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Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering (The Materials Research Society Series)
by Stefan SandfeldThis text covers all of the data science, machine learning, and deep learning topics relevant to materials science and engineering, accompanied by numerous examples and applications. Almost all methods and algorithms introduced are implemented “from scratch” using Python and NumPy. The book starts with an introduction to statistics and probabilities, explaining important concepts such as random variables and probability distributions, Bayes’ theorem and correlations, sampling techniques, and exploratory data analysis, and puts them in the context of materials science and engineering. Therefore, it serves as a valuable primer for both undergraduate and graduate students, as well as a review for research scientists and practicing engineers. The second part provides an in-depth introduction of (statistical) machine learning. It begins with outlining fundamental concepts and proceeds to explore a variety of supervised learning techniques for regression and classification, including advanced methods such as kernel regression and support vector machines. The section on unsupervised learning emphasizes principal component analysis, and also covers manifold learning (t-SNE and UMAP) and clustering techniques. Additionally, feature engineering, feature importance, and cross-validation are introduced. The final part on neural networks and deep learning aims to promote an understanding of these methods and dispel misconceptions that they are a “black box”. The complexity gradually increases until fully connected networks can be implemented. Advanced techniques and network architectures, including GANs, are implemented “from scratch” using Python and NumPy, which facilitates a comprehensive understanding of all the details and enables the user to conduct their own experiments in Deep Learning.
Materials Design Using Computational Intelligence Techniques
by Shubhabrata DattaSeveral statistical techniques are used for the design of materials through extraction of knowledge from existing data banks. These approaches are getting more attention with the application of computational intelligence techniques. This book illustrates the alternative but effective methods of designing materials, where models are developed through capturing the inherent correlations among the variables on the basis of available imprecise knowledge in the form of rules or database, as well as through the extraction of knowledge from experimental or industrial database, and using optimization tools.
Materials Discovery and Design: By Means of Data Science and Optimal Learning (Springer Series in Materials Science #280)
by Turab Lookman Frank Alexander Stephan Eidenbenz Cris BarnesThis book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning from data as a key theme in many science and cyber related applications. The challenging open questions as well as future directions in the application of data science to materials problems are sketched. Computational and experimental facilities today generate vast amounts of data at an unprecedented rate. The book gives guidance to discover new knowledge that enables materials innovation to address grand challenges in energy, environment and security, the clearer link needed between the data from these facilities and the theory and underlying science. The role of inference and optimization methods in distilling the data and constraining predictions using insights and results from theory is key to achieving the desired goals of real time analysis and feedback. Thus, the importance of this book lies in emphasizing that the full value of knowledge driven discovery using data can only be realized by integrating statistical and information sciences with materials science, which is increasingly dependent on high throughput and large scale computational and experimental data gathering efforts. This is especially the case as we enter a new era of big data in materials science with the planning of future experimental facilities such as the Linac Coherent Light Source at Stanford (LCLS-II), the European X-ray Free Electron Laser (EXFEL) and MaRIE (Matter Radiation in Extremes), the signature concept facility from Los Alamos National Laboratory. These facilities are expected to generate hundreds of terabytes to several petabytes of in situ spatially and temporally resolved data per sample. The questions that then arise include how we can learn from the data to accelerate the processing and analysis of reconstructed microstructure, rapidly map spatially resolved properties from high throughput data, devise diagnostics for pattern detection, and guide experiments towards desired targeted properties. The authors are an interdisciplinary group of leading experts who bring the excitement of the nascent and rapidly emerging field of materials informatics to the reader.
Materials Informatics I: Methods (Challenges and Advances in Computational Chemistry and Physics #39)
by Kunal Roy Arkaprava BanerjeeThis contributed volume explores the integration of machine learning and cheminformatics within materials science, focusing on predictive modeling techniques. It begins with foundational concepts in materials informatics and cheminformatics, emphasizing quantitative structure-property relationships (QSPR). The volume then presents various methods and tools, including advanced QSPR models, quantitative read-across structure-property relationship (q-RASPR) models, optimization strategies with minimal data, and in silico studies using different descriptors. Additionally, it explores machine learning algorithms and their applications in materials science, alongside innovative modeling approaches for quantum-theoretic properties. Overall, the book serves as a comprehensive resource for understanding and applying machine learning in the study and development of advanced materials and is a useful tool for students, researchers and professionals working in these areas.
