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Sustainable Materials The Role of Artificial Intelligence and Machine Learning - Akshansh Mishra, Vijaykumar S Jatti, Shivangi Paliwal 2025 PDF CRC Press BOOKS
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Sustainable Materials The Role of Artificial Intelligence and Machine Learning
Author: Akshansh Mishra, Vijaykumar S Jatti, Shivangi Paliwal
Year: 2025
Pages: 215
Format: PDF
File size: 16.5 MB
Language: ENG



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Sustainable Materials The Role of Artificial Intelligence and Machine Learning In this thought-provoking book, we explore the intersection of artificial intelligence (AI), machine learning, and sustainable materials, and how these technologies can be used to create a more sustainable future for all. The book begins by examining the current state of the world's resources and the impact that human activities have had on the environment. We then delve into the potential of AI and machine learning to address these challenges and create a more sustainable future. The first chapter discusses the importance of understanding the process of technology evolution and its impact on society. The authors argue that by studying the history of technology and its development, we can gain a better understanding of how it has shaped our world and how it will continue to shape our future. They also emphasize the need for a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for survival in a warring state. In the second chapter, the authors examine the role of AI and machine learning in sustainable materials development. They discuss how these technologies can be used to optimize resource use, reduce waste, and improve product design.
Устойчивые материалы Роль искусственного интеллекта и машинного обучения В этой книге, заставляющей задуматься, мы исследуем взаимосвязь искусственного интеллекта (ИИ), машинного обучения и устойчивых материалов, а также то, как эти технологии могут быть использованы для создания более устойчивого будущего для всех. Книга начинается с изучения текущего состояния мировых ресурсов и влияния, которое деятельность человека оказала на окружающую среду. Затем мы углубляемся в потенциал ИИ и машинного обучения для решения этих проблем и создания более устойчивого будущего. В первой главе обсуждается важность понимания процесса эволюции технологий и его влияния на общество. Авторы утверждают, что, изучая историю технологий и их развитие, мы можем лучше понять, как они сформировали наш мир и как они будут продолжать формировать наше будущее. Они также подчеркивают необходимость личностной парадигмы восприятия технологического процесса развития современных знаний как основы выживания в воюющем государстве. Во второй главе авторы рассматривают роль ИИ и машинного обучения в устойчивом развитии материалов. Они обсуждают, как эти технологии можно использовать для оптимизации использования ресурсов, сокращения отходов и улучшения дизайна продукции.
Matériaux durables rôle de l'intelligence artificielle et du machine learning Dans ce livre de réflexion, nous explorons la relation entre l'intelligence artificielle (IA), le machine learning et les matériaux durables, ainsi que la façon dont ces technologies peuvent être utilisées pour créer un avenir plus durable pour tous. livre commence par une étude de l'état actuel des ressources mondiales et de l'impact des activités humaines sur l'environnement. Nous approfondirons ensuite le potentiel de l'IA et de l'apprentissage automatique pour relever ces défis et créer un avenir plus durable. premier chapitre traite de l'importance de comprendre l'évolution de la technologie et son impact sur la société. s auteurs affirment qu'en étudiant l'histoire des technologies et leur évolution, nous pouvons mieux comprendre comment elles ont façonné notre monde et comment elles continueront à façonner notre avenir. Ils soulignent également la nécessité d'un paradigme personnel pour percevoir le processus technologique du développement des connaissances modernes comme base de la survie dans un État en guerre. Dans le deuxième chapitre, les auteurs examinent le rôle de l'IA et de l'apprentissage automatique dans le développement durable des matériaux. Ils discutent de la façon dont ces technologies peuvent être utilisées pour optimiser l'utilisation des ressources, réduire les déchets et améliorer la conception des produits.
Materiales sostenibles papel de la inteligencia artificial y el aprendizaje automático En este libro, que nos hace reflexionar, exploramos la relación entre la inteligencia artificial (IA), el aprendizaje automático y los materiales sostenibles, así como cómo estas tecnologías pueden ser utilizadas para crear un futuro más sostenible para todos. libro comienza con un estudio del estado actual de los recursos del mundo y el impacto que la actividad humana ha tenido en el medio ambiente. A continuación, profundizamos en el potencial de la IA y el aprendizaje automático para abordar estos desafíos y crear un futuro más sostenible. primer capítulo discute la importancia de entender el proceso de evolución de la tecnología y su impacto en la sociedad. autores sostienen que al estudiar la historia de la tecnología y su desarrollo, podemos entender mejor cómo han moldeado nuestro mundo y cómo seguirán moldeando nuestro futuro. También destacan la necesidad de un paradigma personal para percibir el proceso tecnológico del desarrollo del conocimiento moderno como base para la supervivencia en un Estado en guerra. En el segundo capítulo, los autores examinan el papel de la IA y el aprendizaje automático en el desarrollo sostenible de los materiales. Discuten cómo estas tecnologías se pueden utilizar para optimizar el uso de los recursos, reducir el desperdicio y mejorar el diseño de los productos.
