Pawan Kumar

Evaluating Self: Consistency and Tree of Thought Reasoning Strategies in Lightweight Language Models on Math and Logic Benchmark

Mr. Sankhadeep Debdas, Pawan Kumar

AbstractThe evaluation of Tree-of-Thought (ToT) reasoning and self-consistency is important whendeploying lightweight language models (LLMs) that can produce capable results whileoperating on constrained hardware. Self-consistency decoders can enhance the robustness ofchain-of-thought style inference for complex reasoning tasks through the use of selfconsistency, …

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Evaluating Self: Consistency and Tree of Thought Reasoning Strategies in Lightweight Language Models on Math and Logic Benchmark

Mr. Sankhadeep Debdas, Pawan Kumar

AbstractThe evaluation of Tree-of-Thought (ToT) reasoning and self-consistency is important whendeploying lightweight language models (LLMs) that can produce capable results whileoperating on constrained hardware. Self-consistency decoders can enhance the robustness ofchain-of-thought style inference for complex reasoning tasks through the use of selfconsistency, …

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Federated Learning-based Healthcare Analytics for Privacy-Preserving Patient Data Sharing

Rekha Sahu, Pawan Kumar

Abstract The new federated learning healthcare analytics framework is necessary because it helps solve the major challenges posed by traditional centralized machine learning approaches to the healthcare system. The traditional way used in machine learning is to gather sensitive patient information into …

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Federated Learning-based Healthcare Analytics for Privacy-Preserving Patient Data Sharing

Rekha Sahu, Pawan Kumar

Abstract The new federated learning healthcare analytics framework is necessary because it helps solve the major challenges posed by traditional centralized machine learning approaches to the healthcare system. The traditional way used in machine learning is to gather sensitive patient information into …

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Renewable Energy Innovations: A Path to Sustainability

Tanya Sood, Raman Kumar, Abhishek Kandwal, Sushil Kumar et autres

This chapter offers an in-depth exploration of different renewable energy sources that play a crucial role in advancing sustainable global energy systems. It thoroughly explores five primary renewable technologies: solar energy, wind energy, geothermal energy, hydro energy, and biomass energy, delving into …

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Taxing Digital Intellectual Property: Legal Examination of Virtual and Real World Problems

Pawan Kumar, Shaiwal Satyarthi, Kashish Jain

Intellectual Property has been a classic and time-tested pillar of economic growth, an innovation engine, and a generator for creativity, and technological advancement. However, the 21st century marks the dawn of the Fourth Industrial Revolution, one where the physical, digital, and biological …

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E-commerce adoption: a comparative analysis of manufacturing and services in micro, small and medium enterprises

Pawan Kumar, Harpreet Kaur, Rajesh Verma

E-commerce has altered the traditional brick and mortar business into online business and there are loads of hit stories concerning the growth and expansion of micro, small and medium enterprises (MSMEs) through e-commerce adoption. This paper finds the causes of low adoption …

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Chalcogenide Perovskites: Emerging Materials for Stable and Sustainable Optoelectronics

Nikhil Thakur, Pankaj Sharma, Raman Kumar, Pawan Kumar

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Information and Communication Technology Enabled Modern Governance Model for Rural Sustainability Development

Pawan Kumar, Rajiv Kumar, Kamaljit Singh, Vikram Singh

Optical bandgap and Judd-Ofelt analysis of Pr3+ doped lithium borate phosphate glasses

S. S. Meena, Pawan Kumar, Beena Bhatia

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Binder optimization and surface texture effects on enhanced bonding performance of fiber-reinforced ECC in repair applications

N. Shanmugasundaram, Seepana Praveenkumar, Pawan Kumar, S. Divya

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Classical to Quantum Diffusive Transport in Atomically Thin Semiconductors Capped with High-k Dielectric

Jarosław Pawłowski, Dickson Thian, Repaka Durga Venkata Maheswar, Cailin Wei et autres

The dielectric environment surrounding semiconductors plays a crucial role in determining device performance, a role that becomes especially pronounced in atomically thin semiconductors where charge carriers are confined within a few atomic layers and strongly interact with their surroundings. High-k dielectrics, such …