jablonkagroup/rise_ai_scientists huggingface dataset:
Authors: Hyun Min Kim | JuHyeong Lee | Juhwan Kim | Gyurin Kim | Jang‐Hwan Han | Joo Hwan Ko | Young Min Song | Hyeon‐Ho Jeong
Source: Advanced Materials (article, 2025-07-23)
Field: Materials Science — Polymers and Plastics

Thermochromic Gires‐Tournois Resonators with Tellurium for Battery Thermal Runaway Warning Effective temperature monitoring is crucial for preventing battery fires caused by thermal runaway, ensuring human safety, and providing timely warnings. While thermochromic materials offer intuitive, real-time temperature visualization, their slow response times remain them unsuitable for battery monitoring. A thermochromic Gires-Tournois (GT) resonator specifically designed for rapid and accurate battery temperature detection in the critical range below 80 °C is introduced, where thermal runaway risks can be effectively mitigated. Central to this design is an ultrathin (10 nm) thermo-responsive tellurium film, paired with a protective glass layer and an underlying metallic mirror. This thermochromic GT resonator exhibits reversible temperature detection over multiple cycles, actively responding to temperature changes through partial melting of tellurium, which alters its complex refractive index-a property discovered in the 1960s but now harnessed for this novel application. Notably, the resonator monitors both specific temperature points and overall heat transfer across the battery surface, achieving sub-second response times in an untethered manner. These findings position the thermochromic GT resonator as a promising platform for direct, intuitive, and compact temperature monitoring in energy storage systems. Materials science ; Thermal runaway ; Resonator ; Battery (electricity) ; Thermochromism ; Tellurium ; Optoelectronics ; Thermal ; Optics ; Meteorology ; Physics Transition Metal Oxide Nanomaterials ; Phase-change materials and chalcogenides ; Perovskite Materials and Applications
Authors: Wajid Zaman | Atif Ali Khan Khalil | Adnan Amin | Sajid Ali
Source: Nanomaterials (review, 2025-07-14)
Field: Materials Science — Materials Chemistry

Nanofabrication Techniques for Enhancing Plant–Microbe Interactions in Sustainable Agriculture Nanomaterials have emerged as a transformative technology in agricultural science, offering innovative solutions to improve plant-microbe interactions and crop productivity. The unique properties, such as high surface area, tunability, and reactivity, of nanomaterials, including nanoparticles, carbon-based materials, and electrospun fibers, render them ideal for applications such as nutrient delivery systems, microbial inoculants, and environmental monitoring. This review explores various types of nanomaterials employed in agriculture, focusing on their role in enhancing microbial colonization and soil health and optimizing plant growth. Key nanofabrication techniques, including top-down and bottom-up manufacturing, electrospinning, and nanoparticle synthesis, are discussed in relation to controlled release systems and microbial inoculants. Additionally, the influence of surface properties such as charge, porosity, and hydrophobicity on microbial adhesion and colonization is examined. Moreover, the potential of nanocoatings and electrospun fibers to enhance seed protection and promote beneficial microbial interactions is investigated. Furthermore, the integration of nanosensors for detecting pH, reactive oxygen species, and metabolites offers real-time insights into the biochemical dynamics of plant-microbe systems, applicable to precision farming. Finally, the environmental and safety considerations regarding the use of nanomaterials, including biodegradability, nanotoxicity, and regulatory concerns, are addressed. This review emphasizes the potential of nanomaterials to revolutionize sustainable agricultural practices by improving crop health, nutrient efficiency, and environmental resilience. Nanolithography ; Nanotechnology ; Agriculture ; Sustainable agriculture ; Materials science ; Biology ; Ecology ; Medicine ; Fabrication Nanoparticles: synthesis and applications ; Plant tissue culture and regeneration ; Electrophoretic Deposition in Materials Science
Authors: Qingbo Yu | Meng Wang | Xiujuan Feng | Xianhua Li
Source: Chemosensors (article, 2025-05-15)
Field: Materials Science — Materials Chemistry

