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1494766

2030 年半導體雷射器市場預測:按類型、材料類型、分銷管道、應用、最終用戶和地區進行的全球分析

Semiconductor Laser Market Forecasts to 2030 - Global Analysis By Type, Material Type, Distribution Channel, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據Stratistics MRC的數據,2024年全球半導體雷射器市場規模為157億美元,預計到2030年將達到1,452億美元,預測期內複合年成長率為44.6%。

半導體雷射是雷射二極體的一種,是一種透過受激發射過程產生連貫光的雷射元件。利用半導體材料作為增益介質,由於電子在施加電壓的影響下穿過 pn 接面的移動而發生光放大。半導體材料內電子和電洞的複合釋放光子,當這個過程受到入射光子的激發時,會導致連貫光的發射。

根據家用電子電器製造商協會統計,2020年全球家用電子電器產業價值達2.9兆美元,並且正在快速成長。

光纖通訊系統需求不斷成長

由於光纖通訊系統的需求不斷成長,市場需求正在迅速成長。這種需求的成長是由於多種因素造成的,包括對高速資料傳輸的需求不斷增加、網路使用量的增加以及雲端運算服務的快速採用。此外,通訊基礎設施的進步和物聯網設備的普及正在加速這一趨勢。

市場競爭激烈,價格壓力

由於技術的快速進步、對高性能雷射的需求不斷增加以及新的市場參與者的出現等因素,市場面臨激烈的競爭和價格壓力。該行業的公司必須不斷創新,以保持領先地位並降低成本,同時保持產品品質和性能。這種充滿挑戰的環境需要策略性的定價策略、高效的生產流程和強力的行銷努力,以在競爭公司之間的激烈對抗關係中保持競爭力並保持盈利。

不斷成長的資料儲存需求

由於對資料儲存解決方案的需求不斷成長,市場需求激增。從雲端運算到人工智慧等各個領域的資料集中應用程式的激增正在推動對高效、大容量儲存解決方案的需求。半導體雷射在光碟、光纖和固態硬碟等資料儲存技術中發揮重要作用,為了滿足現代工業對資料儲存設備日益成長的需求,半導體雷射的需求正在顯著成長。

圍繞稀土元素使用的環境問題

由於稀土元素的使用,市場面臨環境挑戰。這些對於雷射二極體生產至關重要的元素不僅稀有,而且對其提取和加工也會產生環境影響。不永續的採購會導致棲息地破壞和污染,引起人們的擔憂。隨著各行業對半導體雷射的需求迅速增加,業界正努力尋找環保替代品或加強回收方法,以減少稀土元素使用對環境的影響。

COVID-19 的影響:

由於供應鏈、製造和需求中斷,COVID-19 大流行對半導體雷射市場產生了重大影響。封鎖措施和經濟不確定性減少了汽車、工業和消費性電子等行業的投資,影響了半導體雷射的銷售。然而,疫情加速了數位轉型,增加了對雷射雷達、光纖通訊等技術的需求,儘管面臨挑戰,但在一定程度上推動了半導體雷射市場的成長。

藍色雷射市場預計將在預測期內成為最大的市場

預計藍色雷射將在預測期內佔據主導地位。這項進步在光學資料儲存、高清顯示器和生物醫學成像等多個領域具有廣泛的應用。由於藍色雷射在精密加工、材料加工和光譜學方面的卓越性能,對藍色雷射器的需求持續成長。透過不斷的研究和開發,藍色半導體雷射有望推動不同技術領域的進一步進步,並推動市場成長和創新。

預計氮化鎵領域在預測期內複合年成長率最高

預計氮化鎵細分市場在預測期內複合年成長率最高。其寬頻能隙能夠在高溫下高效運行,提供卓越的性能和可靠性。 GaN基雷射表現出高功率、低閾值電流,並在藍色和紫外光頻譜中發射。隨著對緊湊、節能雷射系統的需求激增,GaN 技術繼續佔據主導地位,推動通訊、顯示和其他領域的進步。

