Beyond the Visible: Predicting Metal Breakdown with Machine Learning

Erscheinungsjahr 2024
ISBN: 978-3-384-26911-9
Verlag: tredition

Buch, Englisch, 152 Seiten, Format (B × H): 155 mm x 234 mm, Gewicht: 269 g

Our eyes can't see the enemy within, but machine learning (ML) can! Metal looks strong, but tiny processes lead to its breakdown – rust. ML goes beyond the visible, analyzing vast amounts of data to predict and prevent this silent threat.
Imagine powerful computers mimicking how molecules interact with metal. By feeding ML this simulated world, scientists can see how different elements – like heat or salt – accelerate corrosion. This data empowers them to design better materials and protective coatings.
It's like giving metal a crystal ball. ML predicts weak spots before they become gaping holes, saving bridges, pipelines, and even that classic car you love.

Zielgruppe

Metal's invisible enemy: rust! Machine learning sees the threat, predicts breakdown, and saves the day!

Autoren/Hrsg.

Sandeep

Über Autor(innen)

Sandeep
Professor Sandeep is a passionate advocate for adult education, with a distinguished career dedicated to creating engaging and effective learning environments for adult learners. Their philosophy emphasizes the power of dialogue and experiential learning to foster deeper understanding and personal growth.

"Dialogue and Experience: Shaping Adult Learning Environments" represents Professor Sandeep's culmination of years spent researching, designing, and implementing innovative adult education programs. Professor Sandeep meticulously analyzes the unique needs and motivations of adult learners, highlighting the importance of moving beyond traditional lecture-based methods.

Professor Sandeep's passion extends beyond theoretical frameworks. They are a strong proponent of creating classrooms that foster open dialogue, collaboration, and the sharing of life experiences. Professor Sandeep actively collaborates with educators, trainers, and instructional designers to develop engaging learning activities, facilitate enriching discussions, and create environments where adults feel empowered to learn from each other and their own experiences.

Their writing is known for its clarity and practicality. Professor Sandeep effectively translates complex adult learning theories into actionable strategies that educators can readily implement. In "Dialogue and Experience," Professor Sandeep embarks on a compelling exploration of how to cultivate vibrant learning environments for adults. They delve into the power of dialogue and experiential learning, showcase successful case studies from various adult education settings, and offer practical guidance for educators to design and facilitate programs that spark curiosity, ignite intellectual growth, and empower adult learners to achieve their full potential. Professor Sandeep's insightful analysis equips educators with the knowledge and tools to create transformative learning experiences that make a lasting impact on adult learners' lives.