Research Progress of Rare Earth Metal–Organic Frameworks on Pollutant Monitoring Rare earth metal–organic frameworks (RE-MOFs) are mainly composed of rare earth ions and organic ligands, taking advantage of the strengths of both metal–organic frameworks (MOFs) and rare earth ions. Rare earth ions have the unique feature of unfilled 4f electron shells, which endows them with higher coordination numbers, unique luminescence properties, larger Stokes shifts, longer fluorescence lifetimes, and higher luminescence quantum efficiency. The MOFs combined with a variety of organic ligands can effectively guide the antenna effect to sensitize the rare earth ions and thus enhance the photon emission, making RE-MOFs a promising material in the field of fluorescent probes. In this paper, the recent advances in design principles, strategies, synthesis means, and monitoring mechanisms of RE-MOF materials for pollutant monitoring are presented. The intrinsic correlation between the luminescence performance of RE-MOFs, the detection of contaminants and the selection of organic ligands, and the adjustment of the MOF backbone structure is systematically and comprehensively discussed. Finally, the future development direction and application prospects of RE-MOF materials are summarized and discussed. Rare earth ; Pollutant ; Environmental science ; Earth science ; Environmental chemistry ; Astrobiology ; Geology ; Chemistry ; Biology Lanthanide and Transition Metal Complexes ; Metal-Organic Frameworks: Synthesis and Applications ; Radioactive element chemistry and processing
Authors: María Jimena Salgueiro | Marcela Zubillaga
Source: Journal of Nanotheranostics (article, 2025-10-03)
Field: Materials Science — Biomaterials

Theranostic Nanoplatforms in Nuclear Medicine: Current Advances, Emerging Trends, and Perspectives for Personalized Oncology The convergence of nanotechnology with nuclear medicine has led to the development of theranostic nanoplatforms that combine targeted imaging and therapy within a single system. This review provides a critical and updated synthesis of the current state of nanoplatform-based theranostics, with a particular focus on their application in oncology. We explore multifunctional nanocarriers that integrate diagnostic radionuclides for SPECT/PET imaging with therapeutic radioisotopes (α-, β-, or Auger emitters), chemotherapeutics, and biological targeting ligands. We highlight advances in nanomaterial engineering—such as hybrid architectures, surface functionalization, and stimuli-responsive designs—that improve tumor targeting, biodistribution, and therapeutic outcomes. Emphasis is placed on translational challenges including pharmacokinetics, toxicity, regulatory pathways, and GMP-compliant manufacturing. The article closes with a forward-looking perspective on how theranostic nanoplatforms could reshape the future of personalized oncology through precision-targeted diagnostics and radiotherapy. Nanocarriers ; Personalized medicine ; Bench to bedside ; Translational research ; Precision medicine ; Radionuclide therapy Nanoparticle-Based Drug Delivery ; Nanoplatforms for cancer theranostics ; Radiopharmaceutical Chemistry and Applications
Authors: Sanam Garebaghi | Seyed Mohammad Taghi Gharibzahedi | Zeynep Altıntaş
Source: Electrochimica Acta (article, 2025-09-27)
Field: Materials Science — Materials Chemistry

Recent advances of nanozyme-enhanced electrochemical biosensors for antibiotic detection in foods: Trends, opportunities, and challenges Nanozyme (NZ)-enhanced electrochemical (EC) biosensors have significantly advanced as a result of the growing need for quick, sensitive, and on-site detection of antibiotic residues in food. This study thoroughly reviews the latest developments in NZ-based EC biosensors for the detection of antibiotics in food matrices, including conventional EC, electrochemiluminescence (ECL), photoelectrochemical (PEC), and dual-mode colorimetric-electrochemical (CM-EC) platforms. NZ-based biosensors have emerged as viable substitutes for traditional chromatographic techniques (such as HPLC and LC-MS/MS), which are still the gold standard for sensitivity and multi-residue analysis owing to their high cost, labor-intensive procedures, and lack of portability. Because of their enzyme-mimicking catalytic activity, NZs improve signal amplification, allowing for molecularly imprinted polymer (MIP) or aptamer recognition for ultrasensitive detection with low limits of detection and high specificity. Dual-mode CM-EC devices combine visual simplicity with quantitative precision, while ECL and PEC sensors further increase sensitivity by integrating light-driven processes and catalytic precipitation. Despite their advantages, challenges such as matrix effects, synthesis scalability, and cross-reactivity hinder widespread adoption. Miniaturization, smartphone integration, and increased uses in food safety monitoring are potential future developments. Aptamer ; Biosensor ; Molecularly imprinted polymer ; Electrochemiluminescence ; Complex matrix Advanced Nanomaterials in Catalysis ; Electrochemical sensors and biosensors ; Advanced biosensing and bioanalysis techniques
Authors: Yuhang Feng | Jiaojiao Chen | Xiaoqing Guo | Mengting Qin | Shengnan Wang | Dechen Jiang | Xiaoming Liu | Ling Mao
Source: International Journal of Nanomedicine (review, 2025-08-01)
Field: Materials Science — Biomaterials

