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Article
Environmental and Earth Sciences
Oceanography

Carl L. Amos

,

Hachem Kassem

,

Victoriano Martinez-Alvarez

,

Thamer Al Rashidi

Abstract: The Mar Menor is the second largest coastal lagoon in the Mediterranean Sea with a surface area of about 136 km2. It is restricted from the open sea by a sandy barrier system (La Manga) interrupted by three tidal inlets. As a result of high evaporation it is hypersaline (42-47 ppt) in parts. This study examines the factors leading to the rise in sea surface temperature in the Mar Menor through the analysis of long-term sea surface temperature using HadSST1.1 data together with shorter term MODIS and OISST data. A thermal box model has been constructed for the lagoon in an attempt to balance major heat sources and sinks. As well, a thermal probe was deployed in 0.3 m of water to evaluate the benthic flux of heat of the shelly fine sand that covers the lagoon seabed. Results show that the vertical thermal gradient in the seabed inverts between the day and night. Prior to 1980 there was no clear trend in SST and variations were strongly associated with the AMO and NAO. Post 1980, maximum summertime SST showed a steady increase of 0.34°C/decade. Cross-correlation of SST in the Mar Menor with external drivers showed that it is dominated by SST of the Western Mediterranean, followed by CO2, AMO and IOD. There was a strong inverse relationship with sun spot activity and the Spanish national GDP. There were no significant links in trends between SST in the Mar Menor and PDO, NAO or ENSO3,4 in a Spearman Rank order evaluation and PCA analysis.
Article
Engineering
Electrical and Electronic Engineering

Shitikantha Dash

,

Dikshit Chauhan

,

Dipti Srinivasan

Abstract: A sustainable city requires a sustainable means of transportation. This ambition is leading towards a higher penetration of electric vehicles (EVs) in our cities, in both the private and commercial sectors, putting more and more burden on the existing power grid. Modern deregulated power grids vary electricity tariffs from location to location and from time to time, to compensate for any additional burden. In this paper, we propose a profit-aware solution to strategically manage the movements of EVs in the city to support the grid while exploiting these locational, time-varying prices. This work is divided into three parts: M1) Profit-aware charging location and optimal route selection, M2) Profit-aware charging & discharging location and optimal route selection, and M2b) Profit-aware charging & discharging location and optimal route selection considering the demand-side flexibility. This work is tested on the MATLAB programming platform using the Gurobi optimisation solver. From the extensive case study, it is found that M1 can yield profits up to 2 times more than those of its competitors, whereas M2 can achieve profits up to 2.5 times higher and simultaneously provide substantial grid support. Additionally, M2b extension has made M2 more efficient in terms of grid support.
Review
Engineering
Mechanical Engineering

Aswin Karakadakattil

Abstract: Metal additive manufacturing (AM) has emerged as a transformative route for producing lightweight, high-precision, and geometrically complex components in aerospace, biomedical, and microelectronic sectors. Among AM technologies, Laser Powder Bed Fusion (LPBF) offers exceptional design freedom; however, its widespread adoption particularly for titanium alloys remains constrained by two persistent challenges: shrinkage-induced dimensional deviation and porosity-related performance loss. In LPBF-processed Ti-6Al-4V, residual linear deviation typically falls within 0.1–0.8% when geometric compensation, preheating, and support strategies are implemented, while raw, uncompensated shrinkage is more commonly reported in the range of 1.2–2.0%, especially for thin-wall or thermally constrained geometries. Volumetric contraction (approximately 2–6%) may remain significant depending on part architecture and localized thermal accumulation. Concurrently, gas-induced and lack-of-fusion pores continue to undermine fatigue resistance and dimensional reliability. Research into process optimization, thermal management, and post-processing such as Hot Isostatic Pressing (HIP), vacuum sintering, and stress-relief annealing has improved density and mechanical integrity, while recent developments in AI-assisted monitoring, physics-informed models, and digital-twin frameworks are redefining defect prediction and control. Drawing on more than 100 peer-reviewed studies, this review synthesizes mechanism-driven insights and outlines a forward-looking roadmap, demonstrating how hybrid processing, real-time sensing, and data-centric control collectively advance the pathway toward defect-minimized, industrial-scale manufacturing of titanium components.
Article
Physical Sciences
Mathematical Physics

