Concept
Découverte scientifique
Publications associées (20)
Development of metal-organic frameworks based on N-heterocyclic ligands
Metal-organic frameworks (MOFs) have firmly established in the field of porous materials since their early discovery in the 1990s. With a plethora of applications, these materials offer endless possibilities owing to their tunable, modular nature. The vast ...
EPFL2022A general and efficient framework for atomistic machine learning
Over the last two decades, many technological and scientific discoveries, ranging from the development of materials for energy conversion and storage through the design of new drugs, have been accelerated by the use of preliminary in silico experiments, to ...
EPFL2021Workflows in AiiDA: Engineering a high-throughput, event-based engine for robust and modular computational workflows
Nicola Marzari, Giovanni Pizzi, Martin Uhrin, Sebastiaan Philippe Huber
Over the last two decades, the field of computational science has seen a dramatic shift towards incorporating high-throughput computation and big-data analysis as fundamental pillars of the scientific discovery process. This has necessitated the developmen ...
2020Concept Discovery for The Interpretation of Landscape Scenicness
In this paper, we study how to extract visual concepts to understand landscape scenicness. Using visual feature representations from a Convolutional Neural Network (CNN), we learn a number of Concept Activation Vectors (CAV) aligned with semantic concepts ...
2020Deep Feature Factorization for Concept Discovery
Sabine Süsstrunk, Radhakrishna Achanta, Edo Collins
We propose Deep Feature Factorization (DFF), a method capable of localizing similar semantic concepts within an image or a set of images. We use DFF to gain insight into a deep convolutional neural network's learned features, where we detect hierarchical c ...
SpringerLink2018The hope and the hype of organoid research
Matthias Lütolf, Alfonso Martinez Arias
The recent increase in organoid research has been met with great enthusiasm, as well as expectation, from the scientific community and the public alike. There is no doubt that this technology opens up a world of possibilities for scientific discovery in de ...
Company of Biologists2017Roadmap on optical rogue waves and extreme events
Krassimir Panajotov, Yiqi Zhang
The pioneering paper 'Optical rogue waves' by Solli et al (2007 Nature 450 1054) started the new subfield in optics. This work launched a great deal of activity on this novel subject. As a result, the initial concept has expanded and has been enriched by n ...
Iop Publishing Ltd2016Utility-Based Mechanism for Structural Self-Organization in Service-Oriented MAS
Structural relations established among agents influence the performance of decentralized service discovery process in multiagent systems. Moreover, distributed systems should be able to adapt their structural relations to changes in environmental condition ...
Assoc Computing Machinery2014Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms
Advances in remote sensing technologies have allowed us to send an ever-increasing number of satellites in orbit around Earth. As a result, satellite image archives have been constantly increasing in size in the last few years (now reaching petabyte sizes) ...
Springer Berlin Heidelberg2012