As part of the ACKtiv Nuclear joint venture with Jacobs and Carillion, we are providing engineering, project management, safety and implementation services to safely export hazardous waste fuel, debris and sludge from wet storage.
Forum As ofDeepDive project is in maintenance mode and no longer under active development. What does DeepDive do? DeepDive is a system to extract value from dark data. Like dark matter, dark data is the great mass of data buried in text, tables, figures, and images, which lacks structure and Iter project is essentially unprocessable by existing software.
DeepDive helps bring dark data to light by creating structured data SQL tables from unstructured information text documents and integrating such data Iter project an existing structured database. DeepDive is used to extract sophisticated relationships between entities and make inferences about facts involving those entities.
DeepDive helps one process a wide variety of dark data and put the results into a database. With the data in a database, one can use a variety of standard tools that consume structured data; e.
DeepDive is a new type of data management system that enables one to tackle extraction, integration, and prediction problems in a single system, which allows users to rapidly construct sophisticated end-to-end data pipelines, such as dark data BI Business Intelligence systems.
By allowing users to build their system end-to-end, DeepDive allows users to focus on the portion of their system that most directly improves the quality of their application.
By contrast, previous pipeline-based systems require developers to build extractors, integration code, and other components—without any clear idea of how their changes improve the quality of their data product. This simple insight is the key to how DeepDive systems produce higher quality data in less time.
DeepDive-based systems are used by users without machine learning expertise in a number of domains from paleobiology to genomics to human trafficking; see our showcase for examples.
DeepDive is a trained system that uses machine learning to cope with various forms of noise and imprecision. DeepDive is designed to make it easy for users to train the system through low-level feedback via the Mindtagger interface and rich, structured domain knowledge via rules.
DeepDive wants to enable experts who do not have machine learning expertise. One of DeepDive's key technical innovations is the ability to solve statistical inference problems at massive scale.
DeepDive differs from traditional systems in several ways: DeepDive asks the developer to think about features—not algorithms. In contrast, other machine learning systems require the developer think about which clustering algorithm, which classification algorithm, etc.
In DeepDive's joint inference based approach, the user only specifies the necessary signals or features. DeepDive systems can achieve high quality: PaleoDeepDive has higher quality than human volunteers in extracting complex knowledge in scientific domains and winning performance in entity relation extraction competitions.
DeepDive is aware that data is often noisy and imprecise: Taking such imprecision into account, DeepDive computes calibrated probabilities for every assertion it makes.
For example, if DeepDive produces a fact with probability 0. DeepDive is able to use large amounts of data from a variety of sources. Applications built using DeepDive have extracted data from millions of documents, web pages, PDFs, tables, and figures.
DeepDive allows developers to use their knowledge of a given domain to improve the quality of the results by writing simple rules that inform the inference learning process. DeepDive can also take into account user feedback on the correctness of the predictions to improve the predictions.
DeepDive is able to use the data to learn "distantly".ITER Project Fact Sheet The mission of the international ITER project is to demonstrate the scientific and technological feasibility of fusion energy, using strong magnetic fields to confine fusion fuels in a plasma state hotter than the sun.
Scrum is just one of the many iterative and incremental agile software development methods. You can find here a very detailed description of the process..
In the SCRUM methodology, a Sprint is the basic unit of development. Department of Energy | May Report on the U.S. Participation in the ITER Project | Page ii.
This work has been carried out within the framework of the EUROfusion Consortium and has received funding from the Euratom research and training program under grant agreement No The ITER Games will be held on Saturday 8 September in Vinon-sur-Verdon from to These friendly competitions create the opportunity for those who, directly or indirectly, work on the ITER Project in the South of France to . ITER (International Thermonuclear Experimental Reactor) is an international nuclear fusion research and engineering megaproject, which will be the world's largest magnetic confinement plasma physics experiment. It is an experimental tokamak nuclear fusion reactor that is being built next to the Cadarache facility in Saint-Paul-lès-Durance, in Provence, southern France.
Message from the Secretary. ITER remains the best candidate today to demonstrate sustained burning plasma, which is a. ITER is the world’s largest fusion experiment. Thirty-five nations are collaborating to build and operate the ITER Tokamak, the most complex machine ever designed, to prove that fusion is a viable source of large-scale, safe, and environmentally friendly energy for the planet.
ITER ("The Way" in Latin) is one of the most ambitious energy projects in the world today. In southern France, 35 nations are collaborating to build the world's largest tokamak, a magnetic fusion device that has been designed to prove the feasibility of fusion as a large-scale and carbon-free source of energy based on the same principle that powers our Sun and stars.
This work has been carried out within the framework of the EUROfusion Consortium and has received funding from the Euratom research and training program under grant agreement No