Public scholarly records

NSRI Research Archive

17 journal publications and 44 research archive records are publicly listed by NSRI.

Journal Publications (17) | Research Archive (44) | All Records (61)

Research Archive | NSRI-RA-2026-0002

Neurological Neural Networks (NNN)

Jadeja Parikshitsinh

2026-01-05

Neurological Neural Networks (NNN) is a bio inspired theoretical framework that seeks to bridge biological neural computation and artificial intelligence through mathematically grounded modelling and hybrid neural architectures. The framework is motivated by the observation that biological nervous systems achieve remar...

Research Archive | NSRI-RA-2026-0003

Engineering Bioluminescent Escherichia coli Through Lux Operon Expression

Rabi ul awal

2026-01-06

This study presents a detailed experimental framework for engineering stable bioluminescence in the non‑pathogenic Escherichia coli K‑12 strain through the in vitro introduction of the lux operon derived from Vibrio fischeri. Using a plasmid‑based transformation strategy and heat‑shock mediated uptake, the research inv...

Research Archive | NSRI-RA-2026-0004

Evaluating NLP Innovations for Short-Term Financial Forecasting

Soham Nigade

2026-01-11

Rapid information diffusion through social media and digital news platforms has intensified interest in using natural language processing (NLP)–based sentiment analysis for short-term financial forecasting. This paper evaluates the effectiveness of sentiment-driven models in predicting near-term stock price movements, ...

Research Archive | NSRI-RA-2026-0005

Comparative Safety and Efficacy of Indobufen versus Aspirin-based Dual Antiplatelet Therapy in Patients Undergoing Percutaneous Coronary Intervention: A Systematic Review and Meta-Analysis of Randomized Trials and Observational Cohort Studies

Jungwook Heo

2026-01-13

Background: Dual antiplatelet therapy (DAPT) with aspirin and a P2Y12 inhibitor is standard care following percutaneous coronary intervention (PCI), but bleeding complications remain a major limitation. Indobufen, a reversible cyclooxygenase-1 inhibitor, has been proposed as a safer alternative to aspirin. Methods: We...

Research Archive | NSRI-RA-2026-0006

Algorithmic Quantification of Balanced Ternary Arithmetic: A Software-Based Comparative Study

Nauman Sajjad

2026-01-13

Binary arithmetic has long served as the foundation of modern digital computation due to its simplicity and compatibility with transistor-based hardware. However, as binary scaling approaches physical and energy-efficiency limits, alternative number systems have regained research relevance. Balanced ternary arithmetic,...

Research Archive | NSRI-RA-2026-0011

THE DIGITAL GENESIS: ASSESSING THE CONVERGENCE OF ARTIFICIAL INTELLIGENCE AND ASSISTED REPRODUCTIVE TECHNOLOGY (ART)

Sahoo , Abhiksha

2026-02-19

Motivation and Purpose: Infertility has emerged as a significant global health challenge, affecting approximately 17.5% of the adult population, or roughly one in six individuals worldwide. While Assisted Reproductive Technology (ART), specifically In Vitro Fertilization (IVF), has provided a beacon of hope since its i...

Research Archive | NSRI-RA-2026-0013

AI-Assisted Triage in Disaster Medicine: Enhancing Response Time and Clinical Decision-Making Without Replacing Human Judgment

Karnakanti, SaanviSri

2026-03-15

The increasing frequency and severity of natural disasters have intensified the demands placed on emergency response systems, particularly in mass-casualty incidents where rapid and accurate triage is critical. Traditional disaster triage frameworks, including Simple Triage and Rapid Treatment (START) and Sort, Assess,...

Research Archive | NSRI-RA-2026-0018

The Algorithmic Consensus Hypothesis: Systemic Risk in the Age of Uniform AI Driven Markets

Wangsanata, Clayton

2026-04-13

This paper introduces and develops the Algorithmic Consensus Hypothesis (ACH), which argues that the proliferation of machine learning-driven investment strategies among institutional investors has produced measurable convergence in factor exposures, signal consumption, and portfolio positioning, generating a new and u...