Edward Bormashenko

,

Shraga Shoval

,

Ramita Sarkar

Abstract:

We introduce a new combinatorial framework for classical mechanics - the Ramsey -Hamiltonian approach - which interprets Poisson-bracket relations through the lens of finite and infinite Ramsey theory. Classical Hamiltonian mechanics is built upon the algebraic structure of Poisson brackets, which encode dynamical couplings, symmetries, and conservation laws. We reinterpret this structure as a bi-colored complete graph, whose vertices represent phase-space observables and whose edges are colored gold or silver according to whether the corresponding Poisson bracket vanishes or not. Because Poisson brackets are invariant under canonical transformations (including their centrally extended Galilean form), the induced graph coloring is itself a canonical invariant. Applying Ramsey theory to this graph yields a universal structural result: any six observables necessarily form at least one monochromatic triangle, independent of the Hamiltonian’s specific form. Gold triangles correspond to mutually commuting (Liouville-compatible) observables that generate Abelian symmetry subalgebras, whereas silver triangles correspond to fully interacting triplets of dynamical quantities. When the Hamiltonian is included as a vertex, the resulting Hamilton–Poisson graphs provide a direct graphical interpretation of Noether symmetries, cyclic coordinates, and conserved quantities through star-like subgraphs centered on the Hamiltonian. We further extend the framework to Hamiltonian systems with countably infinite degrees of freedom - such as vibrating strings or field-theoretic systems - where the infinite Ramsey theorem guarantees the existence of infinite monochromatic cliques of observables. Finally, we introduce Shannon-type entropy measures to quantify structural order in Hamilton–Poisson graphs through the distribution of monochromatic polygons. The Ramsey–Hamiltonian approach offers a novel, symmetry-preserving, and fully combinatorial reinterpretation of classical mechanics, revealing universal dynamical patterns that must occur in every Hamiltonian system regardless of its detailed structure.

Article
Biology and Life Sciences
Biophysics

Pavel Straňák

Abstract: The emergence and persistence of life pose a profound paradox: abiogenesis appears statistically almost impossible under standard physical chemistry, yet once present, living systems exhibit remarkable long-term stability against entropic decay. Here we propose that both phenomena can be explained by the action of a hitherto unobserved informational reservoir that subtly “leaks” into biological systems, biasing microstate probabilities in real time. While quantum coherence and nonlocality currently represent the most plausible physical substrates, the hypothesis deliberately remains agnostic about the ultimate origin of this reservoir. Crucially, the transfer need not be intentional; it may constitute an unintended “crosstalk” across an ontological boundary—analogous to sound leaking through a wall between apartments. This framework offers a strictly naturalistic alternative to intelligent design theories while generating falsifiable predictions distinguishable from both pure chance and directed panspermia.
Article
Biology and Life Sciences
Other

Cinthia Jael Gaxiola-Calvo

,

Diana Fimbres-Olivarría

,

Ricardo Iván González-Vega

,

Yaeel Isbeth Cornejo-Ramírez

,

Ariadna Thalía Bernal-Mercado

,

Saul Ruiz-Cruz

,

José de Jesús Ornelas-Paz

,

Miguel Ángel Robles-García

,

José Rogelio Ramos-Enríquez

,

Carmen Lizette Del-Toro-Sánchez

Abstract: Blood groups in the ABO system and the RhD factor is of great clinical importance, as it is related to susceptibility to various diseases caused by oxidative stress. The use of antioxidants such as C-phycocyanin (a phycobiliprotein) could be an alternative to mit-igate oxidative stress in the blood. Therefore, the objective of this study is to evaluate the antioxidant and erythroprotective activity of C-phycocyanin (C-PC) from Spirulina sp. against oxidative stress caused by peroxyl radicals, before and after in vitro digestion, comparing susceptibilities between blood groups. C-phycocyanin from Spirulina sp. was obtained commercially. The antioxidant capacity by ABTS+•, DPPH•, and FRAP assays of the bioaccessible fraction of C-PC increased compared to baseline in all assays. Samples appear to have high hydrogen atom transfer. C-PC is not cytotoxic in most blood groups. The AAPH hemolysis assays showed differences between blood groups, yielding results of 27.90, 22.60, 26.94, 27.66, 28.16, 28.34, and 24.91% hemolysis for O+, O-, A+, A-, B+, AB+, and AB-, respectively. Furthermore, in vitro digestion increased the erythropro-tective effect in the bioavailable fraction in most blood groups, showing 37.12, 80.13, 5.48, 92.38, 67.93, 80.30, and 76.49% inhibition of hemolysis in O+, O-, A+, A-, B+, AB+, and AB-, respectively. These results demonstrate the biotechnological and biomedical po-tential of phycobiliproteins as safe candidates for the development of nutraceuticals and functional foods aimed at preventing oxidative damage.
Case Report
Medicine and Pharmacology
Psychiatry and Mental Health