Macrophage-Targeted Nanomedicine for the Treatment of Atherosclerosis Cardiovascular and cerebrovascular diseases are the leading causes of mortality worldwide, with atherosclerosis being the primary etiology. Despite its prevalence, atherosclerosis remains inadequately controlled by conventional therapeutic interventions. The unique physicochemical properties of nanomedicine offer new hope for the treatment of atherosclerosis. Macrophages are now understood to play a pivotal role in the progression of atherosclerosis, acting as both pathogenic factors and potential therapeutic targets. The inherent plasticity of macrophages significantly influences disease progression, suggesting that modulating macrophage function or abundance could provide a viable strategy to intervene in the atherosclerotic process. This review comprehensively examines the targeted delivery and controlled release of nanoparticles, providing an in-depth analysis of both passive and active targeting strategies, as well as the controlled release of therapeutic agents in response to the specific microenvironment of atherosclerotic plaques and external stimuli such as light and sound. The role of biomimetic nanomedicines in the treatment of atherosclerosis, primarily those utilizing macrophage membrane coatings and exosomes, is discussed. Finally, the current challenges facing nanomedicine in atherosclerosis treatment are analyzed, emphasizing the need for future research to investigate its mechanisms of action in depth and optimize related strategies to harness its therapeutic potential. Nanomedicine ; Macrophage ; Medicine ; Nanotechnology ; Materials science ; Nanoparticle ; Biology Nanoparticle-Based Drug Delivery ; Phagocytosis and Immune Regulation ; Immune cells in cancer
Authors: Sergey Gusarov | Chinedu E. Ekuma | Gap Soo Chang | Mina Alizade | Mosayeb Naseri
Source: Physical Chemistry Chemical Physics (article, 2025-01-01)
Field: Materials Science — Materials Chemistry

Janus group V1B-based pnictogen-halide monolayers: a new class of multifunctional quantum materials from first-principles predictions This study employed density functional theory to discover a new family of 48 two-dimensional Janus monolayers with the formula MXY, where M stands for transition metals (Cr, Mo, or W), X represents a group V element (P, As, Sb, or Bi), and Y denotes a halide (F, Cl, Br, or I). The cohesive energy and phonon dispersion calculations show that most of these materials are energetically and dynamically stable. Subsequently, the thorough investigation into the electrical structure allows the classification of these monolayers as metals (CrPI and WPI) or semiconductors with narrow band gaps ranging from 0.69 to 2.15 eV. Meanwhile, the MoSbBr, MoSbI, and WBiCl monolayers are defined to be able to function as photocatalysts in the water splitting process, and the CrAsCl monolayer exhibits significant potential for valleytronic applications due to its intrinsic valence band splitting of about 90 meV. Finally, significant Rashba splitting was observed near the Γ point in the valence band of Janus MXY monolayers, where the growth in atomic weight (W > Mo > Cr and Bi > Sb > As > P) corresponds to a greater spin-orbit coupling effect on the Rashba parameter. Their Rashba values are comparable to those ofother well-known 2D materials, indicating great potential for spintronic applications. Our findings not only present a broad range of 2D materials, but also highlight their potential for next-generation electrical, photonic, and catalytic technologies. Pnictogen ; Janus ; Halide ; Class (philosophy) ; Monolayer ; Quantum ; Materials science ; Chemistry ; Nanotechnology ; Physics ; Computer science ; Condensed matter physics ; Quantum mechanics ; Organic chemistry ; Superconductivity ; Artificial intelligence Machine Learning in Materials Science
Authors: Jingwen Liu | Kai Wang | Fengying Jin | Yuezhen Bin | Jiayi Li | Xiaofei Qian
Source: Polymers (review, 2025-06-20)
Field: Materials Science — Biomaterials

