Microscopy
A microscope is an instrument designed for viewing objects that are too small to be seen easily by the naked eye.[4.1] The term "microscopy" originates from Greek words meaning "small" and "to view," and was coined by Giovanni Faber on April 13, 1625.[6.1] Microscopy involves various techniques, including optical microscopy, dark field microscopy, fluorescence microscopy, electron microscopy, and X-ray microscopy, each employing different methods to magnify and develop images of microscopic samples for detailed observation and analysis in scientific research.[5.1]
Optical microscopy, which utilizes visible light, is one of the most common methods.[5.1] Other techniques include electron microscopy, using a beam of electrons for high magnification, and fluorescence microscopy, which employs UV light to visualize fluorescent specimens.[5.1] The invention of the microscope was a pivotal advancement during the Scientific Revolution, leading to groundbreaking discoveries in fields such as botany, entomology, and _anatomy.[3.1] As technology has advanced, microscopy has evolved to include sophisticated methods such as confocal laser scanning and scanning tunneling microscopy, further enhancing our ability to observe and understand microscopic structures.[1.1]
Microscopy encompasses a variety of techniques, each tailored to specific applications and types of specimens. Among the most prominent types are optical microscopy, electron microscopy, and advanced imaging techniques.
Optical microscopy encompasses various techniques, including brightfield, darkfield, and phase contrast microscopy, each with distinct applications and methods of illumination. Brightfield microscopy is a versatile tool widely utilized in biological research for examining stained specimens such as tissues, cells, and microorganisms, allowing scientists to study cellular structures like nuclei and organelles.[16.1] This technique relies on direct light passing through the specimen, producing a dark-on-light image that enhances visibility, particularly for stained samples.[17.1] In contrast, darkfield microscopy employs side illumination to create a bright-on-dark image, which is advantageous for observing transparent specimens without the need for staining.[17.1] Phase contrast microscopy, on the other hand, is specifically designed for unstained specimens, converting differences in refractive index into variations in brightness, thus enabling the visualization of live cells and other transparent samples.[19.1] This method is particularly effective when light absorption is poor, as it enhances the visibility of transparent specimens by phase-shifting the light passing through them.[19.1]
Electron microscopy (EM) represents a significant advancement over optical microscopy (OM), primarily due to the use of electron beams instead of visible light. The main difference between these two techniques lies in the wavelength of the electromagnetic radiation used for imaging: OM utilizes visible light (400 - 700 nm), while EM employs a focused beam of electrons, which have a wavelength in the picometer range, resulting in much higher resolution and magnification capabilities.[14.1] For instance, transmission electron microscopes can achieve resolutions as fine as 50 picometers.[14.1] Over the past decade, there have been rapid advances in direct detector technology for electron microscopy, which have revolutionized the field and enabled scientists to explore intricate details of the micro- and nano-scale world with unprecedented clarity and precision.[9.1] These advancements have impacted various techniques, including transmission electron microscopy (TEM), scanning electron microscopy (SEM), and cryo-electron microscopy (cryo-EM).[9.1] Cryo-EM, in particular, has experienced remarkable growth as a method for visualizing biological structures, driven by developments in both single-particle analysis and cryo-electron tomography, which have facilitated the determination of high-resolution biomolecular structures that are not tractable with other methods.[12.1]
Modern microscopy has undergone significant advancements, particularly with the introduction of super-resolution microscopy, which surpasses the diffraction limit of light, allowing for enhanced visualization of microscopic structures.[20.1] Additionally, computational microscopy is emerging as a transformative approach, leveraging artificial intelligence to improve the extraction of phase information from diffraction patterns, which can provide real-time insights into various phenomena.[21.1] These innovations not only enhance the quality of imaging but also broaden the accessibility and versatility of microscopy across diverse fields, including life sciences, materials science, and nanotechnology.[23.1] The evolution of microscopy technologies, such as the development of compound microscopes in the late 17th century and the advent of scanning electron microscopy, has significantly influenced scientific research by enabling higher magnification and better image quality, thus facilitating breakthroughs in understanding complex biological and material structures.[22.1] As a result, the global microscopy market is experiencing substantial growth, driven by the increasing demand for high-resolution imaging and a wider range of applications.[23.1]
