jablonkagroup/rise_ai_scientists huggingface dataset:
Authors: Mahmoud A. Ahmed | Sherif Amin | Ashraf A. Mohamed
Source: RSC Advances (review, 2024-01-01)
Field: Materials Science — Materials Chemistry

Current and emerging trends of inorganic, organic and eco-friendly corrosion inhibitors Effective corrosion control strategies are highly desired to reduce the fate of corrosion. One widely adopted approach is the use of corrosion inhibitors, which can significantly mitigate the detrimental effects of corrosion. This systematic review provides a thorough analysis of corrosion inhibitors, including both inorganic and organic compounds. It explores the inhibition mechanisms, highlighting the remarkable inhibitive efficiency of organic compounds attributed to the presence of heteroatoms and conjugated π-electron systems. The review presents case studies and investigations of corrosion inhibitors, shedding light on their performance and application potential. Moreover, it compares the efficacy, compatibility, and sustainability of emerging environmentally friendly corrosion inhibitors, including biopolymers from natural resources as promising candidates. The review also highlights the potential of synergistic impacts between mixed corrosion inhibitors, particularly organic/organic systems, as a viable and advantageous choice for applications in challenging processing environments. The evaluation of inhibitors is discussed, encompassing weight loss (WL) analysis, electrochemical analysis, surface analysis, and quantum mechanical calculations. The review also discusses the thermodynamics and isotherms related to corrosion inhibition, further improving the understanding of inhibitor's behavior and mechanisms. This review serves as a valuable resource for researchers, engineers, and practitioners involved in corrosion control, offering insights and future directions for effective and environmentally friendly corrosion inhibition strategies. Corrosion ; Environmentally friendly ; Current (fluid) ; Biochemical engineering ; Materials science ; Environmental science ; Nanotechnology ; Chemistry ; Metallurgy ; Engineering Corrosion Behavior and Inhibition ; Concrete Corrosion and Durability ; Hydrogen embrittlement and corrosion behaviors in metals
Authors: Da Ren | Chenchong Wang | Xiaolu Wei | Yuqi Zhang | Siyu Han | Wei Xu
Source: Scripta Materialia (article, 2024-09-06)
Field: Materials Science — Materials Chemistry

Harmonizing physical and deep learning modeling: A computationally efficient and interpretable approach for property prediction Materials science ; Property (philosophy) ; Physical property ; Deep learning ; Artificial intelligence ; Machine learning ; Computer science ; Composite material Machine Learning in Materials Science ; Manufacturing Process and Optimization ; Industrial Vision Systems and Defect Detection
Authors: Peyman Z. Moghadam | Yongchul G. Chung | Randall Q. Snurr
Source: Nature Energy (article, 2024-01-09)
Field: Chemistry — Inorganic Chemistry

Progress toward the computational discovery of new metal–organic framework adsorbents for energy applications Nanoporous ; Metal-organic framework ; Computer science ; Nanotechnology ; Energy storage ; Adsorption ; Hydrogen storage ; Process engineering ; Materials science ; Biochemical engineering ; Chemistry ; Hydrogen ; Engineering ; Physics Metal-Organic Frameworks: Synthesis and Applications ; Machine Learning in Materials Science ; Catalytic Processes in Materials Science
Authors: Dhanaji B. Malavekar | Sachin S. Pujari | Suyoung Jang | Shital Bachankar | Jin Hyeok Kim
Source: Small (review, 2024-04-09)
Field: Materials Science — Electronic, Optical and Magnetic Materials

