Superconducting artificial neural networks and quantum circuits

• Anatolie S. Sidorenko

Beilstein J. Nanotechnol. 2026, 17, 744–747, doi:10.3762/bjnano.17.51

• dissipation; Research on artificial neural networks (ANNs) is currently one of the most rapidly developing areas of modern science and technology [1]. Neural networks have demonstrated high efficiency in solving problems of pattern recognition and classification, clustering, forecasting, approximation, and

• developed worldwide, and recent demonstrations include a microprocessor with a total energy consumption of approximately 15 fJ per operation at a clock frequency of 5 GHz, including cooling overhead. This level of efficiency is comparable to the energy consumption of a single CMOS transistor [13]. The

Oxidative atmosphere-driven formation of single-phase spinel CuRh₂O₄ nanofibers for alkaline water oxidation

• Namhee Kim,
• Sumin Ko,
• Sohyeon Choi,
• Seoyoon Jang,
• Myung Hwa Kim and
• Dasol Jin

Beilstein J. Nanotechnol. 2026, 17, 737–743, doi:10.3762/bjnano.17.50

• the efficiency of alkaline water electrolysis [1]. Developing robust and highly active OER electrocatalysts is therefore essential for practical hydrogen production and large-scale renewable energy conversion. Among numerous catalyst platforms, spinel oxides (AB2O4) have attracted significant

Environmental applications of silver nanoparticles: state-of-the-art review and emerging trends

• Soni Prajapati,
• Akash Kumar and
• Ranjana Singh

Beilstein J. Nanotechnol. 2026, 17, 697–736, doi:10.3762/bjnano.17.49

• techniques, as well as chemical and biological methods, are available to address these pollutants, but their limited efficiency, cost-effectiveness, on-site usability, technical skills, and environmental compatibility restrict their use to specific conditions [6]. Thus, researchers have sought alternatives

• pseudo-first-order reaction kinetics [25]. The addition of AgNPs to a matrix may improve their efficiency in removing various contaminants via adsorption mechanisms, which can be ionic or covalent, depending on the nanocomposite surface chemistry [26]. In a study, Ag-decorated reduced graphene oxide was

• removal of PAHs with 100% efficiency [30]. AgNPs and AgNP-based nanocomposites provide an efficient system for pollutant removal, with good reusability, as evident from the above studies. However, despite their benefits, the escalating production and utilisation of AgNPs also raise concerns about their

Molecular engineering of individual dye-based nanoparticle photostability for ultrabright two-photon fluorescence

• Eleonore Kurek,
• Sasha Cooper,
• Alexandre Clausolles,
• Karen Perronet,
• Jonathan Daniel,
• Mireille Blanchard-Desce and
• François Marquier

Beilstein J. Nanotechnol. 2026, 17, 688–696, doi:10.3762/bjnano.17.48

• significantly faster, confirming the trade-off between absorption efficiency and photostability. These results demonstrate that the photophysical behavior of dFONs can be rationally engineered at the molecular level and provide design principles for the development of optimized organic nanoparticles for

• faster photobleaching rate, as confirmed by direct time-resolved measurements and their quadratic dependence on excitation power. Together, these results validate the bottom-up design strategy used for nanoparticle synthesis and highlight the trade-off between absorption efficiency and photostability

Decontamination from water pollutants and pathogens by electrospun nanofibers doped with heavy-atom-free borafluorene-BODIPY photosensitizers

• Angelika Zaszczyńska,
• Paulina H. Marek-Urban,
• Karolina Wrochna,
• Agnieszka E. Kuklewska,
• Kacper Kręgielewski,
• Marta Grodzik,
• Dawid R. Natkowski,
• Jolanta Mierzejewska,
• Ewa Iwanek,
• Agata Blacha-Grzechnik,
• Paweł Sajkiewicz and
• Krzysztof Durka

Beilstein J. Nanotechnol. 2026, 17, 668–682, doi:10.3762/bjnano.17.46

• antimicrobial efficacy similar to that of higher concentrations while potentially reducing toxicity and improving cost efficiency. The photoactivity of 1@PCL materials is comparable to that of a BODIPY-embedded electrospun PCL material studied by Cakmak et al. [62], which achieved 0.6–2.6 log reductions in

afspm: A framework for manufacturer-agnostic automation in scanning probe microscopy