比最大的地區

由於通訊、工業和醫療保健等各種應用需求不斷成長,預計北美將在預測期內佔據最大的市場佔有率。技術進步以及擴大採用基於雷射的精密製造和處理解決方案正在推動市場擴張。該地區的主要參與者不斷投資於研發,以增強其產品供應並保持競爭力。

複合年成長率最高的地區:

預計亞太地區在預測期內將維持最高的複合年成長率。該地區以其專注於半導體行業的研發而聞名。雷射二極體製造流程、材料和設計的技術進步帶來了半導體雷射的高效率、高可靠性和高性能。該地區政府經常為半導體公司投資研發和生產設備提供支援和獎勵。

免費客製化服務:

訂閱此報告的客戶可以存取以下免費自訂選項之一:

  • 公司簡介
    • 其他市場參與者的綜合分析(最多 3 家公司)
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  • 區域分割
    • 根據客戶興趣對主要國家的市場估計、預測和複合年成長率(註:基於可行性檢查)
  • 競爭基準化分析
    • 根據產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球半導體雷射市場:按類型

  • 邊發射雷射 (EEL)
  • 紅色雷射
  • 量子級聯雷射(QCL)
  • 藍光雷射
  • 綠光雷射
  • 垂直共振腔面射型雷射(VCSEL)
  • 紅外線雷射
  • 其他類型

第6章全球半導體雷射市場:依材料類型

  • 砷化鎵
  • 磷化銦
  • 氮化鎵
  • 砷化銦
  • 氮化銦鎵
  • 其他材料類型

第7章全球半導體雷射市場:依分銷管道分類

  • 直銷
  • 代理銷售
  • 網路零售商
  • 增值轉售商(VAR)

第8章全球半導體雷射市場:依應用分類

  • 通訊
  • 材料加工
  • 感測與測量
  • 娛樂及展示
  • 生物技術
  • 其他用途

第9章全球半導體雷射市場:依最終用戶分類

  • 通訊/IT
  • 衛生保健
  • 製造業
  • 產業
  • 醫療保健
  • 其他最終用戶

第10章全球半導體雷射市場:按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 其他歐洲國家
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東和非洲

第11章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第12章 公司概況

  • Coherent Inc.
  • Rohm Company Limited
  • Lumentum, Inc.
  • Ushio Inc.
  • Intel Corporation
  • IPG Photonics Corporation
  • Samsung Electronics
  • Broadcom Inc.
  • Panasonic Corp.
  • Mitsubishi Electric
  • Sumitomo Electric Industries Ltd.
  • NeoPhotonics Corporation
  • Furukawa Electric Co., Ltd.
  • Egismos Technology Corporation
  • Ondax, Inc.
  • AMS Osram AG
Product Code: SMRC26281

According to Stratistics MRC, the Global Semiconductor Laser Market is accounted for $15.7 billion in 2024 and is expected to reach $145.2 billion by 2030 growing at a CAGR of 44.6% during the forecast period. A semiconductor laser, is a laser diode, is a type of laser device that generates coherent light through the process of stimulated emission. It utilizes a semiconductor material as the gain medium, where light amplification occurs due to the movement of electrons across a p-n junction under the influence of an applied voltage. When electrons and holes recombine in the semiconductor material, photons are emitted, and if this process is stimulated by incident photons, it can lead to the emission of coherent light.

According to the Consumer Electronics and Appliances Manufacturers Association, in 2020, the global consumer electronics industry was valued at USD 2.9 trillion and is growing at a fast rate.

Market Dynamics:

Driver:

Growing demand for optical communication systems

The market is experiencing a surge in demand driven by the growing need for optical communication systems. This uptick can be attributed to several factors including the escalating demand for high-speed data transmission, increased internet usage, and the burgeoning adoption of cloud computing services. Additionally, advancements in telecommunications infrastructure and the proliferation of IoT devices are further fueling this trend.

