How Long to Read Deep Learning in Multi-step Prediction of Chaotic Dynamics

How Long Does it Take to Read Deep Learning in Multi-step Prediction of Chaotic Dynamics?

It takes the average reader 1 hour and 51 minutes to read Deep Learning in Multi-step Prediction of Chaotic Dynamics by Matteo Sangiorgio

Assuming a reading speed of 250 words per minute. Learn more

Description

The book represents the first attempt to systematically deal with the use of deep neural networks to forecast chaotic time series. Differently from most of the current literature, it implements a multi-step approach, i.e., the forecast of an entire interval of future values. This is relevant for many applications, such as model predictive control, that requires predicting the values for the whole receding horizon. Going progressively from deterministic models with different degrees of complexity and chaoticity to noisy systems and then to real-world cases, the book compares the performances of various neural network architectures (feed-forward and recurrent). It also introduces an innovative and powerful approach for training recurrent structures specific for sequence-to-sequence tasks. The book also presents one of the first attempts in the context of environmental time series forecasting of applying transfer-learning techniques such as domain adaptation.

How long is Deep Learning in Multi-step Prediction of Chaotic Dynamics?

Deep Learning in Multi-step Prediction of Chaotic Dynamics by Matteo Sangiorgio is 111 pages long, and a total of 27,861 words.

This makes it 37% the length of the average book. It also has 34% more words than the average book.

How Long Does it Take to Read Deep Learning in Multi-step Prediction of Chaotic Dynamics Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 32 minutes to read Deep Learning in Multi-step Prediction of Chaotic Dynamics aloud.

What Reading Level is Deep Learning in Multi-step Prediction of Chaotic Dynamics?

Deep Learning in Multi-step Prediction of Chaotic Dynamics is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Deep Learning in Multi-step Prediction of Chaotic Dynamics?

Deep Learning in Multi-step Prediction of Chaotic Dynamics by Matteo Sangiorgio is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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