Digital Commons Network^™

Code Generation System With Integration Of Objective User Feedback, Ishac Bertran

Defensive Publications Series

This document describes a self-improving code generation system, also known as a programming assistant, software synthesis tool, or automated coding assistant, that dynamically enhances automated code generation accuracy by using an artificial intelligence (AI) or machine learning system, such as a large language model (LLM), by continuously learning from user interactions. During application development sessions, the system evaluates user feedback in parallel with code generation tasks to separate subjective personal tastes from objective functional corrections. The system distills and merges functional corrections into an aggregated guidelines document that acts as an evolving set of engineering rules so as to enable …

System And Method For Integrating Localized, Verified Volunteer Medical Responses Into Vehicular Emergency Workflows, Anonymous

Defensive Publications Series

In commercial aviation, the protocol of broadcasting an announcement asking, "Is there a doctor on board?" is a long-standing and effective method for managing in-flight medical emergencies. By leveraging the presence of off-duty medical professionals who happen to be co-located with the emergency, flights can secure immediate, life-saving interventions for conditions such as cardiac events, diabetic shock, or severe allergic reactions. On the road, a parallel opportunity exists. Thousands of off-duty medical professionals—including doctors, nurses, and emergency medical technicians (EMTs)—frequently commute or travel in close proximity to vehicular medical emergencies. Bound by professional ethics and protected by Good Samaritan …

The Nexus Cell: A Fully Solid‑State, Multi‑Output Resource Engine Integrating Crfg‑1r Cooling, Phoenix-Water Atmospheric Harvesting, Thermoacoustic Pumping, And Orc Microgeneration Via A Unified Arachne Gyroid Substrate, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure presents the Nexus Cell, a fully open‑hardware, solid‑state, multi‑output resource engine capable of producing cooling (HVAC), potable water, hot water, and supplemental electricity from ambient air and variable power input (solar, wind, or grid). The system integrates four previously independent technologies—CRFG‑1R cooling, Phoenix-Water condensation, thermoacoustic pumping, and Organic Rankine Cycle (ORC) microgeneration—into a single, continuous, 3D‑printed Arachne Gyroid Substrate.

The design contains no moving parts, uses passive vortex-diode flow control, and is engineered for 10+ year lifecycle with minimal maintenance. All parameters, materials, geometries, and test protocols are fully disclosed. No patents are claimed. This work is released …

Scalable Replay Service, Komaljot Kaur, Apurba Pandey, Vighnesh R V

Defensive Publications Series

A distributed pod coordination system includes a plurality of pods configured to process work from a message queue, each pod assigned a unique pod identifier, and a state store maintaining coordination state including an active pods set, heartbeat keys, and partition maps associating partitions with respective pods. Each pod registers with the state store by obtaining the unique pod identifier, creating a heartbeat key with a time-to-live expiration value, and adding the pod to the active pods set. Each pod periodically refreshes the heartbeat key and participates in master election by querying the active pods set, verifying heartbeat keys, and …

Policy-Governed Llm Context Virtualization With Tool-Mediated Rehydration For Auditable Cost Reduction, Todd C Kuehnl

Defensive Publications Series

A policy-governed Large Language Model (LLM) gateway is provided that cuts token spending on large, mixed-context requests by virtualizing high-cost prompt segments into secure pointers and rehydrating them only when needed via controlled tool retrieval.  The system is designed to preserve output quality and operational safety through route-aware fail-open controls rather than lossy compression or blind truncation. The result is auditable, per-request cost reduction that supports enterprise-scale artificial intelligence (AI) adoption without requiring application workflow changes.