Research Archive | NSRI-RA-2026-0019

From Fractals to Financial Chaos: Mathematical Patterns Behind Market Complexity

Shukla Aditi

2026-04-14

Financial markets are often treated as random systems, yet real-world data shows repeating patterns, long-term dependencies, and scale-invariant behavior. This study aims to understand this complexity using mathematical ideas borrowed from physics. The paper uses fractal geometry and chaos theory to examine market beh...

Research Archive | NSRI-RA-2026-0022

Seed-Region-Focused Validation of a Sindbis Virus-Specific siRNA: Insights into Off-Target Minimization and Host-Specific RNAi Constraints

Smyan Reddy

2026-04-19

RNA interference (RNAi) using small interfering RNAs (siRNAs) is a promising antiviral strategy, but its efficacy in mammalian cells against alphaviruses like Sindbis virus (SINV) remains limited. A 21-nucleotide siRNA targeting the conserved 5' untranslated region of SINV was computationally designed and rigorously va...

Research Archive | NSRI-RA-2026-0024

STAPH-ARM: Detection and Disruption of MRSA Biofilms through Engineered Bacterial Swarms

Smyan Reddy

2026-04-19

Methicillin-resistant Staphylococcus aureus (MRSA) causes approximately 119,000 infections annually in the United States, with mortality rates of 20-50% in severe cases. Other organizations push the number further to 101,000 deaths globally. The WHO ranks MRSA among the highest-ranked Gram-positive bacteria, with high ...

Research Archive | NSRI-RA-2026-0026

Advanced Failure Analysis and Material Selection in Mechanical Engineering Applications

Helal Uddin

2026-04-20

Mechanical engineering systems fundamentally depend on appropriate material selection and the ability to predict and prevent failure. The correlation between failure analysis and material selection is dynamic and iterative directly impacting on the performance, safety, and reliability of mechanical parts. Technology im...

Research Archive | NSRI-RA-2026-0030

The Mathematics Behind Financial Decision-Making: How Quantitative Models Shape and Misshape Investor Behavior

Bothra Vardhan

2026-04-26

Financial markets are widely assumed to operate on logic and data. Yet the decisions made within them — by professionals and retail investors alike, consistently deviate from what models predict. This paper examines the mathematical infrastructure underlying modern finance, the structural gap between theoretical models...

Research Archive | NSRI-RA-2026-0035

United Technical College

Ghimire Anushrut

2026-05-02

The increasing demand for sustainable and efficient energy utilization has exposed limitations in conventional efficiency models, which primarily account for direct output while neglecting internally recoverable energy. This research proposes Anushrut’s Theory of Total Energy Recirculation (TERT), a theoretical framewo...

Research Archive | NSRI-RA-2026-0037

Tears, traditions, and transformations: Decolonizing mental health through community healing

Ahuja,Khushi

2026-05-04

Psychology as a discipline has often been viewed as a neutral scientific discipline. However, it has been criticized for having a colonial legacy, with Western-centric theories and practices being imposed on non-Western cultures, which has been impacting mental health understanding and treatment in the country. Neolibe...

Research Archive | NSRI-RA-2026-0038

MicroTract: Revolutionizing Chitosan-Based Microfiber Removal

Smyan Reddy

2026-05-08

This experiment aimed to create a biodegradable pill that effectively removes microfibers from the digestive system, as well as to investigate the effects of chitosan, lecithin, and citric acid on microplastics in the human body. The specific guiding research question selected for this topic was, "Which capsule formula...

Research Archive | NSRI-RA-2026-0042

Exploring the Relationship Between Self-Reported Brain-Dominance Preferences and Musical Task Performance Among High School Students

Borges Amanda

2026-05-21

ABSTRACT The popular concept of “left-brain vs. right-brain dominance” remains influential in education and popular psychology despite neuroscientific evidence suggesting that most cognitive processes involve cooperation between both cerebral hemispheres. This study investigated whether self-reported brain-dominance pr...