Recent Development on Transition Metal Oxides‐Based Core–Shell Structures for Boosted Energy Density Supercapacitors In recent years, nanomaterials exploration and synthesis have played a crucial role in advancing energy storage research, particularly in supercapacitor development. Researchers have diversified materials, including metal oxides, chalcogenides, and composites, as well as carbon materials, to enhance energy and power density. Balancing energy density with electrochemical stability remains challenging, driving intensified efforts in advancing electrode materials. This review focuses on recent progress in designing and synthesizing core-shell materials tailored for supercapacitors. The core-shell architecture offers advantages such as increased surface area, redox active sites, electrical conductivity, ion diffusion kinetics, specific capacitance, and cyclability. The review explores the impact of core and shell materials, specifically transition metal oxides (TMOs), on supercapacitor electrochemical behavior. Metal oxide choices, such as cobalt oxide as a preferred core and manganese oxide as a shell, are discussed. The review also highlights characterization techniques for assessing structural, morphological, and electrochemical properties of core-shell materials. Overall, it provides a comprehensive overview of ongoing TMOs-based core-shell material research for supercapacitors, showcasing their potential to enhance energy storage for applications ranging from gadgets to electric vehicles. The review outlines existing challenges and future opportunities in evolving TMOs-based core-shell materials for supercapacitor advancements, holding promise for high-efficiency energy storage devices. Supercapacitor ; Materials science ; Nanotechnology ; Energy storage ; Electrochemical energy storage ; Nanomaterials ; Oxide ; Electrochemistry ; Pseudocapacitor ; Electrode ; Chemistry ; Power (physics) ; Metallurgy ; Physics Supercapacitor Materials and Fabrication ; Electrocatalysts for Energy Conversion ; Advanced battery technologies research
Authors: Arun Karnwal | Rohan Samir Kumar Sachan | Inderpal Devgon | Jyotsna Devgon | Gaurav Pant | Mitali Panchpuri | Akil Ahmad | Mohammed B. Alshammari | Kaizar Hossain | Gaurav Kumar
Source: ACS Omega (review, 2024-07-05)
Field: Materials Science — Materials Chemistry

Gold Nanoparticles in Nanobiotechnology: From Synthesis to Biosensing Applications Nanobiotechnology has ushered in a new era of scientific discovery where the unique properties of nanomaterials, such as gold nanoparticles, have been harnessed for a wide array of applications. This review explores gold nanoparticles' synthesis, properties, and multidisciplinary applications, focusing on their role as biosensors. Gold nanoparticles possess exceptional physicochemical attributes, including size-dependent optical properties, biocompatibility, and ease of functionalization, making them promising candidates for the development of biosensing platforms. The review begins by providing a comprehensive overview of gold nanoparticle synthesis techniques, highlighting the advantages and disadvantages of various approaches. It then delves into the remarkable properties that underpin their success in biosensing, such as localized surface plasmon resonance and enhanced surface area. The discussion also includes the functionalization strategies that enable specific binding to biomolecules, enhancing the sensitivity and selectivity of gold-nanoparticle-based biosensors. Furthermore, this review surveys the diverse applications of gold nanoparticles in biosensing, encompassing diagnostics, environmental monitoring, and drug delivery. The multidisciplinary nature of these applications underscores the versatility and potential of gold nanoparticles in addressing complex challenges in healthcare and environmental science. The review emphasizes the pressing need for further exploration and research in the field of nanobiotechnology, particularly regarding the synthesis, properties, and biosensing applications of gold nanoparticles. With their exceptional physicochemical attributes and versatile functionalities, gold nanoparticles present a promising avenue for addressing complex challenges in healthcare and environmental science, making it imperative to advance our understanding of their synthesis, properties, and applications for enhanced biosensing capabilities and broader scientific innovation. Nanotechnology ; Biosensor ; Nanobiotechnology ; Colloidal gold ; Surface plasmon resonance ; Materials science ; Surface modification ; Nanoparticle ; Chemistry Nanoparticles: synthesis and applications ; Gold and Silver Nanoparticles Synthesis and Applications ; Advanced Nanomaterials in Catalysis
Authors: Xiangqin Meng | Huizhen Fan | Lei Chen | Jiuyang He | Chaoyi Hong | Jiaying Xie | Yinyin Hou | Kaidi Wang | Xingfa Gao | Lizeng Gao | Xiyun Yan | Kelong Fan
Source: Nature Communications (article, 2024-02-22)
Field: Materials Science — Materials Chemistry

