The procedure of selecting representative samples for the Job Mix Formula Design in Full Depth Reclamation (FDR) using Cement Stabilization and Additive. Understand the important principles and steps involved in sample collection.

6 views • 20 slides

Explore how to improve interpretability of AI models through generating counterfactual explanations with minimal perturbations and realistic, actionable suggestions. Addressing limitations of current methods and the need for a more flexible generative framework to ensure explanations are clear, conc

5 views • 13 slides

Ethanol, produced through fermentation by yeast in oxygen-free conditions, serves as a chemical feedstock, solvent, disinfectant, and fuel additive. The biochemistry involves sugar breakdown to pyruvic acid, then conversion to acetaldehyde and finally ethanol. Yeast growth in rich medium leads to et

0 views • 21 slides

Mallory S. James, an Engineer at NASA Marshall Space Flight Center, explores qualification methodologies for AM spaceflight hardware. She focuses on model-based tools for accelerated AM certification and continuous process improvement. The IMQCAM Institute aims to innovate a model-centric workflow b

5 views • 16 slides

Delve into the concept of unconditional counterfactual explanations without revealing the black box of AI decision-making processes. Discover how these explanations aim to inform, empower, and provide recourse for individuals impacted by automated decisions, addressing key challenges in interpretabi

1 views • 25 slides

CounterNet presents an innovative framework integrating model training and counterfactual explanation generation efficiently. By training the predictive model and counterfactual generator together, CounterNet ensures improved validity of explanations at a lower cost. This approach enhances convergen

0 views • 17 slides

Generalized Additive Models (GAMs) provide a flexible and automatic statistical method for identifying and characterizing nonlinear regression effects. Unlike traditional linear models, GAMs can capture non-linear relationships between predictors and outcomes using unspecified smooth functions. By f

0 views • 52 slides

The growth of the additive manufacturing market is driven by the rising need to produce complex parts, reduce manufacturing expenses, and minimize waste, improvements in product development and supply chains, and easy customization and bulk production using additive manufacturing. However, the restr

1 views • 4 slides

additive manufacturing market is poised to soar to unprecedented heights, anticipated to burgeon to a monumental $228.8 billion by the year 2031, exhibiting a remarkable Compound Annual Growth Rate (CAGR) of 27.9% from 2024 to 2031.

1 views • 3 slides

the growing use of 3D printers to produce functional end-use parts and composite 3D printing is expected to offer significant growth opportunities for players operating in the additive manufacturing market.

1 views • 3 slides

Metal Powder Market Size, Share, Forecast, & Trends Analysis by Metal Type (Ferrous, Non-Ferrous), Application (Additive Manufacturing, Pressing & Sintering, Others), Source, Production Method, End User (Automotive, Aerospace & Defense, Chemical, Oth

0 views • 3 slides

Metal Powder Market Size, Share, Forecast, & Trends Analysis by Metal Type (Ferrous, Non-Ferrous), Application (Additive Manufacturing, Pressing & Sintering, Others), Source, Production Method, End User (Automotive, Aerospace & Defense, Chemical, Oth

1 views • 5 slides

The growing use of 3D printers to produce functional end-use parts and composite 3D printing is expected to offer significant growth opportunities for players operating in the additive manufacturing market.

1 views • 3 slides

Unified methodology for interpreting model predictions through additive explanations and Shapley values. It discusses the relationship between Additive Explanations and LIME, introduces Shapley values, approximations, experiments, and extensions in model interpretation. The approach unifies various

1 views • 21 slides

TCP congestion control is crucial for maintaining stability and efficient data transmission in computer networks. This article delves into the history and development of congestion control algorithms, highlighting key components such as additive-increase, multiplicative-decrease, and slow-start reac

0 views • 12 slides

Delve into the world of 3D printing with a focus on the Toyota Production Systems Lab, where students in grades 9-12 learn about the process, from design to post-processing. Understand how additive manufacturing works, the steps involved in 3D printing, and the essential parts of a printer. Watch in

0 views • 9 slides

Genes influence traits through Additive Gene Action (AGA) and Non-Additive Gene Action (NAGA) in animal breeding. Recurrent Selection (RS) and Reciprocal Recurrent Selection (RRS) play crucial roles in improving animals. Selection for General Combining Ability (GCA) and Specific Combining Ability (S

0 views • 16 slides

Physical properties of substances are classified into colligative, additive, and constitutive properties. Colligative properties depend on the number of particles in a solution and are similar for different nonelectrolytes. Additive properties are based on the total contribution of atoms, while cons

1 views • 14 slides

Discover the world of numbers with this comprehensive guide on different types of numbers, focusing on rational numbers. Learn about natural numbers, whole numbers, integers, and how rational numbers are represented on a number line. Dive into the properties of rational numbers and explore the conce

2 views • 19 slides

Explore the Nottinghams Number Fluency Project's innovative method of teaching additive facts using ten-frame visualizations. From basic additions like 1 + 1 = 2 to more complex sums, this project provides engaging visual aids to enhance number fluency and mathematical understanding.