Materials Informatics II: Software Tools and Databases (Challenges and Advances in Computational Chemistry and Physics #40)
by Kunal Roy Arkaprava BanerjeeThis contributed volume explores the application of machine learning in predictive modeling within the fields of materials science, nanotechnology, and cheminformatics. It covers a range of topics, including electronic properties of metal nanoclusters, carbon quantum dots, toxicity assessments of nanomaterials, and predictive modeling for fullerenes and perovskite materials. Additionally, the book discusses multiscale modeling and advanced decision support systems for nanomaterial risk management, while also highlighting various machine learning tools, databases, and web platforms designed to predict the properties of materials and molecules. It is a comprehensive guide and a great tool for researchers working at the intersection of machine learning and material sciences.
Materials Informatics III: Polymers, Solvents and Energetic Materials (Challenges and Advances in Computational Chemistry and Physics #41)
by Kunal Roy Arkaprava BanerjeeThis contributed volume focuses on the application of machine learning and cheminformatics in predictive modeling for organic materials, polymers, solvents, and energetic materials. It provides an in-depth look at how machine learning is utilized to predict key properties of polymers, deep eutectic solvents, and ionic liquids, as well as to improve safety and performance in the study of energetic and reactive materials. With chapters covering polymer informatics, quantitative structure–property relationship (QSPR) modeling, and computational approaches, the book serves as a comprehensive resource for researchers applying predictive modeling techniques to advance materials science and improve material safety and performance.
Materials Informatics and Catalysts Informatics: An Introduction
by Keisuke Takahashi Lauren TakahashiThis textbook is designed for students and researchers who are interested in materials and catalysts informatics with little to no prior experience in data science or programming languages. Starting with a comprehensive overview of the concept and historical context of materials and catalysts informatics, it serves as a guide for establishing a robust materials informatics environment. This essential resource is designed to teach vital skills and techniques required for conducting informatics-driven research, including the intersection of hardware, software, programming, machine learning within the field of data science and informatics. Readers will explore fundamental programming techniques, with a specific focus on Python, a versatile and widely-used language in the field. The textbook explores various machine learning techniques, equipping learners with the knowledge to harness the power of data science effectively. The textbook provides Python code examples, demonstrating materials informatics applications, and offers a deeper understanding through real-world case studies using materials and catalysts data. This practical exposure ensures readers are fully prepared to embark on their informatics-driven research endeavors upon completing the textbook. Instructors will also find immense value in this resource, as it consolidates the skills and information required for materials informatics into one comprehensive repository. This streamlines the course development process, significantly reducing the time spent on creating course material. Instructors can leverage this solid foundation to craft engaging and informative lecture content, making the teaching process more efficient and effective.
Materials Interaction with Femtosecond Lasers: Theory and Ultra-Large-Scale Simulations of Thermal and Nonthermal Pheomena
by Bernd BauerhenneThis book presents a unified view of the response of materials as a result of femtosecond laser excitation, introducing a general theory that captures both ultrashort-time non-thermal and long-time thermal phenomena. It includes a novel method for performing ultra-large-scale molecular dynamics simulations extending into experimental and technological spatial dimensions with ab-initio precision. For this, it introduces a new class of interatomic potentials, constructed from ab-initio data with the help of a self-learning algorithm, and verified by direct comparison with experiments in two different materials — the semiconductor silicon and the semimetal antimony.In addition to a detailed description of the new concepts introduced, as well as giving a timely review of ultrafast phenomena, the book provides a rigorous introduction to the field of laser–matter interaction and ab-initio description of solids, delivering a complete and self-contained examination of the topic from the very first principles. It explains, step by step from the basic physical principles, the underlying concepts in quantum mechanics, solid-state physics, thermodynamics, statistical mechanics, and electrodynamics, introducing all necessary mathematical theorems as well as their proofs. A collection of appendices provide the reader with an appropriate review of many fundamental mathematical concepts, as well as important analytical and numerical parameters used in the simulations.
