Annual Review of Materials Research - Early Publication
Reviews in Advance appear online ahead of the full published volume. View expected publication dates for upcoming volumes.
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Limitations and Advances in Optical Thermal Transport Measurements: Extremes in Properties, Length Scales, and Temperature
First published online: 21 April 2025More LessConductive and radiative thermal transport play a critical role in the design, development, and performance of a wide array of technologies and applications. In this review, we focus on the challenges associated with nano- and microscale thermal measurements and the strategies developed thus far to overcome them. For measurements below ∼1,000°C, numerous thermoreflectance techniques are already in wide use; however, uncertainty and measurement error may limit the measurement of samples in certain regimes. These regimes include materials of high thermal conductivity (≳2,000 W/m·K), thin films (≲100 nm), or interfaces located well below the sample surface. A rigorous treatment of uncertainty and error is thus required for measuring these samples and for the development of future metrology tools. At higher temperatures, pyrometry techniques are being developed; however, several physical and experimental limitations exist. Some methods rely on a known emissivity for the measurement of temperature, and significant radiative transport can introduce error in modeling. Both of these mean that knowledge of spectrally dependent and temperature-dependent emissivity properties may be required.
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Electroplasticity of Metals and Ceramics: Current Status
First published online: 10 April 2025More LessThis review covers the anelastic deformation observed under electric loading (electroplasticity) of metals and ceramics. The interplay of various complex mechanisms beyond trivial Joule heating leading to enhanced plasticity is discussed in the context of both materials classes. In the case of metals, electromechanical coupling resulting in forces being exerted on atoms and dislocations is elucidated. In the case of ceramics, change in the grain boundary structure is proposed to justify the enhanced plasticity. Microstructural evidence is analyzed in correlation with the deformation behavior.
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Magnetic Measurements to Identify Ion Valency and Position in Doped and Mixed Oxides
First published online: 04 April 2025More LessDoped and mixed oxides are a class of materials with widespread applications, ranging from electronics to energy storage. The precise determination of ion valency in these materials is crucial for understanding their electronic, ionic, magnetic, and other properties, as well as controlling behaviors during processing and microstructure development. In this review, we present magnetometry measurement as a powerful tool to determine ion valency and position in doped and mixed oxides. Focus is given to transition metals in dilute concentrations. We discuss the theoretical framework, experimental techniques, data analysis methods, and case studies that showcase the effectiveness of magnetometry in elucidating the valency of ions in various oxide systems. The results highlight the importance of magnetometry as a nondestructive and highly sensitive technique for characterizing the valence states and positions of dopant ions. They position magnetometry as a valuable member of the suite of complementary advanced tools for characterizing ion valency.
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Rapid Development of Metal Additive Manufacturing Using Artificial Intelligence/Machine Learning and High-Throughput Material Testing
First published online: 04 April 2025More LessMetal additive manufacturing (AM) holds immense potential for developing advanced structural alloys. However, the complex, heterogeneous nature of AM-produced materials presents significant challenges to traditional material characterization and optimization methods. This review explores the integration of artificial intelligence (AI) and machine learning (ML) with high-throughput material characterization protocols to rapidly establish the process–structure–property (PSP) relationships critically needed to dramatically accelerate the development of metal AM processes. Combinatorial high-throughput evaluations, including rapid material synthesis and nonstandard high-throughput testing protocols, such as spherical indentation and small punch tests, are discussed for their capability to rapidly assess mechanical properties and establish PSP linkages. Furthermore, the review examines the role of AI and ML in optimizing AM processes, particularly through Bayesian optimization, which offers new avenues for efficient exploration of high-dimensional design spaces. The review envisions a future where AI- and ML-driven, autonomous AM development cycles significantly enhance material and process optimization.
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High-Pressure Electrides: A Quantum Chemical Perspective
First published online: 04 April 2025More LessIt has long been assumed that all matter will adopt simple closed-packed lattices and become metallic under pressure, in accordance with the Thomas–Fermi–Dirac (TFD) model. However, this model struggles to explain pressure-driven complex structural transitions that have been observed in elements, including sodium, challenging our conventional understanding of compressed matter. Moreover, in stark contrast to the TFD model, first-principles calculations suggest that various elements and compounds become electrides under pressure. Electrides, characterized by concentrations of charge density at interstitial regions, can be thought of as ionic compounds where electrons behave as the anions. Though ambient-pressure molecular electrides have been extensively studied via experiments and computations, high-pressure electrides (HPEs) are not well-understood. The identification and characterization of HPEs have been, to date, based purely on theory, including topological analysis of the electron density and the electron localization function. Here, we review these theoretical analysis tools and suggest guidelines that can be used to classify systems as electrides. Moreover, we describe models used to rationalize the electronic structure of HPEs, drawing parallels with ambient-pressure molecular systems, and encourage the development of experimental techniques that provide evidence for the theoretically calculated charge localization.
