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Notes 2: Phase Change • Phase change is a change from one state of matter (solid, liquid, gas) to another. • Phase changes are physical changes because it only affects physical appearance, not chemical make-up and its reversible • Water exists on our planet in three states: Ice, water, and water vapor • Water is different from other substances because it is less dense as a solid than liquid • When temperature changes, molecules speed up/slow down resulting in a change in the average kinetic energy of molecules. • During a phase change, heat energy is either absorbed or released. Heat energy is released as molecules move closer together. Heat energy is absorbed as molecules move farther apart. • During phase changes, temperature does not change. Molecules move closer together or farther apart, resulting in a change in the potential energy of the molecules. • Types of phase changes: Melting, freezing, vaporization, condensation, sublimation, deposition • Melting - Phase change from a solid to a liquid • Freezing- Phase Change from a liquid to a solid • Vaporization - Phase change from a solid or liquid to gas. It occurs at the boiling point of matter or sublimation process. (Water - 100° C, Table salt - 1413° C, Diamond - 4200° C) • Evaporation-type of vaporization in which a liquid turns to a gas on the surface of a liquid (occurs at all temperatures). • Evaporation- a Cooling Process. As water in the perspiration evaporates from your skin it absorbs and carries away heat energy from your body. • Condensation - Phase change from a gas to a liquid. • Water vapor in surrounding air loses heat energy when it comes in contact with the cold glass. Water vapor condenses and becomes liquid drops of water. • Sublimation - Phase change from a solid to a gas. • Deposition - Phase change from a gas to a solid. • Boiling Point - The temperature at which a liquid changes into a gas. 212 F or 100 C • Melting Point - The temperature at which a solid changes into a liquid. 32 F or 0 C • Freezing point - The temperature at which a liquid changes into a solid. 32 F or 0 C • Freezing point and melting point of a substance are the same temperature.
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ABOUT THE BOOK This book is designed to take students both in secondary schools and advanced level through thorough treatment of the behavior of gases. Almost all the concepts involving gases have been treated with a lot of illustrations and worked examples. Chapter one introduces us to the states of matter, phase transition, pressure of gas, temperature and its measurement, density of gas while chapter two discussed in detail the gas laws, their derivations, ideal gas equation and universal gas constant. Chapter three treats kinetic molecular theory of gases, real gas and ideal gas, deviation of real gases from ideality, distribution of molecular speed of gases and intermolecular forces. Finally, chapter fours, five, six and seven and eight hammered on mole concept, gas in chemical reactions, chemical equilibrium and work of expansion and compression of gas and chemical kinetics.
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Retrieval augmented generation (RAG) is the most popular style of large language model application to emerge from 2023. The most basic style of RAG works by vectorizing your data and injecting it into a vector database like Milvus for retrieval to augment the text output generated by an LLM. This is just the beginning. One of the ways that we can extend RAG, and extend AI, is through multilingual use cases. Typical RAG is done in English using embedding models that are trained in English. In this talk, we’ll explore how RAG could work in languages other than English. We’ll explore French, Chinese, and Polish.
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Zilliz
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Dubai, known for its towering skyscrapers, luxurious lifestyle, and relentless pursuit of innovation, often finds itself in the global spotlight. However, amidst the glitz and glamour, the emirate faces its own set of challenges, including the occasional threat of flooding. In recent years, Dubai has experienced sporadic but significant floods, disrupting normalcy and posing unique challenges to its infrastructure. Among the critical nodes in this bustling metropolis is the Dubai International Airport, a vital hub connecting the world. This article delves into the intersection of Dubai flood events and the resilience demonstrated by the Dubai International Airport in the face of such challenges.
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
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Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
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Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
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