Ultrasmall metal alloy nanozymes mimicking neutrophil enzymatic cascades for tumor catalytic therapy Developing strategies that emulate the killing mechanism of neutrophils, which involves the enzymatic cascade of superoxide dismutase (SOD) and myeloperoxidase (MPO), shows potential as a viable approach for cancer therapy. Nonetheless, utilizing natural enzymes as therapeutics is hindered by various challenges. While nanozymes have emerged for cancer treatment, developing SOD-MPO cascade in one nanozyme remains a challenge. Here, we develop nanozymes possessing both SOD- and MPO-like activities through alloying Au and Pd, which exhibits the highest cascade activity when the ratio of Au and Pd is 1:3, attributing to the high d-band center and adsorption energy for superoxide anions, as determined through theoretical calculations. The Au<sub>1</sub>Pd<sub>3</sub> alloy nanozymes exhibit excellent tumor therapeutic performance and safety in female tumor-bearing mice, with safety attributed to their tumor-specific killing ability and renal clearance ability caused by ultrasmall size. Together, this work develops ultrasmall AuPd alloy nanozymes that mimic neutrophil enzymatic cascades for catalytic treatment of tumors. Myeloperoxidase ; Chemistry ; Enzyme ; Superoxide dismutase ; Catalysis ; Cancer therapy ; Superoxide ; Cascade ; Biophysics ; Nanotechnology ; Cancer ; Biochemistry ; Materials science ; Inflammation ; Biology ; Medicine ; Immunology ; Internal medicine Advanced Nanomaterials in Catalysis ; Nanocluster Synthesis and Applications ; Nanoplatforms for cancer theranostics
Authors: He Han | Zhichao Lou | Qiuyi Wang | Lei Xu | Yanjun Li
Source: Advanced Fiber Materials (article, 2024-03-07)
Field: Materials Science — Electronic, Optical and Magnetic Materials

Introducing Rich Heterojunction Surfaces to Enhance the High-Frequency Electromagnetic Attenuation Response of Flexible Fiber-Based Wearable Absorbers Materials science ; Attenuation ; Optoelectronics ; Electromagnetic radiation ; Polarization (electrochemistry) ; Electromagnetic shielding ; Heterojunction ; Optics ; Composite material ; Physics Electromagnetic wave absorption materials ; Advanced Antenna and Metasurface Technologies ; Metamaterials and Metasurfaces Applications
Authors: Zongsu Han | Yihao Yang | Joshua Rushlow | Juntao Huo | Zhaoyi Liu | Yu‐Chuan Hsu | Rujie Yin | Mengmeng Wang | Rong‐Ran Liang | Kunyu Wang | Hong‐Cai Zhou
Source: Chemical Society Reviews (review, 2024-11-25)
Field: Chemistry — Inorganic Chemistry

Development of the design and synthesis of metal–organic frameworks (MOFs) – from large scale attempts, functional oriented modifications, to artificial intelligence (AI) predictions Owing to the exceptional porous properties of metal-organic frameworks (MOFs), there has recently been a surge of interest, evidenced by a plethora of research into their design, synthesis, properties, and applications. This expanding research landscape has driven significant advancements in the precise regulation of MOF design and synthesis. Initially dominated by large-scale synthesis approaches, this field has evolved towards more targeted functional modifications. Recently, the integration of computational science, particularly through artificial intelligence predictions, has ushered in a new era of innovation, enabling more precise and efficient MOF design and synthesis methodologies. The objective of this review is to provide readers with an extensive overview of the development process of MOF design and synthesis, and to present visions for future developments. Metal-organic framework ; Scale (ratio) ; Nanotechnology ; Computer science ; Materials science ; Biochemical engineering ; Artificial intelligence ; Systems engineering ; Engineering ; Chemistry ; Physics ; Organic chemistry Metal-Organic Frameworks: Synthesis and Applications ; Machine Learning in Materials Science ; Advanced Nanomaterials in Catalysis
Authors: Lang Rao | Yuan Yuan | Xi Shen | Guocan Yu | Xiaoyuan Chen
Source: Nature Nanotechnology (review, 2024-10-03)
Field: Materials Science — Electronic, Optical and Magnetic Materials

Designing nanotheranostics with machine learning Computer science ; Nanotechnology ; Human–computer interaction ; Materials science Gold and Silver Nanoparticles Synthesis and Applications ; Advanced biosensing and bioanalysis techniques ; Machine Learning in Materials Science
Authors: Hui Wang | Guoqing Cui | Lu Hao | Zeyang Li | Lei Wang | Hao Meng | Jiong Li | Hong Yan | Yusen Yang | Min Wei
Source: Nature Communications (article, 2024-05-04)
Field: Materials Science — Materials Chemistry

