Publication
Open Support Platform for Environmental Research (OSPER)-tools for the discovery and exploitation of environmental data
Publications associées (65)
E-Scan: Consuming Contextual Data with Model Plugins
Anastasia Ailamaki, Viktor Sanca
Extracting value and insights from increasingly heterogeneous data sources involves multiple systems combining and consuming the data. With multi-modal and context-rich data such as strings, text, videos, or images, the problem of standardizing the data mo ...
2023Dimensionality reduction of time-series data, and systems and devices that use the resultant embeddings
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for dimensionality reduction of time-series using contrastive learning. A method can include receiving multidimensional input time series data that includes ...
2023Dataset for the paper High durability and stability of 2D nanofluidic devices for long-term single-molecule sensing
Aleksandra Radenovic, Andras Kis, Martina Lihter, Mukesh Kumar Tripathi, Mukeshchand Thakur, Andrey Chernev, Nianduo Cai, Yunfei Teng, Michal Daniel Macha, Yanfei Zhao, Miao Zhang
Information regarding the Dataset, corresponding to the paper: “Thakur, M., Cai, N., Zhang, M. et al. High durability and stability of 2D nanofluidic devices for long-term single-molecule sensing. npj 2D Mater Appl 7, 11 (2023). https://doi.org/10.1038/s41 ...
EPFL Infoscience2023Holistic, Efficient, and Real-time Cleaning of Heterogeneous Data
Styliani Asimina Giannakopoulou
Data cleaning has become an indispensable part of data analysis due to the increasing amount of dirty data. Data scientists spend most of their time preparing dirty data before it can be used for data analysis. Existing solutions that attempt to automate t ...
EPFL2021Development of the RAPTOR suite of codes towards real-time reconstruction of JET discharges
Federico Alberto Alfredo Felici
The RAPTOR suite of codes combines real-time model-based predictions of the plasma state with the available diagnostic measurements. Following the work on TCV and ASDEX-Upgrade, this paper presents the implementation of the RAPTOR suite for JET. This suite ...
ELSEVIER SCIENCE SA2021Recent advances in trajectory inference from single-cell omics data
Bart Deplancke, Wouter Saelens
Trajectory inference methods have emerged as a novel class of single-cell bioinformatics tools to study cellular dynamics at unprecedented resolution. Initial development focused on adapting methods based on clustering or graph traversal, but recent advanc ...
ELSEVIER2021Radial Scope: A New Visualization Tool for Structure-Data Relationships
Communication of data associated with chemical structures in a concise fashion can be challenging. Here, we describe an alternative to the classic substrate table that integrates numerical data with struttural changes. These radial-scopeplots facilitate th ...
2020The Hermeneutic Circle of Data Visualization: the Case Study of the Affinity Map
In this article, we show how postphenomenology can be used to analyze a visual method that reveals the hidden dynamics that exist between individuals within large organizations. We make use of the Affinity Map to expand the classic postphenomenology that p ...
2020The SONATA data format for efficient description of large-scale network models
Eilif Benjamin Muller, Werner Alfons Hilda Van Geit, Jean-Denis Georges Emile Courcol, Michael Emiel Gevaert, Adrien Michel Achille Devresse, Juan Bautista Hernando Vieites
Increasing availability of comprehensive experimental datasets and of high-performance computing resources are driving rapid growth in scale, complexity, and biological realism of computational models in neuroscience. To support construction and simulation ...
PLOS2020Time- and Space-Efficient Spatial Data Analytics
Advances in data acquisition technologies and supercomputing for large-scale simulations have led to an exponential growth in the volume of spatial data. This growth is accompanied by an increase in data complexity, such as spatial density, but also by mor ...
EPFL2019