actuated while muscles contract. Fiber reinforcement may allow for anisotropic movement, which ...
2023Improving algal bloom detection using spectroscopic analysis and machine learning: A case study in a large artificial reservoir, South Korea
The prediction of algal blooms using traditional water quality indicators is expensive, labor-intensive, and timeconsuming, making it challenging to meet the critical requirement of timely monitoring for prompt management. Using optical measures for foreca ...
ELSEVIER2023Drained Axial Pipe-Soil Resistance at Low Confinement Using Tilt Table and Direct Shear Tests
Establishing a reliable value for the axial pipe-soil interface resistance is critical for the design of offshore pipelines. Over the last few years, several independent research groups have modified existing methodologies or devised new testing setups to ...
ASCE-AMER SOC CIVIL ENGINEERS2022OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift
Jean-Philippe Thiran, Guillaume Marc Georges Vray, Devavrat Tomar
As distribution shifts are inescapable in realistic clinical scenarios due to inconsistencies in imaging protocols, scanner vendors, and across different centers, well-trained deep models incur a domain generalization problem in unseen environments. Despit ...
PMLR2022Budget-Bounded Incentives for Federated Learning
Boi Faltings, Aris Filos Ratsikas, Adam Julian Richardson
We consider federated learning settings with independent, self-interested participants. As all contributions are made privately, participants may be tempted to free-ride and provide redundant or low-quality data while still enjoying the benefits of the FL ...
Springer Nature Switzerland AG 20202022Full-scale testing of European steel beams with reduced beam section under reversed cyclic loading
Dimitrios Lignos, Hiroyuki Inamasu
Steel beams with reduced beam section (RBS) are often used as part of prequalified connections in seismic regions. However, RBS connections are not as common in Europe. Reasons relate to easiness in fabrication, which requires on-site welding, and the seis ...
Springer Nature2022Orchestration of oscillatory activity to improve visual motion discrimination
Roberto Felipe Salamanca Giron
This thesis describes advances in the use of novel configurations of non-invasive brain stimulation over the visual system allowing to modulate of modifying electro-physiological activity, interregional interactions and by it, visual behavior such as motio ...
EPFL2021