Materiali sostenibili Il ruolo dell'intelligenza artificiale e dell'apprendimento automatico In questo libro che fa riflettere, stiamo esplorando le relazioni tra intelligenza artificiale (IA), apprendimento automatico e materiali sostenibili, e come queste tecnologie possano essere utilizzate per creare un futuro più sostenibile per tutti. Il libro inizia esplorando lo stato attuale delle risorse mondiali e l'impatto che le attività umane hanno avuto sull'ambiente. Poi ci stiamo approfondendo nel potenziale dell'IA e dell'apprendimento automatico per affrontare questi problemi e creare un futuro più sostenibile. Il primo capitolo parla dell'importanza di comprendere l'evoluzione della tecnologia e il suo impatto sulla società. Gli autori sostengono che, studiando la storia della tecnologia e il loro sviluppo, possiamo capire meglio come hanno formato il nostro mondo e come continueranno a formare il nostro futuro. Essi sottolineano anche la necessità di un paradigma personale della percezione del processo tecnologico di sviluppo della conoscenza moderna come base di sopravvivenza in uno stato in guerra. Nel secondo capitolo gli autori affrontano il ruolo dell'IA e dell'apprendimento automatico nello sviluppo sostenibile dei materiali. Discutono di come queste tecnologie possano essere utilizzate per ottimizzare l'utilizzo delle risorse, ridurre i rifiuti e migliorare la progettazione dei prodotti.
Nachhaltige Materialien Die Rolle von künstlicher Intelligenz und maschinellem rnen In diesem Buch, das zum Nachdenken anregt, untersuchen wir die Beziehung zwischen künstlicher Intelligenz (KI), maschinellem rnen und nachhaltigen Materialien und wie diese Technologien genutzt werden können, um eine nachhaltigere Zukunft für alle zu schaffen. Das Buch beginnt mit einer Untersuchung des aktuellen Zustands der Ressourcen der Welt und der Auswirkungen menschlicher Aktivitäten auf die Umwelt. Dann vertiefen wir uns in das Potenzial von KI und maschinellem rnen, um diese Herausforderungen anzugehen und eine nachhaltigere Zukunft zu schaffen. Das erste Kapitel diskutiert die Bedeutung des Verständnisses des technologischen Evolutionsprozesses und seiner Auswirkungen auf die Gesellschaft. Die Autoren argumentieren, dass wir durch das Studium der Geschichte der Technologie und ihrer Entwicklung besser verstehen können, wie sie unsere Welt geprägt haben und wie sie unsere Zukunft weiter gestalten werden. e betonen auch die Notwendigkeit eines persönlichen Paradigmas der Wahrnehmung des technologischen Prozesses der Entwicklung des modernen Wissens als Grundlage für das Überleben in einem kriegführenden Staat. Im zweiten Kapitel beschäftigen sich die Autoren mit der Rolle von KI und maschinellem rnen bei der nachhaltigen Materialentwicklung. e diskutieren, wie diese Technologien genutzt werden können, um die Ressourcennutzung zu optimieren, Verschwendung zu reduzieren und das Produktdesign zu verbessern.
חומרים ברי קיימא התפקיד של בינה מלאכותית ולמידה מכונה בספר מעורר מחשבה זה, אנו חוקרים את החיבור בין בינה מלאכותית (AI), למידת מכונה וחומרים ברי קיימא, הספר מתחיל בבדיקת המצב הנוכחי של משאבי העולם וההשפעה שיש לפעילויות האנושיות על הסביבה. ואז אנחנו מתעמקים בפוטנציאל של אל ומכונה ללמוד לפתור את הבעיות האלה וליצור עתיד בר קיימא יותר. הפרק הראשון דן בחשיבות הבנת התפתחות הטכנולוגיה והשפעתה על החברה. המחברים טוענים שאם נחקור את ההיסטוריה של הטכנולוגיה ואת האבולוציה שלה, נוכל להבין טוב יותר כיצד היא עיצבה את עולמנו וכיצד היא תמשיך לעצב את עתידנו. הם גם מדגישים את הצורך בפרדיגמה אישית של תפיסה של התהליך הטכנולוגי של התפתחות הידע המודרני כבסיס להישרדות במדינה לוחמת. בפרק השני מחשיבים המחברים את תפקידם של בינה מלאכותית ולימוד מכונה בפיתוח בר קיימא של חומרים. הם דנים כיצד ניתן להשתמש בטכנולוגיות אלה כדי לייעל את השימוש במשאבים, להפחית פסולת ולשפר את עיצוב המוצר.''