0 views • 92 slides

Metal Powder Size, Share, Forecast, & Trends Analysis by Metal Type (Ferrous, Non-Ferrous), Application (Additive Manufacturing, Pressing & Sintering, Others), Source, Production Method, End User (Automotive, Aerospace & Defense, Chemical, Others) &

1 views • 4 slides

Explore the Lab to Business Showcase featuring cutting-edge technologies by TechLink and DOD, such as autonomous agent scheduling, additive manufacturing, and composite part manufacturing. Learn about working with federal labs, licensing patents, and accessing expertise for collaborative research op

0 views • 36 slides

Masterbatch Size, Share, Forecast, & Trends Analysis by Product (Color, Additive, White, Black), Type (Biodegradable), Polymer (PE, PA, PP, PVC, PS, PUR, PET, PVDF), End User (Consumer Electronics, Packaging) - Global Forecast to 2031

1 views • 4 slides

This chapter highlights essential practices for prepping food to prevent cross-contamination and time-temperature abuse in a food service setting. Topics covered include safe methods for thawing food, cooking temperatures, microwave cooking, informing consumers of risks, requirements for partially c

1 views • 25 slides

Metal powder Size, Share, Forecast, & Trends Analysis by Metal Type (Ferrous, Non-Ferrous), Application (Additive Manufacturing, Pressing & Sintering, Others), Source, Production Method, End User (Automotive, Aerospace & Defense, Chemical, Others) &

1 views • 4 slides

Additive manufacturing, commonly known as 3D printing, has witnessed significant advancements since its inception in the 1980s. This technology allows for the creation of three-dimensional objects through various processes like extrusion, binding, and polymerization. With the rise of accessible 3D p

3 views • 14 slides

This article explores the concept of generating interpretable, diverse, and plausible counterfactual explanations within explainable AI (XAI). It highlights the challenges with current methods, introduces an instance-guided approach, and emphasizes the importance of good counterfactuals. The discuss

0 views • 22 slides

This research explores an additive combinatorics approach to the log-rank conjecture in communication complexity, addressing the maximum total bits sent on worst-case inputs and known bounds. It discusses the Polynomial Freiman-Ruzsa Conjecture and Approximate Duality, highlighting technical contrib

0 views • 9 slides

Additive manufacturing also enables the digital storage and on-demand production of spare parts, reducing the need for extensive inventory storage and ensuring the availability of parts for older or low-volume products.

1 views • 4 slides

In this lesson on additive angle measures, students learn how to find missing angle measures when two non-overlapping angles combine to form a larger angle. Essential questions are posed, and students are guided through solving problems involving angle decomposition and measurement. Practical activi

0 views • 46 slides

Regret-bounded vehicle routing problems aim to minimize client delays by considering client-centric views and bounded client regret measures. This involves measuring waiting times relative to shortest-path distances from the starting depot. Additive and multiplicative regret measures are used to add

0 views • 28 slides

The EU's industrial strategy focuses on enhancing the resilience of industrial ecosystems through additive manufacturing. The manufacturing industry in Europe is a vital driver of employment, innovation, and prosperity. Despite being a front runner in metal and hybrid 3D printing, the EU faces chall

0 views • 6 slides

Investigate the impact of mixing nano-additive with engine oil on heat transfer performance in a study conducted by Team 8. The project aims to design a radiator and oil-coolant system for a spark ignition engine, exploring the benefits of using nano-particles in enhancing heat transfer rates. Addre

0 views • 27 slides

Distinguished Professor Yu-Lung Lo from National Cheng Kung University's Department of Mechanical Engineering leads research on modeling and process monitoring for additive manufacturing. The laboratory focuses on challenges such as electron beam acceleration, simulation models, and optimal paramete

0 views • 15 slides

This research explores regret-bounded vehicle routing problems (VRPs) where the focus is on minimizing client delays based on their distances from the starting depot. The study introduces a client-centric view to measure regret and devises algorithms for both additive and multiplicative regret-based

0 views • 23 slides

Explore the world of negative numbers and additive inverse through a series of mathematical exercises. Learn how to calculate sums involving negatives and discover the concept of additive inverses, where adding a number and its opposite results in zero. Test your understanding with various numerical

0 views • 21 slides

Side channel monitoring is crucial in the field of additive manufacturing to bridge cybersecurity and quality assurance. This process involves detecting physical domain data leakage through various side channels like acoustics, thermal, laser, vibration, electric current, optical, and pressure. By m

0 views • 10 slides

Color models in computer graphics play a crucial role in creating a wide range of colors using a limited set of primary colors. There are two main types of color models - additive and subtractive, with RGB being common for displays and CMYK for printing. RGB is additive, combining red, green, and bl

0 views • 16 slides

Exploring the role of Additive Alternates in ODOT construction projects, including why they are essential, how they are set up, awarded, and considerations for the future. Additive Alternates provide flexibility in project funding and scope, allowing owners to add extra work within budget constraint

0 views • 8 slides

Causes of migration are debated between macro-structural and micro-subjective perspectives. Macro explanations focus on push factors like overpopulation and poverty, while micro explanations view migration as rational choices. The debate also includes meso-social factors such as migrant networks and

0 views • 13 slides