Advances in Photothermal Electrospinning: From Fiber Fabrication to Biomedical Application Photothermal electrospinning (PTE) represents an innovative fusion of electrospinning (ES) technology and photothermal therapy (PTT), where photothermal agents (PTAs) are incorporated into electrospun fibers to enable localized thermal effects under near-infrared (NIR) irradiation. The high surface area and tunable architecture of electrospun fibers provide an ideal platform for efficient PTA loading, while the precise temperature control and therapeutic efficacy of PTT significantly broaden its biomedical applications, including antibacterial therapy, anticancer treatment, tissue regeneration, and drug delivery. This review mainly focuses on the emerging field of PTE. Following an overview of the basic PTE parts (ES, PTAs, and PTT), the fabrication strategies (one- and two-step methods) of photothermal electrospun fibers and their latest advancements in both antibacterial and non-antibacterial applications are summarized. Furthermore, the current challenges are deliberated at the end of this review. Photothermal therapy ; Electrospinning ; Nanotechnology ; Materials science ; Drug delivery ; Fabrication ; Photothermal effect ; Nanofiber ; Biomedical engineering ; Polymer ; Composite material ; Medicine Electrospun Nanofibers in Biomedical Applications ; Tissue Engineering and Regenerative Medicine ; Advanced Sensor and Energy Harvesting Materials
Authors: Yaokang Lv | Na Liu | Chao Chen | Zhiwei Cai | Jiawen Li
Source: Safety (article, 2025-07-18)
Field: Chemistry — Organic Chemistry

Pharmaceutical Packaging Materials and Medication Safety: A Mini-Review Pharmaceutical packaging materials play a crucial role in ensuring the safety and efficacy of medications. This mini-review examines the properties of common packaging materials (glass, plastics, metals, and rubber) and their implications for drug safety. By analyzing 127 research articles from PubMed, Web of Science, and CNKI databases (2000–2025), we also discuss recent regulatory updates in China and highlight emerging technologies, including nanomaterials, sustainable packaging solutions, and intelligent packaging systems that present new opportunities for the pharmaceutical industry. Key findings include the following: (1) The physicochemical properties of packaging materials and potential microbial contamination risks during production significantly impact drug quality and safety, underscoring the need for enhanced research and regulatory oversight. (2) Each material exhibits distinct advantages and limitations: glass demonstrates superior chemical stability but may leach ions; plastics offer versatility but risk plasticizer migration; metals provide exceptional strength yet have limited applications; rubber ensures effective sealing but may release additives compromising drug quality. (3) The pharmaceutical packaging sector is evolving toward intelligent systems and sustainable solutions to address contemporary healthcare challenges. This review can aid pharmaceutical companies in selecting drug packaging and guide manufacturers in developing innovative packaging solutions. Quality (philosophy) ; Pharmaceutical industry ; Plastic packaging ; Pharmaceutical manufacturing ; Active packaging ; Pharmaceutical drug ; Food packaging ; Drug packaging Plant-Derived Bioactive Compounds ; Effects and risks of endocrine disrupting chemicals ; Drug Solubulity and Delivery Systems
Authors: Juliana Jumadi | Wan Sharuzi Wan Harun | K. Kadirgama | Lingenthiran Samylingam | Navid Aslfattahi | K. S. Clint | Chee Kuang Kok | Maryam Sadat Kiai
Source: BioNanoScience (article, 2025-12-17)
Field: Materials Science — Biomaterials

A Comparative Review of Polylactic Acid and Poly(Lactic-co-Glycolic Acid) Biomaterials: Optimizing Drug Delivery Biodegradable polymers such as polylactic acid (PLA) and poly(lactic-co-glycolic acid) (PLGA) play a crucial role in drug delivery owing to their compatibility with biological systems, controllable degradation, and adaptable formulation capabilities. This comprehensive review analyzes and contrasts PLA and PLGA in advanced drug delivery applications, highlighting their distinct characteristics and engineering techniques used to improve their therapeutic efficacy. This study explored key strategies, including surface alterations, encapsulation methods, and composite development, emphasizing how these approaches optimize drug release kinetics, targeting precision, and drug availability in the human body. In addition, this review addresses the major challenges of using PLA and PLGA, such as managing degradation, scaling up production, and ensuring immune system compatibility. Significant breakthroughs are revolutionizing medicine, especially with the emergence of adaptive “smart” drug delivery systems. These innovations represent more than incremental progress; they hold immense promise for tackling some of the most complex medical challenges. This review focuses on the design and implementation of drug delivery systems utilizing PLA and PLGA. The far-reaching impact of these systems across various disciplines is exploded, including tissue regeneration, targeted antibiotic delivery, vaccine efficacy enhancement, and improved orthopaedic treatment. The overarching aim is to guide future research toward the creation of increasingly efficacious and biocompatible methods for in vivo drug administration. Drug delivery ; Polylactic acid ; Biocompatible material ; Targeted drug delivery ; Drug ; PLGA biodegradable polymer synthesis and properties ; Nanoparticle-Based Drug Delivery ; Bone Tissue Engineering Materials
Authors: Qinghe Zhang | Mingbo Dou | Xinyi Su | Zelong Yu | Benmei Wei | Lian Feng Zhu | Juntao Zhang | Haibo Wang
Source: Collagen and Leather (article, 2025-05-31)
Field: Materials Science — Biomaterials

