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AtlantECO Deliverable number 2.1 – AtlantECO-BASE
(2023)This deliverable reports on Task 2.2 ‘Assembly of observations about microbiomes, plastics, the plastisphere and carbon fluxes’. It used protocols established in task 2.1 ‘Definition of common standards for the assembly of spatially explicit data’ to compile, quality-control and grid existing high-quality observations into a knowledge base of observations (D2.1). Data included into AtlantECO-BASE1 consisted of contributions from the five ...Report -
Seven routes to experimentation in policymaking: A guide to applied behavioural science methods
(2023)OECD Working Papers on Public GovernanceBehavioural science methods are increasingly used to design and evaluate public policies that better reflect human behaviour and decision making. However, there is a lack of standardization in selecting and labelling these methods, making it difficult for policymakers to choose the appropriate one for a specific policy context. To address this, this working paper proposes guidelines and a visual roadmap, including five key questions to ...Report -
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Fifth National Climate Assessment: Chapter 19. Economics
(2023)The climate is a national asset that enables and contributes value to diverse economic activities across the United States, from agriculture, finance, and tourism to healthcare, education, and real estate. Changes in the climate are expected to impose substantial new costs to the US economy and adversely affect the economic opportunities of most Americans. Climate change, and the policies adopted in response to it, are also expected to ...Report -
Machine learning techniques for model-independent searches in dijet final states
(2023)CMS NoteWe present the performance of Machine Learning–based anomaly detection techniques for extracting potential new physics phenomena in a model-agnostic way with the CMS Experiment at the Large Hadron Collider. We introduce five distinct outlier detection or density estimation techniques, namely CWoLa, Tag N’ Train, CATHODE, QUAK, and QR-VAE, tailored for the identification of anoma- lous jets originating from the decay of unknown heavy ...Report -
Anomaly Detection in the CMS Global Trigger Test Crate for Run 3
(2023)CMS Performance NoteReport -
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