• Nicholas J. Sullivan,
• Julio J. Valdés,
• Kirk H. Bevan and
• Peter Grutter

Beilstein J. Nanotechnol. 2026, 17, 653–667, doi:10.3762/bjnano.17.45

• during the experiment, has been used in SPM for 2D scan efficiency [10] as well as in SPM spectroscopy [11]. Furthermore, investigators have used hypothesis learning, where a model chooses between a number of hypotheses by testing them during the experiment [12]. As an example of a complete autonomous

Cellulose as a photocatalyst support material: extraction, structural features, and environmental applications

• Yee Teng Lim,
• Nur Farhana Jaafar,
• Azizul Hakim Lahuri and
• Endang Tri Wahyuni

Beilstein J. Nanotechnol. 2026, 17, 635–652, doi:10.3762/bjnano.17.44

• of functional groups enable it to act as an effective support matrix for photocatalysts such as ZnO, TiO2, Cu2O, and various hybrid nanocomposites. Through stabilizing nanoparticles, preventing their aggregation and contributing to pollutant adsorption, cellulose enhances the overall efficiency of

• the primary enzymes in this method, although other enzymes may also participate in breaking down fibers, contributing to the overall efficiency of the process [40]. TEMPO-mediated oxidation. 2,2,6,6-Tetramethyl-1-piperidinyloxy (TEMPO)-mediated oxidation is a widely studied chemical method for

• gained prominence because of their ability to selectively target specific organs and tissues, thereby reducing side effects, minimizing systemic toxicity, and improving overall treatment efficiency [23]. Researchers are increasingly developing cellulose-based scaffolds for tissue engineering as these

Two-step laser synthesis of Ag@TiO₂ nanomaterials for the photocatalytic degradation of rhodamine B

• Marija Kovačević,
• Miloš Tošić,
• Rafaela Radičić,
• Vladimir Rajić,
• Nikša Krstulović,
• Miloš Momčilović and
• Sanja Živković

Beilstein J. Nanotechnol. 2026, 17, 622–634, doi:10.3762/bjnano.17.43

• UV–vis spectroscopy confirmed the formation of nanoparticles with a predominantly anatase TiO2 phase. The synthesized particles exhibited spherical morphology, with average diameters ranging from 97–331 nm for the 200p sample and 86–144 nm for the 2000p sample. The photocatalytic efficiency was

• photocatalytic performance, nanomaterials were prepared using PLAL after submerging the obtained Ag-coated Ti targets in water. The efficiency of the synthesized materials was evaluated through the degradation of rhodamine B under UV–vis light irradiation. Comprehensive structural and compositional

• evidence of distinct mechanisms [30]. Similar trends, where particle size and silver loading influence the kinetic model of the reaction, have also been reported for Ag-TiO2 composites in recent studies [16]. Comparation of current research with literature data The photocatalytic efficiency of the

Recent progress in enhancing built-in electric fields of perovskite solar cells via junction engineering

• Tong Xiao and
• Ke Xu

Beilstein J. Nanotechnol. 2026, 17, 602–621, doi:10.3762/bjnano.17.42

• , optimizing the BEF provides a powerful lever for advancing power conversion efficiency, open-circuit voltage, and long-term operational stability in state-of-the-art PSCs, while avoiding the introduction of parasitic energy barriers. Keywords: band alignment; built-in electric field; carrier dynamics

• ; junction; perovskite solar cells; Introduction Driven by the global push for carbon neutrality, next-generation high-efficiency and low-cost photovoltaic technologies have gained increasing attention. Due to their high absorption coefficients, long carrier diffusion lengths, tunable bandgaps, and solution

• processability, perovskite solar cells (PSCs) have advanced significantly since their inception [1]. The power conversion efficiency (PCE) of single-junction devices has risen from 3.8% to 27.3% [2][3][4], highlighting their potential to approach the Shockley–Queisser limit. In typical heterojunction solar cells

Probing tribological evolution in atomically thin MoS₂ at different scales

• Xingzhong Zeng and
• Miao Zhang

Beilstein J. Nanotechnol. 2026, 17, 586–597, doi:10.3762/bjnano.17.40

• -friction coatings, high-efficiency lubricants, and durable MEMS/NEMS. (a) AFM topographic image of atomically thin MoS2 along with the cross-sectional height profiles in the insets. (b) AFM phase image corresponding to the topographic image along with the cross-sectional profiles in the insets. (c, d