Ngo Cheung

Abstract: Off-label use of glutamatergic agents is increasingly common in psychiatry, yet standardized protocols for outpatient dosing are lacking. This report describes the pharmacological management and dosing adjustments required for three patients receiving dextromethorphan (DXM) and piracetam for obsessive–compulsive disorder.Three adult women with severe OCD were treated in a routine clinical setting. Treatment history varied from naïve to treatment-resistant. All patients commenced treatment with a nighttime regimen of oral DXM and piracetam to minimize potential side effects while maintaining existing psychotropic regimens.One patient achieved full remission on a once-nightly regimen. The last two patients showed a "wearing-off" effect, that their symptoms got better quickly after they woke up but then came back in the late afternoon, which neccesitated the schedule to be changed from once a day to twice a day (b.i.d.). This change fixed the afternoon symptom breakthrough without needing to raise the dose.Experience with these cases suggests that while bedtime administration is a safe starting point for routine care, the half-life of the agents may necessitate split dosing for some individuals. The observation that simple schedule adjustments can resolve diurnal symptom fluctuation provides a practical insight for psychiatrists managing OCD with glutamatergic augmentation.
Article
Public Health and Healthcare
Other

Jingwen Cai

,

Caroline Dudish

,

Amani Mouna

,

Angelena Jacob

,

Wesley James

,

Douglas Dickinson

,

Hongfang Yu

,

Yutao Liu

,

Ashish K Sarker

,

Mustafa Culha

+3 authors

Abstract: Nutraceuticals such as curcumin, resveratrol, lycopene, lutein, and coenzyme Q10 pos-sess strong antioxidant and anti-inflammatory activities but their practical use is hin-dered by poor solubility and bioavailability. Traditional nanocarriers like liposomes, nanoemulsions, and polymeric nanoparticles often rely on surfactants and synthetic or-ganic solvents that limit safety, scalability, and regulatory acceptance. The present study evaluated the Facilitated Self-Assembling Technology (FAST) platform as a clean-label al-ternative for generating bioavailable nutraceutical nanoparticles. Using only food-grade facilitating medium, FAST enabled spontaneous formation of stable, amorphous nano-particles with strong negative surface charge and high colloidal stability. Hybrid nano-particles combining epigallocatechin-3-gallate-palmitates (EC16), curcumin, and resvera-trol further improved surface charge, reduced size range, and exhibited enhanced stability under simulated gastric conditions. All formulations demonstrated excellent biocompati-bility in XTT assays, with no reduction in viability compared to control. Fluorescent im-aging of EC16/Cy5 fluorescent hybrid nanoparticles confirmed nanoparticle–cell surface interactions without cytotoxicity. Compared with chemical conjugation and lipid-based nanoencapsulation, FAST offered faster, surfactant-free, and energy-efficient production, fully compliant with FDA generally recognized as safe (GRAS) standards. These results support the FAST platform as an efficient, economical, and scalable nanotechnology for next-generation functional beverages and oral nutraceutical delivery systems that meet both regulatory and consumer demands for natural, sustainable innovation.
Article
Physical Sciences
Theoretical Physics

