Publications related to Proportional representation

Numerical Modeling of FRP-Strengthened Masonry Structures Using Equivalent Frame Models

Katrin Beyer, Francesco Vanin, Ivana Bozulic

The present study focuses on enhancing the seismic resistance of existing masonry structures. To that aim, the use of fiber-reinforced polymer (FRP) strengthening serves to improve structural behaviour by attaching FRP strips to the masonry walls. Despite ...

Springer2024

Model agnostic methods meta-learn despite misspecifications

Nicolas Henri Bernard Flammarion, Oguz Kaan Yüksel, Etienne Patrice Boursier

Due to its empirical success on few shot classification and reinforcement learning, meta-learning recently received a lot of interest. Meta-learning leverages data from previous tasks to quickly learn a new task, despite limited data. In particular, model ...

2023

Stable parameterization of continuous and piecewise-linear functions

Michaël Unser, Alexis Marie Frederic Goujon, Joaquim Gonçalves Garcia Barreto Campos

Rectified-linear-unit (ReLU) neural networks, which play a prominent role in deep learning, generate continuous and piecewise-linear (CPWL) functions. While they provide a powerful parametric representation, the mapping between the parameter and function s ...

2023

Dynamic environmental flows using hydrodynamic-based solutions for sustainable hydropower

Giovanni De Cesare, Paolo Perona

Water diversions from rivers and torrents for anthropic uses of the resource alter the natural flow regime. As a measure, environmental flows have been prescribed and often are enforced by law to follow policies (e.g., minimal flow, proportional redistribu ...

CRC Press/Balkema2023

Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results

Gabriele Manoli, Matthias Roth

Accurately predicting weather and climate in cities is critical for safeguarding human health and strengthening urban resilience. Multimodel evaluations can lead to model improvements; however, there have been no major intercomparisons of urban-focussed la ...

Hoboken2023

MulT: An End-to-End Multitask Learning Transformer

Sabine Süsstrunk, Mathieu Salzmann, Tong Zhang, Deblina Bhattacharjee

We propose an end-to-end Multitask Learning Transformer framework, named MulT, to simultaneously learn multiple high-level vision tasks, including depth estimation, semantic segmentation, reshading, surface normal estimation, 2D keypoint detection, and edg ...

2022

Linear and nonlinear excitation of TAE modes by external electromagnetic perturbations using ORB5

Laurent Villard, Emmanuel Lanti, Alberto Bottino, Mohsen Sadr

The excitation of toroidicity-induced Alfven eigenmodes (TAEs) using prescribed external electromagnetic perturbations (hereafter 'antenna') acting on a confined toroidal plasma, as well as its nonlinear couplings to other modes in the system, is studied. ...

IOP Publishing Ltd2022

Light-Responsive Oligothiophenes Incorporating Photochromic Torsional Switches

Kevin Sivula, Emilie Baudat, Giuseppe Sforazzini, Augustina Jozeliunaite

We present a quaterthiophene and sexithiophene that can reversibly change their effective pi-conjugation length through photoexcitation. The reported compounds make use of light-responsive molecular actuators consisting of an azobenzene attached to a bithi ...

WILEY-V C H VERLAG GMBH2022

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Proportional representation

Technosignatures Longevity and Lindy's Law

Numerical Modeling of FRP-Strengthened Masonry Structures Using Equivalent Frame Models

Model agnostic methods meta-learn despite misspecifications

Stable parameterization of continuous and piecewise-linear functions

Dynamic environmental flows using hydrodynamic-based solutions for sustainable hydropower

Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results

MulT: An End-to-End Multitask Learning Transformer

Linear and nonlinear excitation of TAE modes by external electromagnetic perturbations using ORB5

Light-Responsive Oligothiophenes Incorporating Photochromic Torsional Switches

Auditing the Swiss Post E-voting System: An Architectural Perspective

Graph Chatbot

Chat with Graph Search

Technosignatures Longevity and Lindy's Law

Dynamic environmental flows using hydrodynamic-based solutions for sustainable hydropower

Model agnostic methods meta-learn despite misspecifications

Stable parameterization of continuous and piecewise-linear functions

Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results

MulT: An End-to-End Multitask Learning Transformer

Numerical Modeling of FRP-Strengthened Masonry Structures Using Equivalent Frame Models

Linear and nonlinear excitation of TAE modes by external electromagnetic perturbations using ORB5

Light-Responsive Oligothiophenes Incorporating Photochromic Torsional Switches

Auditing the Swiss Post E-voting System: An Architectural Perspective