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Generative AI for photonic sensing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Generative AI for photonic sensingedited by Yesudasu Vasimalla, Santosh Kumar.
other author:	Vasimalla, Yesudasu.
Published:	Singapore :Springer Nature Singapore :2025.
Description:	xx, 290 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Detectors.
Online resource:	https://doi.org/10.1007/978-981-95-1561-5
ISBN:	9789819515615$q(electronic bk.)

Generative AI for photonic sensing
Generative AI for photonic sensing[electronic resource] /edited by Yesudasu Vasimalla, Santosh Kumar. - Singapore :Springer Nature Singapore :2025. - xx, 290 p. :ill. (chiefly col.), digital ;24 cm. - Progress in optical science and photonics,v. 362363-510X ;. - Progress in optical science and photonics ;v.2..

1. Understanding the Fundamentals of Photonic Sensors: Principles, Mechanisms and Applications -- 2. Fundamentals of Generative AI -- 3. Fiber Optic Sensors (FOSs) and Artificial Intelligence (AI): Brief History and Overviews -- 4. Generative AI Models For Sensor Data Processing -- 5. AI in optical fiber sensors and sensing network.

This book highlights the revolutionary effects of generative Artificial Intelligence (AI) on photonic sensing technologies, where intelligent systems might improve precision, effectiveness, and applicability of light-based sensors. This book covers the basics of photonic sensors and explains their significance for a variety of applications in healthcare, environmental monitoring, autonomous systems, and industrial process industries. Readers will learn how generative AI is being used in important fields including optical imaging, optical fiber sensors, spectroscopy, and LIDAR systems. It also provides a guidance for researchers, engineers, and professionals working in the fields of optical sensing and artificial intelligence by fusing the rapidly developing discipline of generative AI with sophisticated photonic sensing.

ISBN: 9789819515615$q(electronic bk.)

Standard No.: 10.1007/978-981-95-1561-5doiSubjects--Topical Terms:

197808
Detectors.

LC Class. No.: TK7872.D48

Dewey Class. No.: 681.2

Generative AI for photonic sensing
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505 0 $a 1. Understanding the Fundamentals of Photonic Sensors: Principles, Mechanisms and Applications -- 2. Fundamentals of Generative AI -- 3. Fiber Optic Sensors (FOSs) and Artificial Intelligence (AI): Brief History and Overviews -- 4. Generative AI Models For Sensor Data Processing -- 5. AI in optical fiber sensors and sensing network.
520 $a This book highlights the revolutionary effects of generative Artificial Intelligence (AI) on photonic sensing technologies, where intelligent systems might improve precision, effectiveness, and applicability of light-based sensors. This book covers the basics of photonic sensors and explains their significance for a variety of applications in healthcare, environmental monitoring, autonomous systems, and industrial process industries. Readers will learn how generative AI is being used in important fields including optical imaging, optical fiber sensors, spectroscopy, and LIDAR systems. It also provides a guidance for researchers, engineers, and professionals working in the fields of optical sensing and artificial intelligence by fusing the rapidly developing discipline of generative AI with sophisticated photonic sensing.
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