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Optical Phase Change Materials
First published online: 04 April 2025More LessThe properties of chalcogenide phase change materials have long attracted the scientific community due to a combination of state retention (i.e., memory) and a large contrast in electrical and optical properties between different solid phases. The last decade has witnessed a vast interest in utilizing this material family for optics and photonics, given their large refractive index modulation, nonvolatility—elusive in optics—and straightforward integration into photonic devices. Thus, designing new optical phase change materials (O-PCMs) and demonstrating high-performance applications have become fast-growing research topics. However, advances in O-PCMs have predominantly followed empirical device developments, driven by their promise in trending technological applications. Nonetheless, a growing interest in revealing their materials science intricacies is driving the must-needed effort toward a holistic understanding and codesign of O-PCMs, which is required to fill knowledge gaps, expand the materials library, and solve the most pressing device performance challenges.
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Resonant Soft X-Ray Scattering in Polymer Materials
First published online: 01 April 2025More LessResonant soft X-ray scattering (RSoXS) is a powerful tool for chemically and orientationally resolved nano-to-mesoscale characterization of complex molecular materials. Through its development over the past 15 years, its use has been extended to uniquely characterize structures, not only dry, thin films for devices, coatings, photolithography, and liquid crystalline ordering, but also solvated nanostructures in biology for therapeutics and hydrated membranes for filtration or biosensing. Here, we review progress in this exciting and maturing technique with an eye toward the materials scientist or engineer who has little experience with RSoXS but would like to know more about how the technique would fit into their toolset.
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Polymers Resist Fatigue Crack Growth by Deconcentrating Stress
First published online: 01 April 2025More LessWhen a material is cyclically loaded, an amplitude of load exists, called the threshold, below which a crack does not grow. In a polymeric material, physical interactions between polymer chains are much weaker than covalent bonds between repeat units along an individual chain. Consequently, when a crack impinges on a chain, high tension transmits along a long length of the chain. Breaking a single covalent bond dissipates the energy stored in that long length. The longer the length over which high tension transmits, the higher the threshold. Here we review how stress deconcentrates in diverse polymeric materials, including polymer networks, particle-reinforced elastomers, glassy polymers, semicrystalline polymers, phase-separated polymers, and composites. Ample opportunities exist for investigation and innovation.
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van der Waals Hybrids for Ferroelectric Device Application
First published online: 27 March 2025More LessThe evolution of ferroelectric devices is driven by advancements in materials science, device physics, and engineering. However, depolarization fields and interfacial disorder limit the scaling performance, endurance, and reliability of conventional thin-film ferroelectrics. van der Waals (vdW) ferroelectric materials exhibiting novel properties at the atomic scale are interesting candidates for mitigating the aforementioned issues, thereby allowing for improved ferroelectric device performance. In this review, we discuss the unconventional origins of both spontaneous and artificial polarization, along with their associated switching mechanisms, in polar and nonpolar vdW ferroelectric crystals and heterostructures. Recent device architectures utilizing vdW ferroelectricity are reviewed with a specific focus on emerging memory, steep-slope logic, and in-memory computing applications. We conclude with an overview of the opportunities and challenges for vdW ferroelectrics related to scalability, endurance, device integration, and growth, highlighting recent advances toward manifesting next-generation electronics.
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Advances in the Design and Discovery of Organic Semiconductors Aided by Machine Learning
First published online: 26 March 2025More LessOrganic semiconductors (OSCs) offer the capacity for distinctive and finely tuned electronic, optical, thermal, and mechanical properties, making them of interest across a range of energy generation and storage, sensor, lighting, display, and electronics applications. The pathway from molecular building block design to material, however, is complicated by complex synthesis– processing–structure–property–function relationships that are inherent to OSCs. The adoption of artificial intelligence (AI) tools, including the subset of AI referred to as machine learning (ML), into the materials design and discovery pipeline offers significant potential to overcome the multifaceted roadblocks along this pathway. Here, we review recent advances in the application of AI/ML for OSCs, with a focus on the development and use of ML. We present a brief primer on ML models and then highlight efforts wherein ML is used to predict molecular and material properties and discover new molecular building blocks and OSCs.