Tea Polyphenol-Assisted Green Synthesis Of Silver Nanoparticle-Boron-Doped Diamond Nanoparticles For Theophylline Electrochemical Detection, Prastika Krisma Jiwanti, Adira Ainun Tsalsabilla, Angellita Wijaya Gunawan, Siti Wafiroh, Mohammad Kalimanjaro, Mai Tomisaki

Makara Journal of Science

Drug theophylline is a bronchodilator used to treat asthma and chronic obstructive pulmonary disease (COPD), but precise monitoring is required to avoid side effects. Therefore, this study aimed to develop a screen-printed electrode (SPE) modified with a composite of green-synthesized silver nanoparticles and boron-doped diamond nanoparticles using tea polyphenols (Ag-BDDTP/SPE) for detecting theophylline. Formation of AgNPs was confirmed by UV-Vis spectroscopy, which showed a localized surface plasmon resonance peak at ~450 nm. Transmission electron microscopy revealed polydisperse nanoparticles with an average diameter of 39.94 nm. During the electrochemical detection of theophylline, square-wave voltammetry (SWV) was employed to evaluate signal-to-background (S/B) …

Mutation Screening For Confirming Suspected Spinal Muscular Atrophy Using Dried Blood Spotted On In-House Cellulose-Based Cards, Yogik Onky Silvana Wijaya, Farda Tsaqouva Ahza, Annisa Naufal Almaszahra, Mawaddah Ar Rochmah, Dian Kesumapramudya Nurputra

Makara Journal of Science

Early and accurate diagnosis for spinal muscular atrophy (SMA) has gained relevance in an era of emerging therapies to improve patient outcomes. While screening of dried blood spots (DBS) effectively detects deletion-type SMA, non-deletion cases are often missed. Mutation screening from DBS is needed to address this gap. Here, we aimed to evaluate the feasibility of an in-house, cellulose-based card for direct Sanger sequencing for variant hunting, avoiding DNA extraction and offering an alternative to commercial cards. As a proof of concept, sequences obtained from DBSs of 23 healthy individuals were compared with sequences derived from isolated genomic DNA (gDNA). …

Phenomenological Dynamical Mean-Field Theory Of Temperature-Dependent Optical Conductivity And Metal-Insulator Transition In La0.7ca0.3mno3, Listiana Satiawati, Adam Badra Cahaya, Eddwi Hesky Hasdeo, Muhammad Aziz Majidi, Anto Sulaksono, Andrivo Rusydi

Makara Journal of Science

As an extension of our previous theoretical study, we perform temperature-dependent optical conductivity calculations on La_0.7Ca_0.3MnO₃ over a wide photon-energy range up to ∼22 eV, aiming to capture the metal–insulator transition while preserving the general temperature-dependent profile at higher photon energies. The system is modeled with simple Mn–O coordination via the tight-binding method, where some hopping integrals are considered functions of magnetization. Upon incorporating the static Jahn–Teller effect with Coulomb–Hubbard and magnetic exchange interactions, with the exception of a quantitative difference in the calculated of  K versus the experimental value (260 K) and discrepancies in …

Multiplex Pcr Assay To Distinguish Porcine And Non-Porcine Meats In Processed Foods Using Specific Primers From Nadh Dehydrogenase And Atp Synthase Gene, Kristianto Nugroho, Amalia Prihaningsih, Rerenstradika Tizar Terryana, Slamet Diah Volkandari, Mastur Mastur, Puji Lestari

Makara Journal of Science

Food safety issues, such as food adulteration between halal and non-halal meats, are among the most serious problems in Muslim countries like Indonesia. Food adulteration produces a mixture of products that cannot be detected visually by customers, and it could lead to several social and health problems. The availability of a detection method that can disti-nguish between porcine and non-porcine meats is very important, particularly one that can be utilized in small-scale labo-ratories. The aim of this study was to design and optimize species-specific primers that could distinguish between porcine and non-porcine meats in processed foods by utilizing NADH Dehydrogenase …

Lafe0.925ti0.075o3 Perovskite Coated With Ethyl Cellulose: A High-Stability, Low-Hysteresis Platform For Advanced Humidity Sensing, Akhmad Futukhillah Fataba Alaih, Djoko Triyono, Rifqi Almusawi Rafsanjani

Makara Journal of Science

Humidity sensors are pivotal in numerous sectors, such as environmental monitoring, industrial automation, and health-care. This study presents the fabrication and detailed evaluation of an advanced humidity sensor using ethyl cellulose (EC)-coated LaFe_0.925Ti_0.075O₃ (LFTO) perovskite nanoparticles synthesized via the sol-gel method. The LFTO nanopar-ticles exhibited a mesoporous structure with an enhanced surface area, which significantly improved their moisture adsorption capabilities. The innovative application of EC coating addresses critical substrate adhesion issues, enhancing mechanical stability without compromising sensor sensitivity. Comprehensive performance evaluations revealed minimal hysteresis (

