Catalogue en ligne Bibliothèque de l’École Nationale Polytechnique Algérie

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Mechanical automation and engineering materials

Towards a unified soil mechanics theory : the use of effective stresses in unsaturated soils

Site-specific ground motions for seismic design of buildings and other structures

Vibratory gyroscopes based on micro-electromechanical and non-micro-electromechanical systems

Machine learning for civil and environmental engineers : a practical approach to data-driven analysis, axplainability, and causality

Why do buildings collapse in earthquakes? building for safety in seismic areas

Engineering materials and engineering design

Photovoltaics : synthesis, applications and emerging technologies

Design, analysis, and manufacturing of lightweight composite structures

Photovoltaic systems : artificial intelligence-based

Structural dynamics and static nonlinear analysis from theory to application

Advances in MEMS and microfluidic systems

Earthquake engineering for concrete dams

Advanced concepts and technologies for electric vehicles

Damage and cracking of concrete structures / Mazars, Jacky

Bioengineering at the micro-scale / Lladó Maldonado, Susanna Maria

Machine learning applications in civil engineering / Meshram, Kundan

Civil engineering materials / Yuan, Qiang

Renewable energy for mitigating climate change

Basic electronics engineering & devices / Singh, R-K

Wastewater treatment : recycling, management, and valorization of industrial solid wastes

Geology, Geodynamics, and Atmospheric Electricity / Vladimir, Shuleikin

Eco-friendly energy processes and technologies for achieving sustainable development

Influence of Microplastics on Environmental and Human Health / Yvonne, Lang

Electrical Resistivity and Other Geophysical Methods for Improved Modelling of Groundwater Flow / Lagudu, Surinaidu

Biogenic nanomaterial for health and environment

Toxicity of aquatic system and remediation

Water resources management for rural development

Agricultural drainage engineering / Parmar, Hiteshkumar V.

Electromechanical machinery theory and performance / Ortmeyer, Thomas-Howard

AI-Based Services for Smart Cities and Urban Infrastructure / Kangjuan, Lyu

Microbial biodegradation and bioremediation

Nonlinear systems / Singh, Piyush-Pratap

Cooling of rotating electrical machines / Staton, David

Carbon mineralization in coastal wetlands / Xiaoguang, Ouyang

Corrosion of buried steel at new and in-service infrastructure

One-dimensional transient flow in pipelines modelling and simulation / Ghodhbani, Abdelaziz

Earthquake engineering for dams and reservoirs / Hinks, Jonathan

High-power electromagnetic effects on electronic systems / Giri, D.-V.

Safety in Chemical and Process Industries

Study Guide for Alive and Well at the End of the Day

Artificial intelligence and internet of things for renewable energy systems

Unconventional subsurface flow and transport, Vol. 1

A retractable guidance system for mine shaft hoists

Modèles mathématiques en hydraulique maritime et modèles de transport

Fundamentals of groundwater and drainage engineering

Database design and modeling with Google Cloud

Intelligent automation with IBM Cloud Pak for Business Automation

Intelligent computing for interactive system design

Common information, noise stability, and their extensions

The convergence of artificial intelligence and blockchain technologies

Human-computer interaction and technology integration in modern society

Emerging trends in sustainable supply chain management and green logistics

Industrial applications of big data, AI, and blockchain

Friction stir welding of 2XXX aluminum alloys including Al-Li alloys

Composite materials, powder metallurgy and functional materials

Challenges and solutions in internet of things-based smart applications

Intelligent and sustainable engineering systems for industry 4.0 and beyond

Digital twins for smart cities and urban planning

Key technologies for the 6G air interface

Operational perspective of modeling system reliability

Hydrogen energy conversion and management

Math optimization for artificial intelligence

Microbiome drivers of ecosystem function

Analysis of electric machinery and drive systems

Advanced materials-based fluids for thermal systems

Machine Learning and Artificial Intelligence in Geosciences

Green and sustainable approaches using wastes for the production of multifunctional nanomaterials

Data analytics applied to the mining industry

Advances in corrosion control of magnesium and its alloys

Biovalorisation of Liquid and Gaseous Effluents of Oil Refinery and Petrochemical Industry

Blockchain and machine learning for IoT security

Technologies and processes in applied mechanics and materials research

Innovative machine learning applications for cryptography

Materials for energy conversion and storage

Dielectric, supercapacitive, photoluminescent properties of hybrid metal organic frameworks

Corrosion protection of metals and alloys using graphene and biopolymer based nanocomposites

Sustainable urban mining of precious metals

The science and technology of cement and other hydraulic binders

Biocomposites - bio-based fibers and polymers from renewable resources

Water Treatment Using Engineered Carbon Nanotubes

Control strategies of permanent magnet synchronous motor drive for electric vehicles

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Titre :

Machine Learning and Artificial Intelligence in Geosciences

Auteurs :

Benjamin Moseley, Auteur ; Lion Krischer, Auteur

Type de document :

document électronique

Editeur :

New York : Academic press, 2020

ISBN/ISSN/EAN :

978-0-12-821684-2

Format :

1 fichier PDF / ill.

Note générale :

Mode d'accès : accès au texte intégral par :
- authentification après inscription à la plateforme EBSCOhost
ou
- adresse IP de l'École.

Langues :

Anglais

Index. décimale :

550.3 (Géophysique)

Tags :

Machine learning Earth sciences--Data processing

Résumé :

Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various scales, a review on machine learning techniques to describe fractured media, signal augmentation to improve the generalization of deep neural networks, deep generator priors for Bayesian seismic inversion, as well as a review on homogenization for seismology, and more. - Provides high-level reviews of the latest innovations in geophysics - Written by recognized experts in the field - Presents an essential publication for researchers in all fields of geophysics

Note de contenu :

Summary:
1.70 years of machine learning in geoscience in review
2.Machine learning and fault rupture: A review
3.Machine learning techniques for fractured media
4. Seismic signal augmentation to improve generalization of deep neural networks
5.Deep generator priors for Bayesian seismic inversion
6. An introduction to the two-scale homogenization method for seismology

En ligne :

https://research.ebsco.com/linkprocessor/plink?id=ea0752cf-a3d6-3fa1-bfe9-bae29d805980

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Code-barres		Cote		Support		Localisation		Section		Disponibilité	Etat_Exemplaire
E00447		550.3 MOS		Ressources électroniques		Bibliothèque Centrale		Sciences de la terre		Disponible	Téléchargeable

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Bibliothèque de l’École Nationale Polytechnique Algérie

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