Satya Seshavatharam U.V

,

Lakshminarayana S

,

Gunavardhana Naidu T

Abstract: In the framework of the recently proposed 4G model of final unification, integrating three large atomic gravitational constants corresponding to the electromagnetic, strong, and electroweak interactions, we explore the physical existence of a fundamental electroweak fermion of rest energy 585 GeV. This particle is envisioned as the “zygote” of all elementary fermions and as the weak‐field counterpart to photons and gluons. Using three core assumptions and five defining relations, the model quantitatively reproduces key nuclear and particle physics observables, including the strong coupling constant, nuclear binding energies, neutron lifetime, charge radii, and several dimensionless large numbers. Theoretical string tensions and energies are derived for each atomic interaction (weak, strong, electromagnetic) using experimentally relevant scales (GeV–MeV–eV) rather than the inaccessible Planck scale, thus extending string theory’s applicability to testable low‑energy domains. Comparative analysis (Tables 1 and 2) demonstrates close agreement between calculated string energies and known interaction energies, providing a bridge between quantum gravity concepts and measurable nuclear data. The model also predicts possible astrophysical signatures of the 585 GeV fermion through annihilation and acceleration processes capable of generating TeV–multi‑TeV photons. A neutral fermion of 585 GeV seems to be in line with the recent Fermi-LAT gamma-ray excesses in the Milky Way halo. While the approach is qualitative in some mathematical details, its ability to fit fundamental constants and nuclear properties within a unified string–gravitational paradigm offers a promising, experimentally approachable route toward a physically grounded final unification theory. Additionally, our 4G model assumes a charged electroweak fermion with a mass of 585 GeV/c2 , intriguingly close to half the mass of the neutral supersymmetric Higgsino, estimated to lie between 1.1 and 1.2 TeV/c2. This numerical proximity reinforces the model’s alignment with leading theories of dark matter and supersymmetry, highlighting the charged fermion’s potential role as a fundamental building block within the electroweak sector. Such correspondence provides a compelling avenue for experimental searches and deeper theoretical investigations bridging nuclear physics and particle phenomenology.
Article
Physical Sciences
Mathematical Physics

Hyoung-In Lee

,

Sang-Hyeon Kim

,

Tae-Yeon Kim

,

Hee-Jeong Moon

Abstract: The structural vibration of industrial droplet dispensers can be modeled by telegraph-like equations to a good approximation. We reinterpret the telegraph equation from the standpoint of an electric-circuit system consisting of an inductor and a resistor, which is in interaction with an environment, say, a substrate. This interaction takes place through a capacitor and a shunt resistor. Such interactions serve as leakage. We have performed analytical investigation of the frequency dispersion of telegraph equations over unbounded one-dimensional domain. By varying newly identified key parameters, we have not only recovered the well-known characteristics but also discovered crossover phenomena regarding phase and group velocities. We have examined frequency responses of the electric circuit underlying telegraph equations, thereby confirming the role as low-pass filters. By identifying a set of physically meaningful reduced cases, we have laid foundations on which we could further explore wave propagations over finite domain with appropriate side conditions.
Article
Physical Sciences
Optics and Photonics

Vladimir Saveljev

Abstract: The moiré effect is a physical phenomenon in periodic (or nearly periodic) structures. A straightforward approach does not enable us to fully understand this complex phenomenon and describe it in all its details. Therefore, modeling of the effect is often necessary. The combined simulation incorporates both physical and computer simulations. Computer tools for simulating the moiré effect in parallel layers and volumetric displays are presented, along with methods for replacing original microscopic objects with their macroscopic equivalents, thereby facilitating the development of a physical model. (It resembles an aerodynamic model of an aircraft or vehicle.) The combined simulation was made for 3D displays, cylindrical structures (single- or double-layered nanoparticles), and volumetric 3D structures. The results can be applied to nanoparticles, crystallography, and the improvement of the visual quality of 3D displays.
Article
Social Sciences
Behavior Sciences

Ibnezzyn Noureddine

,

Benabdellah Majid

,

Dehhaoui Mohammed

,

Benchekroun Faycal

Abstract:

The global demand for argane oil has grown considerably in recent years, creating economic opportunities while raising concerns about ecosystem degradation and the sustainability of production systems. To support long-term viability, several initiatives have promoted environmentally friendly practices and fair value-chain models. However, the effective market integration of these initiatives depends on understanding consumer behavior and preferences toward sustainable products. This study aims to identify the determinants influencing consumers’ purchase intention for sustainable argane oil using an extended framework of the Theory of Planned Behavior (TPB). A structural equation modeling approach was applied to analyze responses from adult consumers with a minimum secondary education level. The results show that consumer attitude, perceived behavioral control, and willingness to pay have significant positive effects on purchase intention, while ecological literacy exerts an indirect influence through attitude, social norms, perceived behavioral control, and willingness to pay. In contrast, ecological literacy has no significant direct impact. These findings improve the understanding of behavioral mechanisms underlying green product consumption and offer insights for designing marketing strategies that align with sustainability values and promote responsible consumer choices.

