Machine Learning in Material Science

Machine Learning in Material Science Research

In recent years, the integration of machine learning (ML) techniques with material science research has catalyzed innovation, revolutionizing traditional approaches to material discovery, characterization, and optimization. This article explores the diverse applications of ML in material science, highlighting its transformative impact on various research domains. Areas in Material Science where Machine Learning is Used Prediction …

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Sine Function in TinyML

Approximating Sine Function in TinyML

Introduction TinyML is the field which involves deployment of machine learning models into resource constrained devices such as micro-controllers. Such devices called edge devices often have few Kilobytes of RAM and flash memory but consumes power in milli-watts range. This feature makes the technology an  ideal choice for remote sensing applications, weather stations, tiny gadgets …

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Math for data science

Essential Math for Data Science : A Guide to Beginner’s

Data science has become an indispensable field in today’s digital age, revolutionizing industries with its ability to derive valuable insights from vast amounts of data. While proficiency in programming languages and data manipulation tools is crucial, having a solid foundation in mathematics is equally essential for success in this field. In this article, we’ll explore …

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Stable diffusion models

Stable Diffusion Models in Deep Learning

Stable diffusion models stand out for their ability to capture intricate data distributions while maintaining stability during training and inference. Unlike traditional approaches that may suffer from issues like mode collapse or vanishing gradients, stable diffusion models offer a robust solution for tasks ranging from image generation to data denoising. The title image depicting a …

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A Simple Data Visualization Web App Using Streamlit Library

The concept of the Internet of Things (IoT) revolves around the integration of sensors with compact computing devices like Arduino boards. This fusion enables a multitude of applications, ranging from surveillance monitoring to automated door locking and smart farming. A pivotal component of IoT systems is the dashboard, which serves as a hub for visualizing …

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Exploring the Depths of Crystallography: Advanced X-ray Characterization Through Reciprocal Space Mapping

The two or three-dimensional mapping of crystals in reciprocal space is known as reciprocal space mapping (RSM). The RSM is performed by a coupled scan of $2\theta-\omega$  for a set of $\omega$ values. These maps, centered around reciprocal lattice spots, offer insights beyond those obtained from single line scans, such as high-resolution rocking curves. In epitaxial …

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Pulsed Laser Deposition Technique for Thin Film Growth

The pulsed laser deposition (PLD) method is a widely known thin film growth technique for its potential in growing highly crystalline oxide thin films with near stoichiometry on an ultra-thin scale. Various thin film deposition techniques are used to prepare thin films and superlattices such as sputtering, molecular beam epitaxy, PLD, thermal evaporation method, chemical …

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hand gesture ui

User Interface Control Using Hand Gesture Recognition

User Interface is key for humans to interact with computers. The traditional way is to use keyboard and mouse to browse websites, use apps, or play video games. When it comes to specific applications such as infographics display in a mall or airport often the amount of content will be limitted and simple. In such …

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Density Functional Theory: A Key to Unlocking Quantum Insights

Density Functional Theory: A Key to Unlock Quantum Insights

Density Functional Theory (DFT) stands as a cornerstone in the realm of quantum mechanics, serving as a powerful tool for understanding the electronic structure and properties of materials. In this article, we will embark on a journey to demystify DFT, exploring its fundamental principles, applications in material science and physics, and the practical aspects of …

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Transform Negativity into Resilience and Positivity

Transform Negativity into Resilience and Positivity

Negativity is an inevitable part of life, but how we respond to it can profoundly impact our well-being. In this article, we’ll explore effective strategies to transform negativity into resilience and positivity. Additionally, we’ll delve into practical ways to handle negative people, fostering a mindset that empowers and uplifts Acknowledge and Redirect: The first step …

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