Performance Of A Fertilizer Sludge Contaminated With Heavy Metals Collected From Two Wastewater Treatment Plants On (Lactuca Sativa), Leila Lila Belkhedim, Yamina Tahri

Makara Journal of Science

The improper management of sewage sludge poses a significant global risk to environmental and public health. In this study, the valorization of sludge as an organic fertilizer for lettuce cultivation was evaluated, offering a sustainable waste-to-resource solution. Sludge from two wastewater treatment plants (Mazouna and El Kerma) were collected between 2019 and 2021. Comprehensive physicochemical analysis was conducted to determine its nutrient value and contaminant levels. In addition, the efficacy and safety of the fertilizer were assessed by measuring lettuce growth and the bioaccumulation of heavy metals in plant tissues. The analyzed sludge, with an organic matter content of 9.91%–83% …

Microplastic Analysis In Fish Larvae (Family: Gonostomatidae And Myctophidae) From The Banggai Sea, Indonesia, Noer Kholis, Luqman Ilyas Ardito, Luqmanul Hakim, Augy Syahailatua, Agus Saleh Atmadipoera, Rina Zuraida, Tuan Nurul Sabiqah Tuan Anuar, Mufti Petala Patria

Makara Journal of Science

Microplastic pollution is recognized as a threat to marine ecosystems, yet its impacts on early life stages of mesopelagic fishes remain poorly understood. This study investigated the occurrence and characteristics of microplastic ingestion in fish larvae of the families Myctophidae and Gonostomatidae from the Banggai Sea, Indonesia. Morphometric measurements and microplastic content were analyzed in 40 larvae (20 per family). Gonostomatidae larvae, despite being smaller in total length, exhibited significantly larger mouth widths and ingested more microplastic particles (mean = 3.90 ± 0.72 particles) than Myctophidae (mean = 3.40 ± 0.38 particles). Correlation analysis showed no significant relationships between morphometric …

Enhancing The Barrier And Mechanical Properties Of Kraft Paper For Food Packaging Using Poly (Lactic Acid) Coatings Via Dip-Coating Technique, Putu Hadi Setyarini

Makara Journal of Science

Moisture-resistant kraft paper is important for food packaging because it helps preserve product quality and extend shelf life. However, untreated kraft paper exhibits limited barrier performance owing to the porous and hydrophilic nature of its cellulose structure. Herein, the mechanical and barrier properties of kraft paper were enhanced by applying poly (lactic acid) (PLA) coatings using a dip-coating technique with PLA concentrations ranging from 1 to 5 g/100 mL and either single- or double-dip-coating cycles. The results showed that increasing the PLA concentration and applying a double dip-coating treatment consistently improved coating thickness, tensile strength, elongation at break, water resistance, …

In Silico And Toxicological Evaluation Of Crescentia Cujete Aqueous Extract: Potential Anticancer Activity Against Breast Cancer, Rahma Diyan Martha, Fatimah Fatimah, Syahputra Wibowo, Bantari Wisynu Kusuma Wardhani, Josephine Elizabeth Siregar, Elisabeth Farah Novita Coutrier, Alfia Fitrianita, Andri Pramesyanti Pramono, Ita Margaretha Nainggolan, Yudhi Nugraha, Danar Danar, Naufal Abiyyu, Lalu Unsunnidhal, Aswin Rafif Khairullah, Arif Nur Muhammad Ansori, Hesty Parbuntari, Wimbuh Tri Widodo

Makara Journal of Science

Majapahit plant (Crescentia cujete), commonly found in Indonesia, has not been extensively explored for its medicinal properties. Given that many cancer treatments are derived from plants, this study aimed to examine the effects of plants on cancer chemical composition of the C. cujete fruit pulp extract, identify its primary compounds, and assess its potential as an antioxidant, anticancer agent, particularly for breast cancer. An insilico approach was used to evaluate the toxicity and interactions, of the compounds with cancer biomarker proteins, in addition to an in vivo Brine Shrimp Lethality Test (BSLT) for BSLT, toxicity screening using six …