Article
Biology and Life Sciences
Immunology and Microbiology

Hemashini Rajan

,

Pek Chin Loh

,

Wai Keat Toh

,

Chong Siang Tee

,

Hann Ling Wong

Abstract:

Basal stem rot (BSR), caused by Ganoderma boninense, is a major threat to oil palm plantations, leading to severe yield losses and significant economic impact. Early detection of BSR remains challenging because of the delayed onset of symptoms, while monoculture practices further exacerbate disease prevalence. G. boninense, a white rot fungus, invades root and vascular tissues of oil palm, impairing water and nutrient transport, ultimately causing plant decay and death. This study aimed to isolate, characterize, and identify bacterial isolates with both anti-Ganoderma and plant growth-promoting (PGP) abilities from a commercial biofertilizer, CRPO, specifically formulated for oil palm cultivations. Two isolates, K3 (Margalitia shackletonii) and K8 (Bacillus subtilis) displayed strong antagonistic activity against G. boninense, with percentage inhibition of radial growth (PIRG) values exceeding 89%. For PGP traits, K3 demonstrated broad potential, including phosphate and potassium solubilization, nitrogen fixation, 1-aminocyclopropane-1-carboxylate (ACC) deaminase activity, siderophore and high indole-3-acetic acid production. In contrast, K8 displayed positive results only for nitrogen fixation and ACC deaminase production. The dual functions of these isolates in suppressing G. boninense while enhancing plant growth confirms their presence as biocontrol agents. These advance sustainable BSR management strategies by reducing reliance on chemical inputs and strengthening oil palm resilience.

Review
Medicine and Pharmacology
Pharmacology and Toxicology

Shizuo Yamada

,

Masaki Mogi

,

Satomi Kagota

,

Kazumasa Shinozuka

Abstract:

Older adults with multiple diseases are likely to be prescribed multiple medications including anticholinergic agents, which are frequently prescribed to manage conditions such as overactive bladder and chronic obstructive pulmonary disease and Parkinson’s disease. Overactive bladder (OAB) has been the subject of increased disease awareness and is a common and significant cause of reduced quality of life, particularly in the elderly. The selective β3 adrenoceptor agonist, mirabegron was developed for the pharmacological treatment of OAB. Mirabegron has been shown to exert off-target effects on various functional proteins such as muscarinic receptors in rat tissues. This agent may relax the detrusor muscle by activating β3 adrenoceptors and also antagonizing muscarinic receptors. Mirabegron and antimuscarinics exerted additive effects on muscarinic receptor binding and relaxant responses of cholinergic contractions of the detrusor muscle. Mirabegron excreted in human urine appears to directly attenuate muscarinic receptor-mediated functions in the bladder. Combination therapy of mirabegron and solifenacin in patients with OAB may enhance not only their therapeutic effects on OAB, but also increase the risk of anticholinergic adverse effects. Therefore, the safety of concomitant use of mirabegron and other drugs such as antimuscarinics for elderly patients needs to be carefully considered.