Facilitating the dry reforming of methane with interfacial synergistic catalysis in an Ir@CeO2−x catalyst The dry reforming of methane provides an attractive route to convert greenhouse gases (CH<sub>4</sub> and CO<sub>2</sub>) into valuable syngas, so as to resolve the carbon cycle and environmental issues. However, the development of high-performance catalysts remains a huge challenge. Herein, we report a 0.6% Ir/CeO<sub>2-x</sub> catalyst with a metal-support interface structure which exhibits high CH<sub>4</sub> (~72%) and CO<sub>2</sub> (~82%) conversion and a CH<sub>4</sub> reaction rate of ~973 μmol<sub>CH4</sub> g<sub>cat</sub><sup>-1</sup> s<sup>-1</sup> which is stable over 100 h at 700 °C. The performance of the catalyst is close to the state-of-the-art in this area of research. A combination of in situ spectroscopic characterization and theoretical calculations highlight the importance of the interfacial structure as an intrinsic active center to facilitate the CH<sub>4</sub> dissociation (the rate-determining step) and the CH<sub>2</sub>* oxidation to CH<sub>2</sub>O* without coke formation, which accounts for the long-term stability. The catalyst in this work has a potential application prospect in the field of high-value utilization of carbon resources. Catalysis ; Carbon dioxide reforming ; Methane ; Syngas ; Dissociation (chemistry) ; Coke ; Chemical engineering ; Greenhouse gas ; Materials science ; Carbon fibers ; Nanotechnology ; Chemistry ; Physical chemistry ; Organic chemistry ; Metallurgy Catalytic Processes in Materials Science ; Catalysts for Methane Reforming ; Catalysis and Oxidation Reactions
Authors: Tran Doan Huan | Rishi Gurnani | Chiho Kim | Ghanshyam Pilania | Ha-Kyung Kwon | Ryan P. Lively | Rampi Ramprasad
Source: Nature Reviews Materials (review, 2024-08-19)
Field: Materials Science — Polymers and Plastics

Design of functional and sustainable polymers assisted by artificial intelligence Materials science ; Business ; Nanotechnology Polymer Nanocomposites and Properties ; Dielectric materials and actuators ; biodegradable polymer synthesis and properties
Authors: Mojesi Monica Rampai | C.B. Mtshali | Ntalane Sello Seroka | Lindiwe Khotseng
Source: RSC Advances (article, 2024-01-01)
Field: Materials Science — Materials Chemistry

Hydrogen production, storage, and transportation: recent advances One such technology is hydrogen-based which utilizes hydrogen to generate energy without emission of greenhouse gases. The advantage of such technology is the fact that the only by-product is water. Efficient storage is crucial for the practical application of hydrogen. There are several techniques to store hydrogen, each with certain advantages and disadvantages. In gaseous hydrogen storage, hydrogen gas is compressed and stored at high pressures, requiring robust and expensive pressure vessels. In liquid hydrogen storage, hydrogen is cooled to extremely low temperatures and stored as a liquid, which is energy-intensive. Researchers are exploring advanced materials for hydrogen storage, including metal hydrides, carbon-based materials, metal-organic frameworks (MOFs), and nanomaterials. These materials aim to enhance storage capacity, kinetics, and safety. The hydrogen economy envisions hydrogen as a clean energy carrier, utilized in various sectors like transportation, industry, and power generation. It can contribute to decarbonizing sectors that are challenging to electrify directly. Hydrogen can play a role in a circular economy by facilitating energy storage, supporting intermittent renewable sources, and enabling the production of synthetic fuels and chemicals. The circular economy concept promotes the recycling and reuse of materials, aligning with sustainable development goals. Hydrogen availability depends on the method of production. While it is abundant in nature, obtaining it in a clean and sustainable manner is crucial. The efficiency of hydrogen production and utilization varies among methods, with electrolysis being a cleaner but less efficient process compared to other conventional methods. Chemisorption and physisorption methods aim to enhance storage capacity and control the release of hydrogen. There are various viable options that are being explored to solve these challenges, with one option being the use of a multilayer film of advanced metals. This work provides an overview of hydrogen economy as a green and sustainable energy system for the foreseeable future, hydrogen production methods, hydrogen storage systems and mechanisms including their advantages and disadvantages, and the promising storage system for the future. In summary, hydrogen holds great promise as a clean energy carrier, and ongoing research and technological advancements are addressing challenges related to production, storage, and utilization, bringing us closer to a sustainable hydrogen economy. Hydrogen storage ; Hydrogen production ; Production (economics) ; Key (lock) ; Energy storage ; Environmental science ; Sustainable energy ; Hydrogen fuel ; Sustainable development ; Hydrogen ; Chemistry ; Computer science ; Engineering ; Renewable energy ; Physics ; Electrical engineering ; Economics Hydrogen Storage and Materials ; Hybrid Renewable Energy Systems ; Ammonia Synthesis and Nitrogen Reduction
Authors: Kevin J. Hughes | Kavita A. Iyer | Robert E. Bird | Julian Ivanov | Saswata Banerjee | Gilles Georges | Qiongqiong Angela Zhou
Source: ACS Applied Nano Materials (article, 2024-08-01)
Field: Materials Science — Materials Chemistry

