Browsing by Subject "machine learning"
Now showing items 1-6 of 6
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Hands On Data Science and Machine Learning for Geophysics
(2023-03)This module aims to provide the hands-on data science and machine learning for Geophysics Engineering students. Data Science and Machine Learning for Geophysics basically 70% theory and 30% practice/hands on. This book ... -
Machine Learning Algorithms Comparison for Stuck Pipe Detection in Geothermal Drilling Operation in North Sumatera, East Java and West Java Fields
(2024-05-31)Intensive geothermal drilling efforts are essential in order to reach the Indonesian government target of 3,355 Mwe by 2030. To reduce the overall risk of stuck pipe, a significant risk in drilling geothermal wells, ... -
Modul Praktikum Pemelajaran Mesin
(2023-03)This course aims to provide analytic skills for students in processing data, especially building model learning machines using the Python programming language to solve existing problems. Machine Learning practical class ... -
OTOMATISASI PEMILIHAN WAKTU TIBA GELOMBANG-P GEMPA MENGGUNAKAN MACHINE LEARNING
(Yosua Hotmaruli Lumban Gaol, 2020-07-14)Akurasi pemilihan waktu tiba gelombang (first break picking) pada gempa sangat penting dalam proses pengolahan data seismik. Pada umumnya pemilihan waktu tiba gelombang dilakukan secara manual atau menggunakan algoritma ... -
OTOMATISASI PEMILIHAN WAKTU TIBA GELOMBANG-P GEMPA MENGGUNAKAN MACHINE LEARNING
(Yosua Hotmaruli Lumban Gaol, 2020-07-14)The accuracy of earthquake wave first-break picking is important in seismic data processing. The first-break process is usually picked manually by visual inspection with or without STA/LTA algorithm. The principle of STA/LTA ... -
Prediksi Kecepatan Gelombang S dengan Machine Learning pada Sumur S-1, Cekungan Sumatera Tengah, Indonesia
(Sthevanie Dhita Sudrazat, 2020)