TY - BOOK
T1 - Artificial intelligence for science
T2 - A deep learning revolution
AU - Choudhary, Alok
AU - Fox, Geoffrey
AU - Hey, Tony
N1 - Publisher Copyright:
© 2023 by World Scientiic Publishing Co. Pte. Ltd. All rights reserved.
PY - 2023/3/21
Y1 - 2023/3/21
N2 - This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities. Huge quantities of experimental data come from many sources telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.
AB - This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities. Huge quantities of experimental data come from many sources telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.
UR - http://www.scopus.com/inward/record.url?scp=85161866557&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85161866557&partnerID=8YFLogxK
U2 - 10.1142/13123
DO - 10.1142/13123
M3 - Book
AN - SCOPUS:85161866557
SN - 9789811265662
BT - Artificial intelligence for science
PB - World Scientific Publishing Co. Pte Ltd
ER -