The history of microscopy is marked by several key milestones that have significantly advanced the field. The earliest known use of lenses dates back to the thirteenth century, where water-filled glass spheres were utilized as magnifying glasses by jewelers for gem cutting.[47.1] The invention of the compound microscope by Hans Jansen and his son Sacharias Jansen in 1590 marked a pivotal development, followed by Galileo Galilei's construction of a similar device in 1609.[50.1] These early microscopes laid the groundwork for further advancements in the 17th century, particularly with the contributions of Anton van Leeuwenhoek, who is often referred to as the father of microscopy. He developed high-quality lenses that achieved magnifications of up to 270 diameters, enabling unprecedented observations of microscopic life.[2.1]
The first quarter of the 17th century saw the emergence of microscopes in the Netherlands, which quickly spread across Europe, facilitating groundbreaking discoveries in various scientific fields, including botany, entomology, and anatomy.[52.1] The evolution of microscopy continued with the introduction of phase contrast and fluorescence microscopy in the 20th century, which enhanced the ability to visualize cellular structures and processes.[59.1] The development of scanning electron microscopy (SEM) further transformed the field by providing three-dimensional imaging capabilities, which proved invaluable in both materials science and biology.[59.1]
In addition to these technological advancements, the refinement of microscopy techniques has been crucial in shaping our understanding of cell theory, a foundational concept in modern biology. As microscopy evolved, it allowed scientists to explore cellular structures with greater precision, reinforcing and expanding the principles of cell theory.[53.1] The integration of machine learning and artificial intelligence in recent years has also revolutionized data processing in microscopy, significantly reducing the time required for image analysis from days or months to mere seconds.[1.1] These milestones collectively illustrate the profound impact of microscopy on scientific inquiry and our understanding of the microscopic world.
Recent advancements in microscopy, particularly through the development of super-resolution microscopy (SRM), have significantly transformed the study of biological structures and processes. SRM has successfully overcome the diffraction limit of light, enabling researchers to visualize cellular structures at resolutions approaching the nanometer scale, which allows for the observation of previously invisible molecular details, from individual proteins to entire organelles.[99.1] These techniques have evolved to facilitate imaging in three dimensions and multiple colors, as well as in living systems, making them valuable tools for bioimaging.[98.1] Furthermore, super-resolution techniques that rely on the localization of single molecules have relatively modest instrument requirements, which enhances their potential for widespread adoption in various biological research applications.[100.1] However, it is important to note that the low-throughput nature of these methods may limit their applicability in certain contexts.[100.1]
Cryo-electron microscopy (cryo-EM) has emerged as a pivotal technique in structural biology, significantly impacting various research fields, including cell and developmental biology, bioinformatics, and applied mathematics. This method allows for the determination of structures of purified proteins within cells, facilitating the investigation of macromolecules in their near-native states.[101.1] Recent advancements in cryo-EM, particularly in sample preparation, imaging, and data processing, have led to a remarkable increase in the resolution of structures that can be analyzed. Innovations such as new substrates, phase plates, and direct electron detectors have enhanced image acquisition, while the integration of cryo-CLEM has provided spatiotemporal information alongside structural data.[102.1] These improvements have made cryo-EM faster and more efficient, enabling it to compete with and even replace traditional methods like X-ray crystallography in many aspects. Notably, cryo-EM does not require crystals, is suitable for large molecular weight proteins and their complexes, reduces radiation damage, and captures multiple conformational states in a single experiment, making it particularly advantageous for studying membrane proteins and complex structures that are challenging to resolve with conventional techniques.[103.1]
Recent advancements in imaging techniques have significantly enhanced our ability to visualize cellular processes in real time. Innovations in fluorophores, particularly those that operate in the near-infrared region (NIR-II, 1000-1700 nm), have enabled high-resolution visualization of deep-tissue biological architecture and physiopathological events, owing to reduced light absorption, scattering, and tissue autofluorescence.[96.1] These fluorophores have also demonstrated numerous advantages, including multiplexing capabilities, compatibility with various microscopy modalities, low cost, and non-invasive nature, which collectively contribute to their profound impact on molecular imaging.[95.1] Additionally, advanced 3D live cell imaging methods have emerged, allowing researchers to observe cellular processes in real time with minimal disruption, thereby providing deeper insights into cellular structures and dynamic processes. These techniques are widely utilized in fields such as developmental biology and neuroscience.[93.1] Furthermore, a novel imaging platform called soTILT3D, developed by a team led by Anna-Karin Gustavsson at Rice University, promises to improve our understanding of cellular structures at the nanoscale, offering significant advancements in super-resolution microscopy.[94.1]