Morphometric And Genetic Analyses Of The Sheat Catfish Genus Ompok And Kryptopterus (Siluriidae) From The Mahakam River, East Kalimantan, Indone-Sia, Jusmaldi Jusmaldi, Rudhy Gustiano, Haryono Haryono, Rusdianto Rusdianto, Gema Wahyudewantoro, Syahroma Husni Nasution, Yulianto Yulianto, Muhammad Hunaina Fariduddin Aththar, Safar Dody, Amran Ronny Syam, Irin Iriana Kusmini, Yosmaniar Yosmaniar

Makara Journal of Science

Anthropogenic impacts within the watershed threaten the survival of sheat catfish. Therefore, species of the genera Ompok and Kryptopterus should be conserved and domesticated to ensure their long-term persistence. Moreover, the accurate documentation of the existence and taxonomic validity of Ompok and Kryptopterus species is crucial. Accordingly, this study aims to assess the species diversity of the genera Ompok and Kryptopterus in the Mahakam River, East Kalimantan, Indonesia. The study was conducted between June and December 2014, with an update in August 2024. Fish samples were collected from the upstream and middle reaches of the Mahakam River. A total of …

Unraveling The Role Of Tree Species Diversity In Climate Change Mitigation: A Case Study Of Ecuadorian Tropical Forests, Carlos Alfredo Salas-Macías, Ezequiel Zamora-Ledezma, Karime Montes-Escobar, Grover García-Saltos, Jerry Toth, Moises Tenorio-Mendoza, Juan Manuel Moreira-Castro, María Belen Vinces-Obando, Luis David Balarezo-Saltos

Makara Journal of Science

To address climate change, a crucial environmental challenge, strategies to reduce greenhouse gas emissions are essential. This study examines the relationship between tree species diversity, aboveground biomass (AGB), and carbon storage across tropical forests. The research was carried out in the Jama-Coaque Ecological Reserve and the Bosque Seco Lalo Loor Ecological Reserve in northwestern Ecuador, using 16 sample plots across five forest types: Mature Moist Forest (MMF), Cloud Forest (CLF), Early Succession Forest (ESF), Tropical Dry Forest (TDF), and Mature Semi-Deciduous Forest (MSF). To obtain indices of diversity and evenness, individual species were measured within plots, along with assessments of …

Ecological Patterns Of Culture-Recoverable Entomopathogenic Fungi From The Maize Rhizosphere Across Three Elevation Zones In West Java, Indonesia, Lilian Rizkie, Tjandra Anggraeni, I Nyoman Pugeg Aryantha, Agus Susanto

Makara Journal of Science

Entomopathogenic fungi (EPF) are important components of soil ecosystems and may support sustainable pest management in agricultural systems. This study characterized culture-recoverable EPF in maize (Zea mays L.) rhizospheric soils collected from 45 points across three elevation zones in West Java, Indonesia, using a spatially nested sampling design. Fungi were isolated by insect baiting with Tenebrio molitor larvae and direct soil plating. The isolates recovered were assigned to genera based on colony morphology and microscopic characteristics. Four EPF genera— Verticillium, Paecilomyces, Beauveria, and Metarhizium—were detected, with 34/45 samples (75.6%) positive for at least one recoverable …

Screening For The Suitable Signal Peptide For Secreted Nattokinase Expression In E. Coli Using An In Silico Approach: Precursor Vs. Mature Forms, Dewi Purwani Caya Ningsih, Kartika Sari Dewi, I Wayan Martadi Santika, Ade Andriani, Joko Pebrianto Trinugroho, Muhammad Yusuf

Makara Journal of Science

Nattokinase (NK), an enzyme with thrombolytic activity, has been widely used in treating cardiovascular disease. The expression of NK in the E. coli cell host is favored due to its several benefits, though it often results in inclusion bodies. Appropriate signal peptides can be attached to the N-terminus of a protein to initiate a secretory expression system, thus preventing the nascent protein from aggregating in the cytoplasm. This study aimed to identify suitable signal peptides for the secretory expression of active NK in E. coli and to investigate the impact of pre-protein in NK secretion using an in silico approach. …

Pruning The Government Documents Garden: A Guide For Weeding Electronic Government Publications, Michelle E. Colquitt

Presentations

No abstract provided.