Research Archive | NSRI-RA-2026-0044

The Role of A.I in Cell Signaling pathway: The Use of Artificial Intelligence Models to Simulate and Predict Cellular Response

Kazi Nafisul Bashar

2026-05-23

Programming and introducing A.I in CSC research can bring about a revolution in our medical sector. Although countries like Bangladesh are producing talented doctors and researchers, the numbers are not sufficient. The use of A.I in CSC research will not be a replacement for experts in this field. It is a tool to incre...

Research Archive | NSRI-RA-2026-0047

Exploring the Applications of the Lorentz Force in Electromagnetic Propulsion

Jayashree Kuppusamy, Sripaadh

2026-05-27

There exist two applications of the Lorentz force in electromagnetic propulsion: the Lorentz Rail Accelerator and the magnetoplasmadynamic thruster. For rail accelerators inductance gradient reigns supreme. For both, the apparatus’ geometry is significantly important. This paper aims to unify two theoretical perspectiv...

Research Archive | NSRI-RA-2026-0048

Mental health of Youth

Nandini Manna

2026-05-28

Research Abstract: Youth Mental Health Youth mental health has become an increasingly important global concern due to rising levels of stress, anxiety, depression, and emotional challenges among adolescents and young adults. The motivation behind this research is the growing impact of academic pressure, social media in...

Research Archive | NSRI-RA-2026-0050

AI-Based Sustainable Supply Chain Analyzer

Rashul Rajput

2026-06-01

Use of artificial intelligence-based solutions in managing supply chains has opened up many new opportunities for improving efficiency, resilience, and sustainability. Nevertheless, with more and more influence of AI-based analysis on the decision-making process within supply chain management, another problem has emerg...

Research Archive | NSRI-RA-2026-0053

Varuna: Integrating AI with Environmental Data for Water Quality Predictions

Rai, Suhani

2026-06-03

Water quality monitoring is essential for protecting human health and ecosystems, yet traditional analysis methods are too time-consuming to process effectively. To address this problem, we tested the hypothesis that an AI system trained on environmental data can accurately predict water quality conditions. Publicly av...

Research Archive | NSRI-RA-2026-0055

Solving Paradoxes of Time Travel Using the Many World Interpretation Theory

Pratham Gautam Tekriwal

2026-06-03

My primary motivation came from a remark that I had heard the Leader of Opposition make in one of the conferences that I had attended, "Can we go back in time to undo what has been done?" I thought and thought about it for a while. After sometime, I was watching one episode of the Big Bang Theory, and I found my answer...

Research Archive | NSRI-RA-2026-0056

Design and Evaluation of a Hybrid MBBR-Inspired Air Filtration System for the Removal of Airborne Microbial and Gaseous Pollutants.

Musab Ibrahim

2026-06-03

Indoor air pollution is a significant public health concern, especially in hospitals, laboratories, public transportation hubs, and densely populated indoor environments. Airborne microorganisms, particulate matter (PM), and volatile organic compounds (VOCs) can cause respiratory diseases, allergies, and the spread ...

Research Archive | NSRI-RA-2026-0058

Miraj's Numo: Generalized Algebraic Identity for the Sum and Difference of Powers

Pathak, Miraj

2026-06-04

This paper is concerned with the presentation of Miraj’s Numo: a research algebraic identity that converts the sums and differences of two nth powers into differences of squares. The method hinges on cleverly defining a parameter m that depends upon the ratio of the powers so that the transformation works for any two r...

Research Archive | NSRI-RA-2026-0059

The Quantum Fracture Limit: Resolution of the Schwarzschild Singularity via Structural Topology

Pathak, Miraj

2026-06-07

This paper formalizes the structural degradation of a continuous, compact manifold under the singular tidal dynam- ics of an interior Schwarzschild spacetime. We demonstrate that introducing a quantum-geometric lower bound, specifically the Planck length, mathematically halts the unbounded frag- mentation cascade predi...