Article
Environmental and Earth Sciences
Water Science and Technology

Subrajit Bosu

,

Samuel S. Thompson

,

Doo Young Kim

,

Noah D. Meeks

,

Dibakar Bhattacharyya

Abstract: Contaminated water detoxification remains difficult due to the presence of persistent halo-organic contaminants, such as perfluorooctanoic acid (PFOA) and chlorophenols, which are chemically stable and resist conventional purification methods. Functionalized membrane-based separation and decontamination have garnered immense attention in recent years. Commercially available microfiltration membrane (PVDF) and polymeric non-woven fiber filters (glass and composite) are functionalized with Poly (methacrylic acid) (PMAA) that shows outstanding pH responsive performance and tunable water permeability under ambient conditions perfect for environmental applications. Polymer loading based on weight gain measurements on PMAA-Microglass composite fibers (137%) and Microglass fibers (116%) confirmed their extent of functionalization, which was significantly greater than that of PVDF membrane (25%) due to its wide effective pore diameter. Presence of chemically active hydrogel within PVDF matrix was validated by FTIR (hydroxyl/carbonyl) stretch peak, substantial decrease in contact angle (68.8° ± 0.5° to 30.8°± 1.9°), and decrease in pure water flux from 509 to 148 LMH/bar. Nanoparticles are generated both in solution and within PVDF membranes using simple redox reactions. This strategy is extended to PVDF-PMAA membranes, which are loaded with Fe/Pd nanoparticles for catalytic conversion of 4-chlorophenol and PFOA, forming Fe/Pd-PVDF-PMAA systems. 0.25 mg/L Fe/Pd nanoparticles synthesized in solution displayed alloy-type structures and demonstrated a strong catalytic performance, achieving complete hydrogenation of 4-chlorophenol to phenol and 67% hydrogenation of PFOA to its reduced form at 22-23 °C with ultrapure hydrogen gas supply at pH 5.7. These results underscore the potential of hybrid polymer–nanoparticle systems as a novel remediation strategy, integrating tunable separation with catalytic degradation to overcome the limitations of conventional water treatment methods.
Article
Medicine and Pharmacology
Epidemiology and Infectious Diseases

Alberto Sineque

,

Armando A. Mabasso

,

Alda E. Chongo

,

Aidate Mussagy

Abstract: Background and aim: Staphylococcus aureus nasal carriage is an important source of community- and hospital-associated infections, including methicillin-resistant strains (MRSA). Detecting MRSA colonization is essential for infection prevention and may help guide antimicrobial therapy. This study aimed to determine the prevalence of nasal colonization by S. aureus and assess methicillin and glycopeptide resistance patterns in hospital and non-hospital settings in Maputo, Mozambique. Methods: This is a cross-sectional study was conducted among symptomatic outpatients and asymptomatic university students. Nasal specimens were cultured on Mannitol Salt and HiCrome™ Rapid MRSA agar, with isolates identified by Gram stain, catalase, and Microgen® Staph tests. Antimicrobial susceptibility to cefoxitin, vancomycin, and teicoplanin was assessed using the Kirby-Bauer method. Results: A total of 50 (39.1%) S. aureus isolates were obtained from 128 collected nasal samples, in which 104 (31.3%) were from university students and 24 (7.8%) from outpatient’s form university clinic. The isolates showed a low overall 7.8% resistance to cefoxitin and, 14.1% and 11.7% presumptive resistance to teicoplanin and vancomycin, respectively. Conclusion: Methicillin and glycopeptide resistant S. aureus were highly prevalent in asymptomatic students. These observations call for strategies to prevent S. aureus spread to more vulnerable populations where the consequences can be severe.
Article
Biology and Life Sciences
Ecology, Evolution, Behavior and Systematics

John de Abreu

,

Alejandrina Barcenas

,

Vasun Pengsungnoen

,

Xinyu Wang

,

Jen-Pan Huang

,

H. Thorsten Lumbsch

,

Felix Grewe

Abstract: The Cladia aggregata group of lichen-forming fungi comprises multiple species that are difficult to differentiate based on phenotypic characters. The Cladia aggregata group has a wide distribution across several continents, but is most diverse in Australasia. We aimed to delimit the species complex further, investigate the relatedness of the lineages, and examine their distributional ranges and phenotypic traits. We used Restriction Site Associated DNA Sequencing (RAD-seq) to compare thousands of loci across 91 individuals from the Americas, Asia, and Australasia. All Asian samples formed a distinct, monophyletic clade in all phylogenetic trees, while the American samples divided into two clades: one comprising South American samples and another comprising Caribbean samples—the latter representing C. aggregata sensu stricto, as the type specimen was collected in Jamaica. Further population-genomic analyses support the conclusion that the Asian samples are genetically distinct and are here described as a new species. The new species, Cladia asiatica, accommodates the Asian samples previously included in C. aggregata. Our analysis highlights the potential of next-generation sequencing to reveal hidden diversity and resolve the phylogeny of this species complex and lichen-forming fungi in general.
Communication
Engineering
Architecture, Building and Construction