Exploration Of Talent Cultivation System And Practical Model For Simulation And Optimization Of Intelligent Manufacturing System, Xinyu Li, Zheng Duan, Liang Gao, Chunjiang Zhang, Peigen Li

Journal of System Simulation

To address problems such as the insufficient integration of science and education in the talent cultivation system for traditional manufacturing system simulation and optimization, the insufficient integration of industry and education in cultivation goals and approaches, and the lack of full-chain industrial-level practical cultivation means, a "1223" reform scheme for innovative talent cultivation in the intelligent manufacturing system was formed. Research and practice were carried out focusing on the talent cultivation system, cultivation approaches, and practical cultivation resources for the simulation and optimization of the intelligent manufacturing system. Significant outcomes were achieved in aspects of innovative talent cultivation, faculty and …

Parameter Identification Of Permanent Magnet Synchronous Motors Based On Igwo-Aekf, Lei Yao, Zijian Zheng, Tianhao Li, Yulun Chi

Journal of System Simulation

The accuracy of the traditional EKF in parameter identification of the PMSM tends to be degraded under load changes or abrupt changes in internal parameters of the motor. This paper proposes an IGWO adaptive interconnected Kalman filter observer, which constructs an adaptive mechanism that combines the innovation and residuals to achieve dynamic adjustment of the process noise matrix and system noise matrix, thereby avoiding the problem of reduced parameter identification accuracy due to reliance on fixed covariance matrices under operating condition changes. A multi-parameter interconnected coupling compensation identification model for PMSM is built to mitigate the effects of measurement noise …

Adaptive Path Planning For Robotic Arms Integrating Rrt* And Apf, Zhirun Chen, Jie Yuan, Erkenbieke Jia, Ningning Zhang, Chao Liu, Yushan Ye

Journal of System Simulation

To address the issues of large search space, low efficiency, and slow convergence of the RRT* algorithm in 3D path planning of robotic manipulators, an adaptive path planning algorithm integrating RRT* and APF is proposed. In the sampling phase, a Sobol sequence-based obstacle avoidance strategy and an APF adaptive-threshold, goal-biased sampling method are used to improve the quality of sampling points. During the expansion phase, sampling, attractive, and repulsive vectors are integrated, and adaptive weights are designed based on environmental information to generate a resultant force direction, thus enhancing the expansion guidance. For step size control, the obstacle repulsive potential …

Robot Friction Force Compensation Algorithm Integrating Temperature And Speed Factors, Jinwang Lü, Ankai Ying, Ming Li, Tao Song, Jie Zhang, Fanghui Qiu, Changcheng Shi, Guokun Zuo, Jialin Xu

Journal of System Simulation

Insufficient friction force compensation accuracy degrades motion smoothness, stability, and assistive compliance of elbow joint rehabilitation robots. To address this issue, an improved Stribeck friction force model integrating temperature and speed factors was proposed. The model employed an exponentially decaying friction factor to describe the characteristic that the increase rate of friction force slowed down with the rise of the robot's operating speed and designed a viscous function considering temperature effects to suppress friction force fluctuations caused by temperature changes. Experimental results indicate that the model achieves stable friction force compensation under different operating states of the robot and has …

Object Detection Networks And Their Interpretability In Rain, Fog, And Snow Scenarios, Yanji Jiang, Jiayu Cui, Hao Dong, Daqian Liu, Bowen Fei, Miao Yu, Jinshan Huang

Journal of System Simulation

To address the severe degradation of object detection performance under extreme weather conditions, a detection framework based on the Kolmogorov-Arnold theorem, termed KADet, is proposed. A dynamic Kolmogorov-Arnold Transformer is designed, which leverages learnable nonlinear activation functions to enhance the modeling capability for complex distortions introduced by weather degradation. A Kolmogorov-Arnold spatial-channel network is developed by integrating KAT convolution with spatial-channel convolution to strengthen feature learning of relationships between targets and backgrounds in degraded scenes. An improved loss function is introduced to guide the optimization of the activation functions, and interpretability is analyzed through visualization of their curves. …