Restraint:

Intense market competition and pricing pressure

The market faces intense competition and pricing pressures due to factors such as rapid technological advancements, increasing demand for high-performance lasers, and the emergence of new market players. Companies in this sector must continually innovate to stay ahead, driving down costs while maintaining product quality and performance. This challenging environment necessitates strategic pricing strategies, efficient production processes, and robust marketing efforts to remain competitive and sustain profitability amidst fierce industry rivalry.

Opportunity:

Increasing demand for data storage

The market is experiencing a surge in demand driven by the increasing need for data storage solutions. As data-intensive applications proliferate across various sectors, from cloud computing to artificial intelligence, the demand for efficient and high-capacity storage solutions has escalated. Semiconductor lasers play a crucial role in data storage technologies such as optical discs, fiber optics, and solid-state drives, thus witnessing a notable uptick in demand to meet the growing data storage requirements of modern industries.

Threat:

Environmental concerns over use of rare earth elements

The market faces environmental challenges due to the utilization of rare earth elements. These elements, vital for laser diode production, are not only scarce but also environmentally impactful to extract and process. Concerns arise from their unsustainable sourcing, leading to habitat destruction and pollution. As demand surges for semiconductor lasers across various industries, the industry grapples with finding eco-friendly alternatives or enhancing recycling methods to mitigate the environmental toll of rare earth element usage.

Covid-19 Impact:

The COVID-19 pandemic significantly impacted the semiconductor laser market due to disruptions in supply chains, manufacturing, and demand. Lockdown measures and economic uncertainty led to reduced investments in sectors like automotive, industrial, and consumer electronics, affecting semiconductor laser sales. However, the pandemic also accelerated digital transformation, increasing the demand for technologies like LiDAR and optical communication, driving some growth in the semiconductor laser market despite challenges.

The blue laser segment is expected to be the largest during the forecast period

The blue laser is expected to be the largest during the forecast period. This advancement has found widespread application in various sectors, including optical data storage, high-definition displays, and biomedical imaging. The demand for blue lasers continues to escalate due to their superior performance in precision machining, material processing, and spectroscopy. With ongoing research and development, blue semiconductor lasers are poised to drive further advancements in diverse technological domains, fueling market growth and innovation.

The gallium nitride segment is expected to have the highest CAGR during the forecast period

The gallium nitride segment is expected to have the highest CAGR during the forecast period. Its wide bandgap enables efficient operation at high temperatures, offering superior performance and reliability. GaN-based lasers exhibit high power, low threshold currents, and emit in the blue and ultraviolet spectrum, crucial for various applications. As demand surges for compact and energy-efficient laser systems, GaN technology continues to dominate, driving advancements in telecommunications, displays, and beyond.

Region with largest share:

North America is projected to hold the largest market share during the forecast period driven by increasing demand across various applications such as telecommunications, industrial, and healthcare sectors. Technological advancements, coupled with the rising adoption of laser-based solutions for precision manufacturing and medical treatments, have fueled market expansion. Key players in the region are continuously investing in research and development to enhance product offerings and maintain a competitive edge.

Region with highest CAGR:

Asia Pacific is projected to hold the highest CAGR over the forecast period. The region is known for its focus on research and development in the semiconductor industry. Technological advancements in laser diode manufacturing processes, materials, and designs have led to higher efficiency, reliability, and performance of semiconductor lasers. Governments in the region often provide support and incentives for semiconductor companies to invest in research, development, and production facilities.

Key players in the market

Some of the key players in Semiconductor Laser market include Coherent Inc., Rohm Company Limited, Lumentum, Inc., Ushio Inc., Intel Corporation, IPG Photonics Corporation, Samsung Electronics, Broadcom Inc., Panasonic Corp., Mitsubishi Electric, Sumitomo Electric Industries Ltd., NeoPhotonics Corporation, Furukawa Electric Co., Ltd., Egismos Technology Corporation, Ondax, Inc. and AMS Osram AG.