Collagen-based biomaterials: recent advances on regulating cell migration and correlated biomedical applications Cell biology ; Chemistry ; Biology Collagen: Extraction and Characterization ; Electrospun Nanofibers in Biomedical Applications ; Bone Tissue Engineering Materials
Authors: Sadık Hüseyin Cemali | Samet Poyraz | Samet Belveren | Senanur Taş | Mehmet Ali Tamer | Naciye Yaktubay Döndaş | H. Ali Döndaş | José M. Sansano
Source: ChemMedChem (review, 2025-09-01)
Field: Chemistry — Organic Chemistry

Recent Insights in Multi‐Target Drugs in Pharmacology and Medicinal Chemistry Many of the drugs used in treatment today have been designed based on the "specificity paradigm". Resistance has developed against drugs designed using this approach, leading to a decrease in their effectiveness. In addition, it is well-documented in the literature that diseases with complex etiologies, such as Alzheimer's, Parkinson's, and cancer are influenced by multiple genetic and/or environmental factors. As a result, specificity paradigm is often insufficient for treating these diseases. Therefore, there is a need to develop drugs that interact with multiple targets simultaneously through different mechanisms. This review aims to provide an overview of the methods used in multitarget drug design, the reactions employed in the synthesis of these drugs, their applications, and recent research conducted in this field. Drug ; Pharmacology ; Drug discovery ; Medicine ; Computational biology ; Risk analysis (engineering) ; Computer science ; Bioinformatics ; Biology Synthesis and biological activity ; Multicomponent Synthesis of Heterocycles ; Click Chemistry and Applications
Authors: Filip J. R. Meysman | B. Smets | Silvia Hidalgo‐Martinez | Nathalie Claes | Bob C. Schroeder | Jeanine S. Geelhoed | Yun Liu | Jiji Alingapoyil Choyikutty | Tamazouzt Chennit | Thijs Bodson | Alberto Collauto | Maxie M. Roessler | Dmitry Karpov | Sylvain Bohic | Matteo Aramini | Shusaku Hayama | Maxwell Wetherington | Martijn A. Zwijnenburg | Galina Pankratova | Isabel Pintelon | Jean‐Pierre Timmermans | Gert Nuyts | Karolien De Wael | Sara Bals | Johan Verbeeck | Han Remaut | Henricus T. S. Boschker
Source: bioRxiv (Cold Spring Harbor Laboratory) (preprint, 2025-10-11)
Field: Chemistry — Inorganic Chemistry

A hierarchical nickel organic framework confers high conductivity over long distances in cable bacteria Abstract Multi-cellular cable bacteria have evolved a unique machinery that efficiently transports electrons across centimetre-scale distances. Currents flow through a parallel network of periplasmic fibres, which display an extraordinary conductivity for a biological material. However, the conduction mechanism remains elusive as the molecular structure of the fibres has not been resolved. Here, we demonstrate that each fibre embeds a bundle of intertwined nanoribbons, which are built from Nickel Bis(Dithiolene) (NiBiD) repeat units that are formed by linking nickel centres with ethenetetrathiolate ligands. The planar and conjugated NiBiD complexes are aligned and stacked to form an elongated supramolecular coordination network, thus explaining the observed organo-metal electronic properties of the fibres. Our results hence demonstrate that biology is capable of producing extensive metal organic frameworks. These structures enable highly conductive one-dimensional conduits, ensuring efficient charge transport over macroscale distances, thus providing a novel design principle for bio-based, sustainable organo-electronic materials. Nickel ; Periplasmic space ; Electrical conductor ; Conductivity ; Thermal conduction ; Planar ; Metal ; Bundle Metal-Organic Frameworks: Synthesis and Applications ; Conducting polymers and applications ; Covalent Organic Framework Applications