Exploration Of Online-Offline Integrated Practical Teaching Path Driven By Digital-Intelligent Simulation, Zhen Zuo, Dong Zhang, Zhi Wang, Zhongxin Li

Journal of System Simulation

To address the disconnection between theory and practice, industry and education, and scientific research and teaching in traditional practical teaching, this paper utilized digital-intelligent simulation to empower practical teaching, promoted the collaborative linkage between national-level science and education platforms and high-quality industrial research and development platforms, and constructed a vehicle-oriented "CAE simulation, autonomous driving simulation, and performance testing simulation" practical system. Guided by the constructivist learning theory, this paper innovated the practical model by integrating online and offline approaches, built a competency-oriented practical education ecosystem through competition-education integration, and formed a new "competency-led, industry-oriented, and project-driven" paradigm of …

Nasal Polyp Treated With Homoeopathic Medicine Lemna Minor: An Evidence-Based Case Report, Milan Sengupta, Laijun Nahar, Gurudev Choubey, Chittaranjan Kundu

Indian Journal of Research in Homoeopathy

Introduction: In the general population, nasal polyps (NPs) linked to chronic rhinosinusitis (CRS) are common. Patients with CRS are 60–65% more likely to develop NP. Treatment for NPs resulting from chronic rhino-sinusitis continuous to be challenging. Case summary: A 31-year-old female came with a swelling in her left nostril, clinically diagnosed as a case of NP. Homoeopathic medicine Lemna minor 1M was prescribed based on the acute complaints and pathological symptoms. The swelling was completely resolved within 45 days. This case report demonstrates the usefulness of homoeopathic medicine in the management of NP.

Management Of Submandibular Sialolithiasis With Homoeopathic Medicine Mercurius: A Case Report, Partha Pratim Pal, Laijun Nahar, Faiza Khan

Indian Journal of Research in Homoeopathy

Introduction: Sialolithiasis is one of the most prevalent conditions affecting the salivary glands. Sialolithiasis is frequently encountered in clinical practice. A literature search reveals very few reported examples of non-surgical therapy because surgery is thought to be the main option for this clinical situation. Case summary: A 35-year-old female patient presented with symptoms of swelling and pain below the tongue since last two months. The homoeopathic medicine, Mercurius was prescribed at centesimal potency following the construction of the totality and repertorisation, and this led to the expulsion of the stone in three months and an improvement in the related symptoms. …

Issue Editorial: Case Reports Special, Subhash Kaushik

Indian Journal of Research in Homoeopathy

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Alopecia Totalis Treated With Constitutional Medicine Calcarea Carbonica: A Case Report, Deepak Prasher, Urvashi Diwakar

Indian Journal of Research in Homoeopathy

Introduction: Alopecia totalis is an autoimmune disease that causes hair loss anywhere in the body, but it most commonly affects the hair of the scalp. It occurs in people of all ages and affects 1–2% of the human population. The homoeopathic literature suggests that cases of alopecia totalis have been treated successfully with homoeopathic medicines. Case Summary: This case highlights the potential of the individualised homoeopathic remedy in promoting hair regrowth in alopecia totalis in a 14-yr old girl. The patient was prescribed Calcarea carbonica 200C, 2 doses on the basis of totality of symptoms and individualisation. This evidence-based case …

Exfoliative Cheilitis Treated With Homoeopathic Medicine Nitricum Acidum: A Case Report, Dinesh Sura, Niharika Shaw, Rubina Bashir, Chintamani Nayak

Indian Journal of Research in Homoeopathy

Introduction: Exfoliative cheilitis is an uncommon, persistent inflammatory disorder that impacts the vermilion border of the lips, characterised by ongoing peeling, dryness, and occasional bleeding. The condition can be resistant to conventional treatment and often causes significant emotional distress. Case Summary: A 16-year-old male presented with chronic dry, scaly eruptions on his lips, accompanied with a burning sensation and bleeding for the past 8 months. He reported anxiety about his appearance and also about his father's health. Based on a thorough evaluation of his overall symptoms and repertorial analysis, he was prescribed a single dose of Nitricum acidum 200C. By …