Research Archive | NSRI-RA-2026-0061

RAIL: A Reasoning-Aware AI Learning Framework to Preserve Critical Thinking in AI-Assisted Engineering Education

Dattatreya Nammina

2026-06-08

The integration of Artificial Intelligence (AI) into engineering education has significantly altered students' processes for accessing information, finding solutions and grasping intricate ideas. Even though educational AI-powered tools present substantial benefits regarding accessibility, efficiency and individualized...

Research Archive | NSRI-RA-2026-0062

Design of Low-Cost and High-Efficiency Dust Absorption Systems in Mining Sites: An Applied Study in Arid Environments

Musab Ibrahim

2026-06-08

Motivation and Purpose of Research: Industrial dust and airborne particulates generated from mining operations such as rock drilling, blasting, crushing, and raw material transport pose severe occupational, environmental, economic, and social threats. Prolonged exposure leads to incurable respiratory diseases like sili...

Research Archive | NSRI-RA-2026-0065

The Shortcut Problem: Rethinking AI’s Role in Modern Education

Sharma, Prishha

2026-06-08

**Abstract** Artificial Intelligence (AI) has rapidly become a significant part of modern education, with tools such as ChatGPT, AI tutors, grammar assistants, and automated homework helpers being widely used by students around the world. These technologies provide instant feedback, personalised learning experiences, ...

Research Archive | NSRI-RA-2026-0068

How Can AI Systems Be Made More Transparent, Trustworthy, and Accountable While Remaining Effective and Widely Accessible?

Kattimani, Rohit

2026-06-08

Artificial intelligence has made its way into healthcare, criminal justice, financial services, education, and many other domains that directly affect people's lives. This rapid expansion has brought serious questions about transparency, trustworthiness, and accountability to the forefront of both academic and public d...

Research Archive | NSRI-RA-2026-0069

Infrastructure-Based Interventions for Sleep Deprivation in Educational Institutions: Combating Cognitive Loss in Adolescents

Fernandes Aidan

2026-06-08

This paper investigates sleep deprivation as an educational design problem. The focus is not only whether students should sleep more, but whether schools and universities can redesign learning and recovery spaces so that unavoidable sleep debt causes less damage during the academic day. Through a review of existing res...

Research Archive | NSRI-RA-2026-0070

Malware detection using an ensemble of vision models & LLMs

Saadman,Afif

2026-06-09

Nowdays, cyber attacks using software are increas ing rapidly. Cyber criminals are finding out new ways to make malware and infect networks. Signature based detection is failing. But, image-based analysis & disassembly show signs of new hope. This paper presents an ensemble-based concept which can be used to produce hi...

Research Archive | NSRI-RA-2026-0072

Independent student decision making in a high pressure environment

Somasundaram, Samiksha

2026-06-09

Young people today face increasing academic, social, and familial pressures that can limit their ability to make independent decisions regarding education, careers, and personal goals. Many students report feeling unprepared for college and future careers while also lacking sufficient exposure to diverse pathways and d...

Research Archive | NSRI-RA-2026-0074

Synthesis and Characterization of Sustainable Bioplastics from Cotton Agricultural Waste

Nasimov Otabek

2026-06-09

Motivation and purpose(s) of research: Global plastic pollution and the accumulation of petroleum-based plastics pose severe environmental threats. Concurrently, agricultural regions generate massive amounts of biomass waste from cotton farming, which is often burned, releasing greenhouse gases. The purpose of this res...

Research Archive | NSRI-RA-2026-0081

A Low Cost Multi Parameter Monitoring Framework for Pressure Ulcer Prevention in Resource Limited Healthcare

Zaheen Jamal, Mohamed Atef Mohamed Elsalouty, Antonio Gaitanis, and Mohammad Bilal

2026-06-15

Pressure ulcers (PUs) continue to represent a significant clinical and economic burden on healthcare systems worldwide. They are associated with prolonged hospitalization, increased treatment costs, reduced quality of life, and a higher risk of morbidity among patients with limited mobility. The challenge is particular...