Key Developments:

In November 2023, Coherent partnered with Chinese semiconductor laser company Wuhan Raycus Fiber Laser Technologies Co., Ltd. to develop and commercialize new high-power fiber lasers for industrial applications.

In September 2023, AMS OSRAM AG and the Malaysian Investment Development Authority (MIDA) announced mutual support for the continued investment and expansion in Malaysia. Through a Collaborative Agreement, MIDA demonstrates significant support for AMS OSRAM's initiatives in Malaysia.

Types Covered:

  • Edge Emitting Lasers (EELs)
  • Red Laser
  • Quantum Cascade Lasers (QCLs)
  • Blue Laser
  • Green Laser
  • Vertical Cavity Surface Emitting Lasers (VCSELs)
  • Infrared Laser
  • Other Types

Material Types Covered:

  • Gallium Arsenide
  • Indium Phosphide
  • Gallium Nitride
  • Indium Gallium Nitride
  • Other Material Types

Distribution Channels Covered:

  • Direct Sales
  • Distributors
  • Online Retailers
  • Value-Added Resellers (VARs)

Applications Covered:

  • Telecommunications
  • Material Processing
  • Sensing and Metrology
  • Entertainment and Display
  • Biotechnology
  • Other Applications

End Users Covered:

  • Telecom and IT
  • Automotive
  • Healthcare
  • Manufacturing
  • Industrial
  • Medical
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Semiconductor Laser Market, By Type

  • 5.1 Introduction
  • 5.2 Edge Emitting Lasers (EELs)
  • 5.3 Red Laser
  • 5.4 Quantum Cascade Lasers (QCLs)
  • 5.5 Blue Laser
  • 5.6 Green Laser
  • 5.7 Vertical Cavity Surface Emitting Lasers (VCSELs)
  • 5.8 Infrared Laser
  • 5.9 Other Types

6 Global Semiconductor Laser Market, By Material Type

  • 6.1 Introduction
  • 6.2 Gallium Arsenide
  • 6.3 Indium Phosphide
  • 6.4 Gallium Nitride
  • 6.5 Indium Arsenide
  • 6.6 Indium Gallium Nitride
  • 6.7 Other Material Types

7 Global Semiconductor Laser Market, By Distribution Channel

  • 7.1 Introduction
  • 7.2 Direct Sales
  • 7.3 Distributors
  • 7.4 Online Retailers
  • 7.5 Value-Added Resellers (VARs)

8 Global Semiconductor Laser Market, By Application

  • 8.1 Introduction
  • 8.2 Telecommunications
  • 8.3 Material Processing
  • 8.4 Sensing and Metrology
  • 8.5 Entertainment and Display
  • 8.6 Biotechnology
  • 8.7 Other Applications

9 Global Semiconductor Laser Market, By End User

  • 9.1 Introduction
  • 9.2 Telecom and IT
  • 9.3 Automotive
  • 9.4 Healthcare
  • 9.5 Manufacturing
  • 9.6 Industrial
  • 9.7 Medical
  • 9.8 Other End Users

10 Global Semiconductor Laser Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Coherent Inc.
  • 12.2 Rohm Company Limited
  • 12.3 Lumentum, Inc.
  • 12.4 Ushio Inc.
  • 12.5 Intel Corporation
  • 12.6 IPG Photonics Corporation
  • 12.7 Samsung Electronics
  • 12.8 Broadcom Inc.
  • 12.9 Panasonic Corp.
  • 12.10 Mitsubishi Electric
  • 12.11 Sumitomo Electric Industries Ltd.
  • 12.12 NeoPhotonics Corporation
  • 12.13 Furukawa Electric Co., Ltd.
  • 12.14 Egismos Technology Corporation
  • 12.15 Ondax, Inc.
  • 12.16 AMS Osram AG