Recent advancements in microscopy are being significantly shaped by the integration of artificial intelligence (AI) and machine learning (ML), which are revolutionizing image data analysis across various biomedical fields. These technologies enhance capabilities in object detection, feature extraction, classification, and segmentation, thereby improving the efficiency and accuracy of microscopy workflows from image acquisition to analysis.[117.1] The development of deep learning neural networks has further transformed automated image analysis, enabling machine learning models to achieve or even surpass human performance in complex tasks such as cell identification and structure segmentation.[107.1] This revolution in image processing and analysis automates laborious tasks and facilitates open-ended exploration of visual patterns, which has profound implications for image-driven life science research, especially in microscopy.[111.1] Moreover, machine learning algorithms present new opportunities for analyzing large datasets generated by modern microscopy techniques, equipping researchers to efficiently and accurately analyze complex biological data.[118.1]
AI's integration into microscopy is also transforming life science diagnostics, making it a prominent trend in 2024. By leveraging machine learning and deep learning algorithms, AI-driven microscopy enhances the visualization and interpretation of biological samples, thereby improving diagnostic accuracy.[113.1] AI plays a crucial role in addressing the challenges posed by the increasing volume and complexity of data in microscopy workflows, aiding researchers in managing these challenges effectively and leading to significant advancements in the analysis of complex biological data.[112.1] As AI continues to evolve, it is expected to further transform microscopy practices, paving the way for innovative breakthroughs in both research and clinical settings.[113.1]
Future trends in microscopy are likely to see continued integration of AI and ML, facilitating breakthroughs in both research and clinical settings. These advancements may lead to improved methods for disease detection and management, as well as enhanced capabilities for tracking treatment resistance and forecasting outbreaks in public health contexts.[115.1] The ongoing development and clinical validation of AI-assisted tools will be crucial in maximizing the benefits these technologies can provide in microscopy and related fields.[116.1]
Optical microscopes are a fundamental category of microscopes that utilize visible light and a system of lenses to magnify small specimens. Among these, the compound microscope is particularly notable for its widespread use in laboratories and educational settings, renowned for its ability to provide remarkable clarity, making it essential for biological and medical research.[136.1]
The history of optical microscopes is rich, beginning with the early microscope in 1590 and evolving through significant advancements, such as the introduction of the compound microscope in 1609 and the first use of the term "microscope" in 1625.[133.1] These innovations laid the groundwork for further enhancements, particularly during the 19th century, when advancements in optical technology revolutionized scientific research and contributed significantly to breakthroughs in biology and medicine.[140.1]
Optical microscopes are classified into five types, each with specific applications across various fields: the simple microscope, compound microscope, stereo microscope, scanning probe microscope, and electron microscope. Each type is explained in detail, highlighting their unique functionalities and uses.[135.1] Understanding these different types is crucial for selecting the appropriate instrument for particular scientific and industrial applications.[135.1]
The evolution of optical microscopes has been significantly influenced by the advent of digital imaging technology, leading to the development of digital microscopes. These advanced instruments utilize camera sensors to capture images, which can be magnified and displayed on screens, contrasting with traditional microscopes that require eyepieces for direct viewing.[150.1] Over the past 50 years, both digital and traditional optical microscopes have advanced notably, underscoring their importance in various applications, including industrial, metallurgical, materials science, research, and education.[151.1]
Electron microscopes are powerful imaging tools that utilize a beam of electrons, allowing them to achieve magnifications of up to 1,000,000 times, in contrast to optical microscopes, which typically max out at around 2,000 times magnification.[142.1] This significant difference in magnification is attributed to the shorter wavelengths of electrons, which provide greater resolving power; for instance, the best scanning electron microscopes can resolve down to a few nanometers, while the best optical microscopes can only resolve down to a few tenths of a micron.[143.1] Additionally, the sample preparation processes for electron microscopy and optical microscopy differ markedly. Electron microscopy requires samples to be dehydrated, fixed, and coated, whereas optical microscopy does not necessitate such extensive preparation.[142.1] Both techniques are essential in scientific research, each offering unique attributes and capabilities that cater to various applications across multiple fields.