Impacts of annealing on structural and photophysical properties of zinc phthalocyanine adsorbed on graphene

• Gautier Creutzer,
• Quentin Fernez,
• Nataliya Kalashnyk,
• Zohreh Safarzadeh,
• Lydia Sosa Vargas,
• Céline Fiorini-Debuisschert,
• Nicolas Fabre and
• Fabrice Charra

Beilstein J. Nanotechnol. 2026, 17, 576–585, doi:10.3762/bjnano.17.39

• treatments, as often shown for example with α and β phases of zinc phthalocyanines (ZnPc), with consequences on molecule orientations relative to the substrate and absorbance efficiency [21] or dynamics of charge migration and charge transfer to substrate [22]. Even inside a given phase, minute structural

Laser–material interactions in liquids for the synthesis of nanomaterials: current status and perspectives

• Carlos Doñate Buendia,
• Bilal Gökce and
• Leonid V. Zhigilei

Beilstein J. Nanotechnol. 2026, 17, 571–575, doi:10.3762/bjnano.17.38

• broadly, beam shaping techniques are gaining attention as a means to improve process control and efficiency [24]. For example, non-Gaussian beam profiles, such as donut-shaped beams, have been shown to modify the nanoparticle size distribution [71]. The balance between implementation complexity, cost

Synthesis of Cu–Mo/TiO₂ and Co–Mo/TiO₂ photocatalysts for the efficient degradation of organic pollutants in water

• Ilse Acosta,
• Brenda Zermeño,
• Edgar Moctezuma,
• Luis F. Garay-Rodríguez and
• Isaías Juárez-Ramírez

Beilstein J. Nanotechnol. 2026, 17, 559–570, doi:10.3762/bjnano.17.37

• the optical bandgap, broaden the light absorption range, and enhance the quantum efficiency [4]. However, the partially occupied impurity states generated can act as recombination centers for photoexcited carriers, leading to band-to-band recombination [3]. To prevent charge recombination effects, the

• pollutants. The significant reduction in the bandgap energy as a result of copper incorporation is an effect previously reported in the literature as the introduction of Cu ions generates d orbitals below the conduction band, which reduces the bandgap energy [33][34]. To assess the efficiency of the

• catalytic efficiency towards different organic contaminant molecules [5]. The photochemical degradation of ketoprofen was previously reported [23] to result in a small decrease in the total organic carbon (TOC) content. TOC content remained almost constant for several hours, and only 12% of mineralization

Fractional shot noise of an SU(N) Kondo system

• Damian Krychowski and
• Stanisław Lipiński

Beilstein J. Nanotechnol. 2026, 17, 515–540, doi:10.3762/bjnano.17.34

Probing internal continua and atomic ultrafast charge transfer within size-controlled nanoparticles by post-collision interaction in core-hole clock spectroscopy

• Johannes Lütgert,
• Erika Giangrisostomi,
• Nomi L. A. N. Sorgenfrei and
• Alexander Föhlisch

Beilstein J. Nanotechnol. 2026, 17, 505–514, doi:10.3762/bjnano.17.33

• photoluminescence quantum yield or RedOx chemistry, depend on a complex interplay of local and collective electronic structure aspects [10]. For example, quantum efficiency is strongly influenced by surface structure [11], the fabrication of core–shell and core–multishell architectures [12][13], and the choice of

Upcycling agroindustrial waste into graphene oxide supports for gold nanoparticles: toward sustainable nanomaterials

• Juan Marcos Castro-Tapia,
• Selene Acosta,
• Hiram Joazet Ojeda-Galván,
• Elsie Evelyn Araujo-Palomo,
• Edgar Giovanni Villabona-Leal and
• Mildred Quintana

Beilstein J. Nanotechnol. 2026, 17, 489–504, doi:10.3762/bjnano.17.32

• performance in targeted applications. In addition to the physicochemical characterization, the AuNPs@Agro-GO composites exhibit considerable potential for environmentally oriented technological applications. AuNPs supported on graphene oxide have demonstrated high catalytic efficiency in the reduction of

Defects and defect-mediated engineering of two-dimensional materials: challenges and open questions