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Anode Materials for High-Power Lithium-Ion Batteries
First published online: 26 March 2025More LessIn the rapidly evolving rechargeable battery market, various applications lead to varied property requirements. One area that is emerging as essential is high-power batteries. These are expected to be able to charge and discharge in the order of minutes (slower than supercapacitors but faster than typical Li-ion batteries) and still have a high energy density (orders of magnitude higher than that of supercapacitors but lower than that of high-energy Li-ion batteries). In this space, anodes operating at a safe potential (near 1.5 V versus Li) sacrifice some energy density but enable fast cycling and lead to very safe batteries. In this review, we explore the plethora of materials being considered in the literature as potential high-power anodes. Though Nb-based anodes are prominent due to their recent popularity in the literature, any material classes leading to the appropriate balance of power and energy are discussed. We, in particular, aim to distinguish materials that are suitable only for supercapacitors from those with the potential for practical batteries, distinguished by volumetric energy density. The best materials discussed herein show excellent specific capacities and fast cycling performance, though a greater focus on performance at practical loadings is generally required.
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Hydrogen Permeation Barrier Layers for the Hydrogen Economy
First published online: 25 March 2025More LessA hydrogen-based economy relies on the use of steel components such as containers for storage, pipelines for transport, or bipolar plates in fuel cells. All these components suffer from hydrogen embrittlement if common, inexpensive steels are used. For a widespread application of hydrogen, hydrogen ingress into and through the steel must be minimized. A powerful solution is hydrogen permeation barrier layers. They can be obtained by surface modifications using chemical treatments such as nitriding or carburizing and mechanical treatments such as peening, or by deposition of protective coatings. In this review, hydrogen embrittlement mechanisms and the role of individual defects are briefly described, followed by a detailed description of the advantages and disadvantages of the different types of hydrogen permeation barrier layers. As the mechanical properties of the layers are important for applications, an outlook on how small-scale mechanical tests can be used for their characterization is presented.
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Microstructure and Rheology of Chocolate
First published online: 25 March 2025More LessFrom a microstructural standpoint, chocolate is a suspension of solid particles—including cocoa solids, sugar crystals, and sometimes milk solids—in a continuous lipid (cocoa butter) phase. The proportions and types of ingredients dictate the melting profile and rheology of the chocolate, which in turn have significant implications for its physical and sensory properties. In this review, we discuss the effects of ingredients and processing on the microstructural, rheological, and sensory properties of chocolate. Applicable rheological models are covered, as well as a brief overview of bloom. Finally, we suggest directions for future research.
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Self-Healing Polymers for Optical and Photoactive Systems
First published online: 19 March 2025More LessThe introduction of self-healing behavior into polymeric materials is attractive for improving their longevity in a vast array of applications. Notably, intrinsic self-healing, achieved through exploitation of reversible or dynamic interactions between polymer chains, has shown significant advances in recent years. However, characterization of self-healing varies markedly across the literature, and true insight into the mechanism and cyclability is often limited. Therefore, this review explores the various mechanisms and chemistries behind intrinsic self-healing polymers, with a specific focus on their use in diverse optical applications. We also discuss the methods currently used to investigate self-healing behavior of polymers across the literature, with a view to establishing guidelines for the best practice in characterizing these materials.
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Advanced Characterization of Archaeological Ceramics
First published online: 18 March 2025More LessThe characterization of archaeological ceramics involves mineral composition studies of the ceramic mass and investigations of associated organic residues. Analyses of the mineral composition of the ceramic mass are conducted to determine the origin of the raw materials, the production technologies used to create the ceramic, and the history of the objects. Contemporary ceramics research pays much attention to analyzing organic residues, which provide valuable information about the diet, cooking practices, and vessel use of ancient communities. This article discusses examples of the use of various analytical techniques, with particular emphasis on spectroscopic and chromatographic methods. The crucial importance of validating research methods and interdisciplinary cooperation is also discussed.
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