Electron microscopes and optical microscopes are both essential tools in scientific research, each distinguished by their operational principles and capabilities. Optical microscopes utilize visible light and glass lenses for illumination, while electron microscopes employ a beam of accelerated electrons and electromagnetic lenses, allowing for magnifications of up to 1,000,000x, in contrast to the approximately 2,000x magnification limit of optical microscopes.[152.1] This significant difference in magnification is accompanied by enhanced resolution, enabling electron microscopy to visualize materials at a much finer scale compared to optical microscopy.[142.1] Furthermore, the sample preparation process for electron microscopy is notably more complex; it requires samples to be dehydrated, fixed, and often coated with a conductive layer, which can restrict the types of specimens that can be analyzed compared to the simpler preparation methods used in optical microscopy.[142.1] Consequently, while both techniques have a wide range of applications across various scientific fields, their differences in resolution, magnification, and sample preparation significantly influence the types of materials that can be effectively studied.[142.1]
The history of electron microscopy began with the development of electron optics, which was significantly advanced by Busch's studies in 1926 on the trajectories of charged particles in electric and magnetic fields, laying the groundwork for geometrical electron optics.[157.1] This evolution led to the successful realization of the electron microscope, which was designed to overcome the limitations of optical microscopes that were constrained by the wavelength of light.[158.1] A notable advancement in this field is cryogenic electron microscopy (cryo-EM), which has had a profound impact on structural biology by enabling the imaging of fragile biomolecules in their native states at near-atomic resolution. This technique was recognized with the Nobel Prize in Chemistry in 2017 for its contributions to the understanding of complex biological structures.[159.1] Furthermore, cryo-EM has emerged as a foundational technique in materials science, allowing researchers to explore previously inaccessible length scales and complex structures.[160.1] The increasing resolution of electron microscopy has facilitated significant scientific breakthroughs, including the discovery of quasicrystals and unique properties in two-dimensional materials like graphene.[161.1] Cryo-EM's advantages over traditional methods, such as not requiring crystals and its ability to capture multiple conformational states in a single experiment, have made it a competitive alternative to X-ray crystallography.[162.1]
Microscopy is integral to biological research, offering unparalleled insights into the microscopic world. From the pioneering work of Leeuwenhoek to today's advanced super-resolution imaging systems, microscopy has continually pushed the boundaries of cellular observation, allowing researchers to explore cellular structures and functions with remarkable detail.[179.1]
Fluorescence microscopy stands out as a critical technique in cell biology, enabling the labeling of cellular components with fluorescent markers. This facilitates real-time visualization of complex cellular processes, such as protein interactions and dynamic changes in cell architecture, significantly enhancing our understanding of cellular functions across various fields, including pathology and neuroscience.[182.1] The technique's advancements have improved staining sensitivity and resolution, broadening its application in diverse biological studies.[182.1]
Super-resolution microscopy, or nanoscopy, has transformed biological research by providing nanometric resolution and single-molecule sensitivity, allowing for the detailed observation of previously unresolvable cellular structures. This advancement not only benefits biological research but also impacts nanotechnology and nanomedicine, offering insights into nanostructures crucial for these fields.[187.1][187.1]
Confocal microscopy has revolutionized the biological sciences by offering high-resolution images that reveal intricate details of cellular structures and functions. This technique allows researchers to explore cellular intricacies that were once obscured, significantly advancing our understanding of biological systems.[198.1] Additionally, advanced light-microscopy techniques now achieve resolutions below the diffraction limit, while electron microscopy tomography provides high-resolution three-dimensional images of cellular structures. These advancements have revealed previously unresolvable contacts between cellular components, such as mitochondria and microtubules.[184.1] The development of commercial CLEM instruments and integrated fluorescence and transmission electron microscopy systems has made these sophisticated techniques more accessible to researchers, facilitating broader application in biological research.[184.1]
Atomic Force Microscopy (AFM) and Scanning Tunneling Microscopy (STM) are pivotal techniques in the field of material science, particularly for the characterization and manipulation of nanomaterials. AFM is instrumental in elucidating the structural characteristics of nanomaterials, providing insights into sample preparation methods and offering a comparative analysis with electron microscopy. This technique is particularly effective for imaging nanoparticles and soft matter, showcasing its versatility in various applications.[212.1]
In the realm of energy harvesting devices, AFM serves as a multimetrological platform, especially for optical nanomaterials such as nanowires. Despite the complexities associated with their structures, AFM's exceptional versatility allows for detailed characterization, which is crucial for advancing biomedical and environmental applications.[213.1] Furthermore, voltage-modulated atomic force microscopy (VM-AFM) has emerged as a key tool for probing the electromechanical functionality of materials at the nanoscale. This capability is essential for applications spanning energy storage, computing, and medical technologies, as it enables localized investigation of electromechanically responsive materials.[214.1]
Similarly, STM is a powerful technique that facilitates imaging and manipulation at the atomic level, making it invaluable in nanotechnology. It allows researchers to resolve surface details down to the atomic scale, which is critical for studying various materials, including metals like gold, platinum, nickel, and copper. STM has been employed to document the arrangement of individual atoms and to investigate phenomena such as the absorption and diffusion of different species on surfaces, as well as the epitaxial growth of metals.[217.1] The application of STM extends to in situ studies, such as examining nickel electrodes under potential control, further highlighting its significance in material science.[216.1]
Together, AFM and STM provide comprehensive tools for the characterization of nanomaterials, driving advancements in various fields, including energy, biology, and environmental science.