Review of Carbon Nanotube Research and Development: Materials and Emerging Applications In this study, we present our findings from analyzing data contained in approximately 265,000 journal and patent publications in the field of carbon nanotube (CNT)-related research spanning the last two decades (2003 to 2023). The purpose of this study is to identify and extract prominent trends and establish connections, such as those between materials and applications. Using a natural language processing (NLP)-based analysis, we have identified over 80 emerging concepts across three major categories (applications, materials, and properties) in the field of CNTs, which is presented in a "Trend Landscape" map. While early research efforts appeared to focus on synthesis techniques (including the now well-established and dominant technique of chemical vapor deposition (CVD)), in recent years the field has been driven by an increase in interest in CNT composites, especially involving other nanoscale materials such as MXene and metal–organic frameworks (MOFs). High growth applications include the use of CNTs in energy storage and conversion technologies such as fuel cells, next-generation batteries, and nanogenerators, and in sensors including wearable human motion sensors. Investment data suggests commercial interest in development and use of CNTs in a variety of industry types, such as semiconductors, energy, and to a smaller extent the biomedical industry. The intent of this report is to serve as a useful guide to researchers to aid in further exploration of the field of CNT based materials and applications. Nanotechnology ; Carbon nanotube ; Materials science ; Field (mathematics) ; Chemical vapor deposition ; Data science ; Computer science Carbon Nanotubes in Composites ; Graphene research and applications ; Supercapacitor Materials and Fabrication
Authors: Abazar Ghorbani | Abolghassem Emamverdian | Necla Pehlivan | Meisam Zargar | Seyed Mehdi Razavi | Mo‐Xian Chen
Source: Journal of Nanobiotechnology (review, 2024-03-05)
Field: Materials Science — Materials Chemistry

Nano-enabled agrochemicals: mitigating heavy metal toxicity and enhancing crop adaptability for sustainable crop production The primary factors that restrict agricultural productivity and jeopardize human and food safety are heavy metals (HMs), including arsenic, cadmium, lead, and aluminum, which adversely impact crop yields and quality. Plants, in their adaptability, proactively engage in a multitude of intricate processes to counteract the impacts of HM toxicity. These processes orchestrate profound transformations at biomolecular levels, showing the plant's ability to adapt and thrive in adversity. In the past few decades, HM stress tolerance in crops has been successfully addressed through a combination of traditional breeding techniques, cutting-edge genetic engineering methods, and the strategic implementation of marker-dependent breeding approaches. Given the remarkable progress achieved in this domain, it has become imperative to adopt integrated methods that mitigate potential risks and impacts arising from environmental contamination on yields, which is crucial as we endeavor to forge ahead with the establishment of enduring agricultural systems. In this manner, nanotechnology has emerged as a viable field in agricultural sciences. The potential applications are extensive, encompassing the regulation of environmental stressors like toxic metals, improving the efficiency of nutrient consumption and alleviating climate change effects. Integrating nanotechnology and nanomaterials in agrochemicals has successfully mitigated the drawbacks associated with traditional agrochemicals, including challenges like organic solvent pollution, susceptibility to photolysis, and restricted bioavailability. Numerous studies clearly show the immense potential of nanomaterials and nanofertilizers in tackling the acute crisis of HM toxicity in crop production. This review seeks to delve into using NPs as agrochemicals to effectively mitigate HM toxicity and enhance crop resilience, thereby fostering an environmentally friendly and economically viable approach toward sustainable agricultural advancement in the foreseeable future. Agrochemical ; Agriculture ; Agricultural productivity ; Adaptability ; Sustainable agriculture ; Biotechnology ; Environmental science ; Biochemical engineering ; Natural resource economics ; Risk analysis (engineering) ; Business ; Engineering ; Biology ; Ecology Nanoparticles: synthesis and applications ; Heavy metals in environment ; Aluminum toxicity and tolerance in plants and animals