List of Tables

  • Table 1 Global Semiconductor Laser Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Semiconductor Laser Market Outlook, By Type (2022-2030) ($MN)
  • Table 3 Global Semiconductor Laser Market Outlook, By Edge Emitting Lasers (EELs) (2022-2030) ($MN)
  • Table 4 Global Semiconductor Laser Market Outlook, By Red Laser (2022-2030) ($MN)
  • Table 5 Global Semiconductor Laser Market Outlook, By Quantum Cascade Lasers (QCLs) (2022-2030) ($MN)
  • Table 6 Global Semiconductor Laser Market Outlook, By Blue Laser (2022-2030) ($MN)
  • Table 7 Global Semiconductor Laser Market Outlook, By Green Laser (2022-2030) ($MN)
  • Table 8 Global Semiconductor Laser Market Outlook, By Vertical Cavity Surface Emitting Lasers (VCSELs) (2022-2030) ($MN)
  • Table 9 Global Semiconductor Laser Market Outlook, By Infrared Laser (2022-2030) ($MN)
  • Table 10 Global Semiconductor Laser Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 11 Global Semiconductor Laser Market Outlook, By Material Type (2022-2030) ($MN)
  • Table 12 Global Semiconductor Laser Market Outlook, By Gallium Arsenide (2022-2030) ($MN)
  • Table 13 Global Semiconductor Laser Market Outlook, By Indium Phosphide (2022-2030) ($MN)
  • Table 14 Global Semiconductor Laser Market Outlook, By Gallium Nitride (2022-2030) ($MN)
  • Table 15 Global Semiconductor Laser Market Outlook, By Indium Arsenide (2022-2030) ($MN)
  • Table 16 Global Semiconductor Laser Market Outlook, By Indium Gallium Nitride (2022-2030) ($MN)
  • Table 17 Global Semiconductor Laser Market Outlook, By Other Material Types (2022-2030) ($MN)
  • Table 18 Global Semiconductor Laser Market Outlook, By Distribution Channel (2022-2030) ($MN)
  • Table 19 Global Semiconductor Laser Market Outlook, By Direct Sales (2022-2030) ($MN)
  • Table 20 Global Semiconductor Laser Market Outlook, By Distributors (2022-2030) ($MN)
  • Table 21 Global Semiconductor Laser Market Outlook, By Online Retailers (2022-2030) ($MN)
  • Table 22 Global Semiconductor Laser Market Outlook, By Value-Added Resellers (VARs) (2022-2030) ($MN)
  • Table 23 Global Semiconductor Laser Market Outlook, By Application (2022-2030) ($MN)
  • Table 24 Global Semiconductor Laser Market Outlook, By Telecommunications (2022-2030) ($MN)
  • Table 25 Global Semiconductor Laser Market Outlook, By Material Processing (2022-2030) ($MN)
  • Table 26 Global Semiconductor Laser Market Outlook, By Sensing and Metrology (2022-2030) ($MN)
  • Table 27 Global Semiconductor Laser Market Outlook, By Entertainment and Display (2022-2030) ($MN)
  • Table 28 Global Semiconductor Laser Market Outlook, By Biotechnology (2022-2030) ($MN)
  • Table 29 Global Semiconductor Laser Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 30 Global Semiconductor Laser Market Outlook, By End User (2022-2030) ($MN)
  • Table 31 Global Semiconductor Laser Market Outlook, By Telecom and IT (2022-2030) ($MN)
  • Table 32 Global Semiconductor Laser Market Outlook, By Automotive (2022-2030) ($MN)
  • Table 33 Global Semiconductor Laser Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 34 Global Semiconductor Laser Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 35 Global Semiconductor Laser Market Outlook, By Industrial (2022-2030) ($MN)
  • Table 36 Global Semiconductor Laser Market Outlook, By Medical (2022-2030) ($MN)
  • Table 37 Global Semiconductor Laser Market Outlook, By Other End Users (2022-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.