One of the primary technical limitations in microscopy is the resolution limit, which defines the minimum distance between two points that can be distinguished as separate entities. This limitation poses significant challenges across various microscopy techniques, including brightfield, darkfield, and phase contrast microscopy.[219.1] As microscopy technology evolves, the complexity of quantifying microscopy images has emerged as a major obstacle for researchers. This complexity arises from the need to convert microscopy images into meaningful data, which can be hindered by various factors throughout the analysis process, such as image file handling, pre-processing, object identification, and statistical analysis.[228.1]
Researchers often face significant challenges when analyzing microscopy images, which can lead to misinterpretations and inaccuracies. One common issue is the misinterpretation of colocalization in merged images, where colors may suggest the presence of specific signals that do not exist, highlighting the potential for erroneous conclusions.[226.1] The use of software filters to enhance image quality is generally discouraged for biological images, as such practices can introduce further inaccuracies.[229.1] To mitigate these pitfalls, it is essential for researchers to adhere to best practices, which include maintaining the integrity of original data, saving images in a standardized format such as TIFF, and making simple adjustments uniformly across images.[230.1] Additionally, acquiring images under consistent conditions is crucial, and any post-acquisition processing should be approached with caution.[230.1] Consulting with experts in microscopy image analysis can also provide valuable insights and strategies for achieving detailed and precise results.[231.1]
Access to advanced microscopy technologies remains a significant challenge, particularly in developing regions where traditional microscopy is still the primary tool for research and diagnostics. Many laboratories in these areas lack the resources to adopt modern digital microscopy techniques, which can enhance the quality and efficiency of their work. The introduction of digital morphology allows for the reproduction of images seen under a microscope, creating opportunities for laboratories to share recognizable images for training purposes with professionals and trainees in various countries.[252.1]
The global microscopy market is currently experiencing significant growth, driven by technological advancements and an increasing demand for high-resolution imaging across various applications, including life sciences, nanotechnology, materials science, and the semiconductor industries.[251.1] This technique enables researchers to study the fine details of cells, tissues, microorganisms, and materials at microscopic or even nanoscopic levels, thereby enhancing our understanding of the building blocks of life and materials.[251.1] Microscopy plays a vital role in research, diagnostics, and technological development, providing advanced microscopes and imaging solutions for biological research, materials science, and industrial applications.[251.1] However, there are ongoing concerns regarding accessibility for researchers in developing regions. To ensure that advancements in microscopy benefit a wider audience, it is essential to address disparities in access to advanced imaging technologies, which can impede the ability of these researchers to contribute effectively to scientific advancements and diagnostics.[251.1]
Digital pathology, particularly through advancements in artificial intelligence and whole slide imaging, represents a significant evolution from traditional microscopy, which has been the standard for decades.[253.1] The COVID-19 pandemic has further highlighted the importance of digital pathology, as it allows pathologists to work remotely, thereby enhancing their efficiency.[253.1] A notable innovation in this field is the Cilika Portable microscope from Medprime Technologies, which is the world’s first smartphone-integrated microscope. This device is particularly suited for work-from-home scenarios and extensive travel, capturing a wide field of view with its True View Technology.[250.1] Such advancements in digital microscopy are crucial for improving accessibility, especially for researchers in developing regions, as they can facilitate remote diagnostics and training opportunities.[253.1] By focusing on the development of affordable digital microscopy solutions, the field can promote greater accessibility and empower local professionals to utilize these technologies effectively.[250.1]
Optical microscopy techniques utilize visible light and lenses to magnify specimens, making them one of the oldest and most widely employed methods in microscopy.[260.1] The primary function of these techniques is to visualize structures that are not discernible to the naked eye, allowing researchers to form images of the areas of interest within a sample.[261.1] Among the various optical microscopy methods, transmitted light microscopy is notable, where light passes through the sample, with brightfield microscopy being the simplest form of this technique.[259.1]
