Addressing Large Hadron Collider Challenges by Machine Learning

Start Date: 03/17/2019

Course Type: Common Course

Course Link: https://www.coursera.org/learn/hadron-collider-machine-learning

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About Course

The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It doesn’t produce the big data, the data is gigantic. Just one of the four experiments generates thousands gigabytes per second. The intensity of data flow is only going to be increased over the time. So the data processing techniques have to be quite sophisticated and unique. In this course we’ll introduce students into the main concepts of the Physics behind those data flow so the main puzzles of the Universe Physicists are seeking answers for will be much more transparent. Of course we will scrutinize the major stages of the data processing pipelines, and focus on the role of the Machine Learning techniques for such tasks as track pattern recognition, particle identification, online real-time processing (triggers) and search for very rare decays. The assignments of this course will give you opportunity to apply your skills in the search for the New Physics using advanced data analysis techniques. Upon the completion of the course you will understand both the principles of the Experimental Physics and Machine Learning much better.

Deep Learning Specialization on Coursera

Course Introduction

The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It doesn’

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Very Large Hadron Collider The Very Large Hadron Collider (VLHC) is a hypothetical future hadron collider with performance significantly beyond the Large Hadron Collider.
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Large Hadron Collider The Large Hadron Collider was the focus of the 2012 student film "Decay", with the movie being filmed on location in CERN's maintenance tunnels.
Hadron collider A hadron collider is a very large particle accelerator built to test the predictions of various theories in particle physics, high-energy physics or nuclear physics by colliding hadrons. A hadron collider uses underground tunnels to accelerate, store, and collide two particle beams.
Large Hadron Collider The Large Hadron Collider gained a considerable amount of attention from outside the scientific community and its progress is followed by most popular science media. The LHC has also inspired works of fiction including novels, TV series, video games and films.
Collider The most high-energetic collider in the world (as of 2016) is the Large Hadron Collider (LHC) at CERN. There are several particle collider projects currently under consideration.
Large Hadron Collider The experiments at the Large Hadron Collider sparked fears that the particle collisions might produce doomsday phenomena, involving the production of stable microscopic black holes or the creation of hypothetical particles called strangelets. Two CERN-commissioned safety reviews examined these concerns and concluded that the experiments at the LHC present no danger and that there is no reason for concern, a conclusion expressly endorsed by the American Physical Society.
List of Large Hadron Collider experiments This is a list of experiments at CERN's Large Hadron Collider (LHC). The LHC is the most energetic particle collider in the world, and is used to test the accuracy of the Standard Model, and to look for physics beyond the Standard Model such as supersymmetry, extra dimensions, and others.
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