• Arkady V. Krasheninnikov,
• Matthias Batzill,
• Anouar-Akacha Delenda,
• Marija Drndić,
• Chris Ewels,
• Katharina J. Franke,
• Mahdi Ghorbani-Asl,
• Alexander Holleitner,
• Ado Jorio,
• Ute Kaiser,
• Daria Kieczka,
• Hannu-Pekka Komsa,
• Jani Kotakoski,
• Manuel Längle,
• David Lamprecht,
• Yun Liu,
• Steven G. Louie,
• Janina Maultzsch,
• Thomas Michely,
• Katherine Milton,
• Anna Niggas,
• Hanako Okuno,
• Joshua A. Robinson,
• Marika Schleberger,
• Bruno Schuler,
• Alexander Shluger,
• Kazu Suenaga,
• Kristian S. Thygesen,
• Richard A. Wilhelm,
• E. Harriet Åhlgren and
• Carla Bittencourt

Beilstein J. Nanotechnol. 2026, 17, 454–488, doi:10.3762/bjnano.17.31

• detection of the inelastic contribution. On the one hand, the small energy scale of at most a few millielectronvolts requires very low temperatures; on the other hand, the change in conductance depends on the excitation efficiency and the density of states at the Fermi level. Hence, detection of magnetic

Nanocarrier-integrated multilayer films produced by 3D printing for improved skin adhesion and curcumin photostability

• Thayse Viana de Oliveira,
• Ana Paula Farias Leão,
• Júlia Leão,
• Cesar Liberato Petzhold and
• Ruy Carlos Ruver Beck

Beilstein J. Nanotechnol. 2026, 17, 440–453, doi:10.3762/bjnano.17.30

• efficiency. Films were fabricated containing either C-NCs (FC-NC) or unloaded curcumin (FC) and consisted of three layers, namely, a chitosan-based bottom layer, a middle layer of carboxymethylcellulose and alginate, and a carboxymethylcellulose top layer incorporating titanium dioxide (TiO2). The lower and

• the initial concentration of the nanocapsule suspension, V1 is the volume of the nanocapsule suspension that was used, and V2 is the final volume of the sample. Curcumin content and encapsulation efficiency The curcumin content was assayed by high-performance liquid chromatography with ultraviolet

• extraction with acetonitrile for 20 min, followed by filtration through a 0.45 µm membrane (Millipore®) prior to HPLC analysis. All analytical procedures were performed under dark conditions to protect the samples from light. Encapsulation efficiency was determined using an ultrafiltration–centrifugation

First-principles study on elastic properties of Cu, (Cu_1−x,Ni_x)₃Sn and interfacial mechanical properties of (Cu_1−x,Ni_x)₃Sn/Cu in the lead-free solder joint

• Guomin Hua

Beilstein J. Nanotechnol. 2026, 17, 428–439, doi:10.3762/bjnano.17.29

• efficiency without losing the accuracy by reducing the model size of the alloy systems. Considering the phase stability of (CuxNi1−x)3Sn [22], the content of Ni was set within the range from 0 to 30 atom %. As far as the calculations of the structure optimizations and elastic properties are concerned, a

Nanoinformatics: spanning scales, systems and solutions

• Iseult Lynch,
• Diego S. T. Martinez,
• Kunal Roy and
• Georgia Melagraki

Beilstein J. Nanotechnol. 2026, 17, 423–427, doi:10.3762/bjnano.17.28

• /features governing the cellular uptake were analysed as a basis for programming higher cellular uptake efficiency and better therapeutic response [9]. He et al. used additive AI-based approaches to identify nanoparticle systems for delivering drugs to treat neurodegenerative diseases. Their method

Biomimetic nanoparticles in cancer photodynamic therapy: a review of targeted delivery systems and therapeutic outcomes

• Valentina I. Gorbacheva,
• Alexey S. Grabovoy,
• Polina S. Marukhina,
• Anastasiia O. Syrocheva and
• Ekaterina P. Kolesova

Beilstein J. Nanotechnol. 2026, 17, 396–422, doi:10.3762/bjnano.17.27

• maintaining sterility, especially for BNPs derived from bacterial membranes [60]. Heterogeneous coverage can affect nanoparticle stability and drug delivery efficiency, while purification processes must effectively separate fully coated particles from impurities. For bacterial membrane-based BNPs, thorough