Fluorescence microscopy remains a cornerstone technique in biological research, with ongoing advancements in super-resolution methods that push the boundaries of visualization within cells and tissues.[263.1] Super-resolution optical imaging has emerged as a groundbreaking advancement, enabling the visualization of previously invisible molecular details by overcoming the diffraction limit inherent in traditional light microscopy.[268.1] The super-resolution revolution began with the demonstration of stimulated emission depletion (STED) microscopy in 2000, which was followed by the development of single-molecule localization microscopy (SMLM) techniques, including STORM (stochastic optical reconstruction microscopy) and PALM/fPALM (photoactivated localization microscopy).[272.1] These methodologies have unlocked new potentials in biological research, allowing for the visualization and analysis of cellular components and molecular assemblies with unprecedented precision.[271.1]
Optical microscopy techniques offer significant advantages in biological imaging; however, they also face notable challenges, particularly when imaging deeper tissue samples. The complexity of biological tissues can hinder light transmission, leading to light absorption and scattering that result in signal loss and optical aberrations, which complicate the interpretation of tissue samples.[267.1] Additionally, non-uniform angular illumination asymmetry (ANILAS) across the field-of-view has been identified as a critical factor that can diminish imaging precision, ultimately affecting the reliability of medical diagnoses.[266.1] To address these limitations, the integration of optical microscopy with other imaging modalities is becoming increasingly important. For instance, combining atomic force microscopy (AFM) with optical fluorescence microscopy can enhance specificity and complement the shortcomings of each technique.[284.1] Furthermore, correlative imaging approaches that merge fluorescence microscopy with quantitative phase imaging (QPI) leverage the strengths of both methods, providing superior spatiotemporal resolution and molecular specificity, despite the requirement for exogenous labeling agents.[283.1]
Scanning probe microscopy (SPM) encompasses techniques such as atomic force microscopy (AFM) and scanning tunneling microscopy (STM), which provide significant advantages over traditional light-optical microscopes (LOMs) in terms of resolution and material analysis. SPM techniques can achieve much higher resolution than LOMs, which typically have a resolution limit ranging from approximately 0.2 µm to 1 µm.[276.1] In particular, AFM utilizes a cantilever with a sharp probe that scans the surface of a specimen, allowing for resolutions that can be measured in fractions of a nanometer, effectively enabling researchers to "feel" the surface of an object to produce detailed visual images.[277.1] The core component of SPM is a small cantilever, often made of silicon, which interacts with the specimen surface.[276.1] This interaction allows SPM to map various properties, such as topography, local adhesive forces, elasticity, friction, and magnetic characteristics, which are essential for characterizing materials at the nanoscale.[275.1] Consequently, SPM techniques are invaluable tools in the fields of nanoscience and nanotechnology, facilitating advanced material analysis and characterization.[275.1]
Scanning Probe Microscopy (SPM) techniques have made significant contributions to the field of nanotechnology by enabling the assessment of various properties at the nanoscale. A key conceptual breakthrough in SPM is the force feedback mechanism associated with the scanning platform used in Scanning Tunneling Microscopy (STM), which has led to the evolution of new families of probe modalities that continue to provide unexpected insights into the nanoworld.[293.1] These advancements have facilitated the exploration of diverse nanomaterials, although specific examples of applications leading to significant breakthroughs in nanotechnology were not detailed in the available references.
Specific applications of SPM include the topographic and dynamical surface studies of thin-film semiconductors, polymers, ceramics, and biological materials, demonstrating its versatility across different industrial sectors.[291.1] Furthermore, advancements in SPM have allowed for innovative applications such as atom manipulation in STM, which can lead to the fabrication of artificial topological quantum magnets, showcasing the profound impact of these techniques on modern nanotechnology.[294.1]
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