Carlos Ávila

,

Edgar Rivera

Abstract: The integration of Generative AI into civil engineering is currently constrained by the susceptibility of Large Language Models (LLMs) to hallucination and their inherent lack of physics-based knowledge. To address these limitations, this paper presents a conceptual framework for the integration of Agentic Artificial Intelligence (AI) into the complete lifecycle of seismic-resistant structural engineering. The proposal employs a modular software architecture built on the Model Context Protocol (MCP), enabling distributed collaboration among specialised AI agents across six critical stages: (1) seismic hazard assessment, (2) structural modelling and analysis, (3) design and optimisation, (4) construction quality control, (5) structural health monitoring (SHM), and (6) ethical audit and explainability. In this architecture, agents operate as autonomous MCP Clients within a standardised context, orchestrating workflows by communicating directly with deterministic MCP Servers and the human user. This structure strictly manages tool execution through synchronous, verifiable MCP calls, ensuring that stochastic agentic reasoning remains decoupled from immutable numerical execution. By grounding generative outputs in physics-based engines and Retrieval-Augmented Generation (RAG), the framework ensures traceable reasoning, transparency, and professional accountability, offering a pathway for the ethical deployment of AI systems in civil and structural engineering.
Article
Environmental and Earth Sciences
Waste Management and Disposal

Marek R. Helinski

Abstract: The transition to intelligent, low-carbon mining requires turning solid-waste liabilities into strategic resources. This study develops a Responsible Recovery framework for the disposal and utilisation of mine tailings, integrating global governance standards, advanced process technologies, and emerging AI tools. Using critical-material tailings as a test domain, the framework connects risk classification, disclosure, and flowsheet design to auditable performance metrics. Intelligent modules - from site-inventory parsing and flowsheet recommendation to automated validation of ESG datasets - show how artificial intelligence can improve technical accuracy while strengthening transparency. The approach supports circular recovery of cobalt, nickel, and rare-earth-bearing residues, reducing both waste and import dependence. By aligning digital innovation with established standards such as the Global Industry Standard on Tailings Management (GISTM) and that of the Mining Association of Canada (MAC), the paper shows how tailings management can evolve into a governed, data-driven pathway for recovering critical materials within the wider Intelligent Green Mining agenda.
Concept Paper
Social Sciences
Language and Linguistics

Luis Escobar L.-Dellamary

Abstract: This paper proposes Trace & Trajectory (T&T) Semantics, a pre-representational framework for understanding meaning as intent-driven navigation through informational space. Motivated by fieldwork with multimodal, intersubjective communication—where meaning emerges through gesture, prosody, and embodied coordination rather than propositional structures—I extend Hoffman and Prakash's trace logic to continuous semantic trajectories. The framework models meaning not through Euclidean feature spaces but through attractor dynamics: meaning stabilizes where intent-driven trajectories converge under dissipative constraints, creating basins that guide navigation without representational anchoring. The critical innovation is operator σ's fractal architecture. As meta-awareness intensifies, trace patterns achieve self-similarity across scales, enabling collapse and reconjunction without infinite regress. This mechanism naturalizes prototype effects, conceptual metaphor, image schema stability, and abstract reasoning as emergent from how conscious agents navigate meaning-space under intent, dissipation, and σ-modulation—not from mental representations. T&T dissolves the hard problem of semantic content by grounding meaning in informational dynamics during concrete intersubjective engagement, where patterns maintain semiotic coherence through intent-driven navigation, without reference to external representational targets. This preserves systematicity while respecting embodied intuition. The framework offers cognitive linguists, anthropologists, and semantic theorists an approach that is formally rigorous (utilizing attractor dynamics, Markov kernels, and σ-operators), empirically tractable (applicable to actual discourse and interaction), and phenomenologically adequate. Crucially, the formalism describes patterns in conscious, intentional dynamics—not neural mechanisms—making it appropriate for phenomena in which agent purpose drives semantic organization.

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