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20132024
most citedHuggingFace's Transformers: State-of-the-art Natural Language Processing

3.1k citations · 3.9k across the 15 of their papers we have counts for

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Showing physics.soc-phShow all

11 papers · 1 filter

physics.soc-ph2017★ 17 cited

Tracking random walks

Riccardo Gallotti, Rémi Louf, Jean-Marc Luck +1

In empirical studies of random walks, continuous trajectories of animals or individuals are usually sampled over a finite number of points in space and time. It is however unclear…

physics.soc-ph2016★ 10 cited

Balancing building and maintenance costs in growing transport networks

Arianna Bottinelli, Remi Louf, Marco Gherardi

The costs associated to the length of links impose unavoidable constraints to the growth of natural and artificial transport networks. When future network developments can not be p…

physics.soc-ph2015★ 1 cited

Wandering in cities: a statistical physics approach to urban theory

Rémi Louf

The amount of data that is being gathered about cities is increasing in size and specificity. However, despite this wealth of information, we still have little understanding of wha…

physics.soc-ph2015★ 77 cited

Patterns of residential segregation

Rémi Louf, Marc Barthelemy

The spatial distribution of income shapes the structure and organisation of cities and its understanding has broad societal implications. Despite an abundant literature, many issue…

physics.soc-ph2014★ 99 cited

Scaling: Lost in the smog

Rémi Louf, Marc Barthelemy

In this commentary we discuss the validity of scaling laws and their relevance for understanding urban systems and helping policy makers. We show how the recent controversy about t…

physics.soc-ph2014

A typology of street patterns

Rémi Louf, Marc Barthelemy

We propose a quantitative method to classify cities according to their street pattern. We use the conditional probability distribution of shape factor of blocks with a given area,…

physics.soc-ph2014★ 77 cited

Scaling in transportation networks

Rémi Louf, Camille Roth, Marc Barthelemy

Subway systems span most large cities, and railway networks most countries in the world. These networks are fundamental in the development of countries and their cities, and it is…

physics.soc-ph2014★ 219 cited

How congestion shapes cities: from mobility patterns to scaling

Rémi Louf, Marc Barthelemy

The recent availability of data for cities has allowed scientists to exhibit scalings which present themselves in the form of a power-law dependence with population of various soci…

physics.soc-ph2013★ 150 cited

Modeling the polycentric transition of cities

Rémi Louf, Marc Barthelemy

Empirical evidence suggest that most urban systems experience a transition from a monocentric to a polycentric organisation as they grow and expand. We propose here a stochastic, o…

physics.soc-ph2013★ 88 cited

Emergence of hierarchy in cost driven growth of spatial networks

Rémi Louf, Pablo Jensen, Marc Barthelemy

One of the most important features of spatial networks such as transportation networks, power grids, Internet, neural networks, is the existence of a cost associated with the lengt…

physics.soc-ph2013★ 5 cited

Universal size effects for populations in group-outcome decision-making problems

Christian Borghesi, Laura Hernández, Rémi Louf +1

Elections constitute a paradigm of decision-making problems that have puzzled experts of different disciplines for decades. We study two decision-making problems, where groups make…