Sürdürülebilir Malzemeler Yapay Zeka ve Makine Öğreniminin Rolü Bu düşündürücü kitapta, yapay zeka (AI), makine öğrenimi ve sürdürülebilir materyallerin birbirine bağlanmasını ve bu teknolojilerin herkes için daha sürdürülebilir bir gelecek yaratmak için nasıl kullanılabileceğini araştırıyoruz. Kitap, dünya kaynaklarının mevcut durumunu ve insan faaliyetlerinin çevre üzerindeki etkisini inceleyerek başlıyor. Ardından, bu sorunları çözmek ve daha sürdürülebilir bir gelecek yaratmak için AI ve makine öğreniminin potansiyelini araştırıyoruz. İlk bölüm, teknolojinin evrimini ve toplum üzerindeki etkisini anlamanın önemini tartışıyor. Yazarlar, teknolojinin tarihini ve evrimini inceleyerek, dünyamızı nasıl şekillendirdiğini ve geleceğimizi nasıl şekillendirmeye devam edeceğini daha iyi anlayabileceğimizi savunuyorlar. Ayrıca, savaşan bir devlette hayatta kalmanın temeli olarak modern bilginin gelişiminin teknolojik sürecinin kişisel bir algı paradigmasına duyulan ihtiyacı vurgulamaktadırlar. İkinci bölümde, yazarlar AI ve makine öğreniminin malzemelerin sürdürülebilir gelişimindeki rolünü ele almaktadır. Bu teknolojilerin kaynak kullanımını optimize etmek, israfı azaltmak ve ürün tasarımını geliştirmek için nasıl kullanılabileceğini tartışıyorlar.
المواد المستدامة دور الذكاء الاصطناعي والتعلم الآلي في هذا الكتاب المثير للتفكير، نستكشف الترابط بين الذكاء الاصطناعي (AI) والتعلم الآلي والمواد المستدامة، وكيف يمكن استخدام هذه التقنيات لخلق مستقبل أكثر استدامة للجميع. يبدأ الكتاب بدراسة الوضع الحالي لموارد العالم وتأثير الأنشطة البشرية على البيئة. ثم نتعمق في إمكانات الذكاء الاصطناعي والتعلم الآلي لحل هذه المشكلات وخلق مستقبل أكثر استدامة. يناقش الفصل الأول أهمية فهم تطور التكنولوجيا وتأثيرها على المجتمع. يجادل المؤلفون بأنه من خلال دراسة تاريخ التكنولوجيا وتطورها، يمكننا أن نفهم بشكل أفضل كيف شكلت عالمنا وكيف ستستمر في تشكيل مستقبلنا. كما يشددون على الحاجة إلى نموذج شخصي لتصور العملية التكنولوجية لتطور المعرفة الحديثة كأساس للبقاء في دولة متحاربة. في الفصل الثاني، ينظر المؤلفون في دور الذكاء الاصطناعي والتعلم الآلي في التنمية المستدامة للمواد. يناقشون كيف يمكن استخدام هذه التقنيات لتحسين استخدام الموارد وتقليل النفايات وتحسين تصميم المنتج.
可持續材料人工智能和機器學習的作用在本書中,讓我們思考的是人工智能(AI)、機器學習和可持續材料的相互關系,以及如何利用這些技術為所有人創造更可持續的未來。本書首先研究了世界資源的現狀以及人類活動對環境的影響。然後,我們將深入研究AI和機器學習的潛力,以應對這些挑戰並創造更可持續的未來。第一章討論了了解技術演變過程及其對社會影響的重要性。作者認為,通過研究技術的歷史及其發展,我們可以更好地了解它們如何塑造我們的世界,以及它們將如何繼續塑造我們的未來。他們還強調有必要以個人範式將現代知識的發展過程視為交戰國生存的基礎。在第二章中,作者回顧了AI和機器學習在材料可持續發展中的作用。他們討論了如何利用這些技術來優化資源利用、減少浪費和改進產品設計。

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