• significantly enhances the delivery efficiency of PSs compared to conventional nanocarriers [78]. Passive targeting primarily exploits EPR effect, a pathophysiological feature of many solid tumors characterized by leaky vasculature and impaired lymphatic drainage [79][80]. BNPs amplify passive accumulation

• release due to disruption of the membrane integrity [110]. Similar to other nanodelivery systems, a wide variety of surface functionalization strategies have emerged to enhance targeting efficiency in BNPs. In a 2022 study, a sophisticated biomimetic system was developed comprising paclitaxel nanocrystals

Eco-efficient materials for agricultural crops based on a mineral rich in MOR- and HEU-type zeolites

• Esperanza Yamile de la Nuez-Pantoja,
• Inocente Rodríguez-Iznaga,
• Gerardo Rodríguez-Fuentes,
• Vitalii Petranovskii,
• Ariel Martínez García,
• José Juan Calvino Gámez and
• Daniel Goma Jiménez

Beilstein J. Nanotechnol. 2026, 17, 381–395, doi:10.3762/bjnano.17.26

• increased nutrient utilization efficiency [3][4]. Several studies report improved growth, yield, and protection against pests and diseases in a wide range of agronomic and horticultural crops when zeolitic minerals are applied [10][11]. Also, native cations present in zeolites (Na+, K+, Ca2+, Mg2+) can be

Interconnection morphology effects on the radio frequency response of carbon nanotube sponges

• Manuela Scarselli,
• Javad Rezvani,
• Zeno Zuccari,
• Mattia Scagliotti and
• Simone Tocci

Beilstein J. Nanotechnol. 2026, 17, 343–351, doi:10.3762/bjnano.17.23

• conductors is not appreciable. Interesting results have been found for shear-aligned CNT films, which showed a radiation efficiency of 94% at 10 and 14 GHz, comparable to copper antennas [18]. Threads made of twisted bundles of as-grown CNTs worked as dipole antennas resonating at 2.45 GHz [6]. A recent

• study on SWCNT antennas built on flexible substrates measured slight changes in the radiation efficiency gain from 80.0% for flat to 83.7% for bent configurations, demonstrating that CNTs are suitable for applications requiring non-standard shapes and surfaces [13]. MWCNTs possess larger physical

• space. The response registered from the untreated CNS shows a gain of 7 dBm; directly after ethanol treatment, the gain improved to 10 dBm, and to 13 dBm after 5 min. This result validates the S11-derived efficiency enhancements found. The trend was confirmed for the distance of (7.0 ± 0.1) × 10−1 m in

Beam shaping techniques for pulsed laser ablation in liquids: Unlocking tunable control of nanoparticle synthesis in liquids

• Sergio Molina-Prados,
• Nadezhda M. Bulgakova,
• Alexander V. Bulgakov,
• Jesus Lancis,
• Gladys Mínguez Vega and
• Carlos Doñate-Buendia

Beilstein J. Nanotechnol. 2026, 17, 309–342, doi:10.3762/bjnano.17.22

• efficiency, throughput, and colloid stability. Therefore, optimising ablation conditions (e.g., using high-repetition-rate lasers, flow-through cells, and improved cavitation management) will be critical for enabling commercially viable production [94]. One promising strategy to overcome these limitations

• involves controlling the spatial and temporal profiles of the laser beam. Spatial beam shaping allows for fine adjustment of energy distribution on the target, influencing ablation efficiency and NP uniformity. Figure 3 provides an overview of representative approaches and the corresponding beam profiles

• unlocking the potential of PLAL. Spatial and temporal beam shaping in material processing The spatial focusing of the laser beam on the sample directly influences the ablation efficiency and the quality of the produced NPs. The most widely used PLAL system in different laboratories around the world consists

Fast vortex dynamics and relaxation times in NbRe-based heterostructures

• Francesco De Chiara,
• Zahra Makhdoumi Kakhaki,
• Francesco Avitabile,
• Francesco Colangelo,
• Abhishek Kumar,
• Carmine Attanasio and
• Carla Cirillo

Beilstein J. Nanotechnol. 2026, 17, 292–302, doi:10.3762/bjnano.17.20

• ]. In classical, low-Tc superconductors, the dominant relaxation channel is provided by e–ph scattering events [17], while in high-Tc superconductors the situation is reversed, with e–e recombination playing a major role in energy relaxation [18]. The efficiency of these processes and the value of τE