Materials Phase Change PDE Control & Estimation: From Additive Manufacturing to Polar Ice (Systems & Control: Foundations & Applications)
by Miroslav Krstic Shumon KogaThis monograph introduces breakthrough control algorithms for partial differential equation models with moving boundaries, the study of which is known as the Stefan problem. The algorithms can be used to improve the performance of various processes with phase changes, such as additive manufacturing. Using the authors' innovative design solutions, readers will also be equipped to apply estimation algorithms for real-world phase change dynamics, from polar ice to lithium-ion batteries.A historical treatment of the Stefan problem opens the book, situating readers in the larger context of the area. Following this, the chapters are organized into two parts. The first presents the design method and analysis of the boundary control and estimation algorithms. Part two then explores a number of applications, such as 3D printing via screw extrusion and laser sintering, and also discusses the experimental verifications conducted. A number of open problems and provided as well, offering readers multiple paths to explore in future research.Materials Phase Change PDE Control & Estimation is ideal for researchers and graduate students working on control and dynamical systems, and particularly those studying partial differential equations and moving boundaries. It will also appeal to industrial engineers and graduate students in engineering who are interested in this area.
Materials with Complex Behaviour II: Properties, Non-Classical Materials and New Technologies
by Andreas Öchsner Lucas F. Silva Holm AltenbachThis volume highlights the latest developments and trends in advanced materials and their properties, the modeling and simulation of non-classical materials and structures, and new technologies for joining materials. It presents the developments of advanced materials and respective tools to characterize and predict the material properties and behavior.
Math - No Problem! Addition and Subtraction, Grade 1 Ages 6-7 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 6-7, this math exercise book can gently help your child develop a knowledge of simple adding and subtracting, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: Topics include adding and subtracting one- and two-digit numbers using columns and renamingCharacter-led learning with fun and friendly illustrationsComprehensive and thorough coverage of key conceptsHelpful hints for extra practiceHeard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 6-7 at a Grade 1 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From simple subtraction to self-check quizzes, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 6-7 at a Grade 1 level. Multiply like a magician with Math — No Problem! Exploring Multiplication and Division, Grade 1 Ages 6-7 or join the geometry fun with Math — No Problem! Geometry and Shape, Grade 1 Ages 6-7.It&’s as easy as 1, 2, 3!
Math - No Problem! Addition and Subtraction, Grade 2 Ages 7-8 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 7-8, this math exercise book can gently help your child develop a knowledge of different methods for addition and subtraction.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include adding and subtracting with and without renaming, place value, and adding three or four 2-digit numbers.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 7-8 at a Grade 2 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From subtraction to self-check quizzes, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 7-8 at a Grade 2 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 2 ages 7-8 and join the geometry fun with Math — No Problem! Geometry and Shape, Grade 2 Ages 7-8.It&’s as easy as 1, 2, 3!
Math - No Problem! Addition and Subtraction, Grade 3 Ages 8-9 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 8-9, this math exercise book can gently help your child develop knowledge of addition and subtraction and comparing 4-digit numbers, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include different methods of adding and subtraction 3-digit and 4-digit numbers, number patterns, rounding numbers, comparing and ordering numbers.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 8-9 at a Grade 3 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From finding sums to solving word problems, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 8-9 at a Grade 3 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 3 Ages 8-9 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 3 Ages 8-9.It&’s as easy as 1, 2, 3!
Math - No Problem! Addition and Subtraction, Grade 4 Ages 9-10 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 9-10, this math exercise book can gently help your child develop knowledge of different methods for addition and subtraction up to 1,000,000. Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include numbers up to 1,000,000, and different mental strategies for addition and subtraction.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 9-10 at a Grade 4 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From finding sums to solving world problems, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 9-10 at a Grade 4 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 4 Ages 9-10 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 4 Ages 9-10.It&’s as easy as 1, 2, 3!
Math - No Problem! Algebra and Extra Challenges, Grade 5 Ages 10-11 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 10-11, this math exercise book can gently help your child develop knowledge of engaging number activities, word problems and mathematical investigations, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include mental math problem-solving. further practice of math skills, and algebra- Character-led learning with fun and friendly illustrations- Comprehensive and thorough coverage of key concepts- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 10-11 at a Grade 5 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From self-assessment quizzes to mental math problems, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 10-11 at a Grade 5 level. Know your numbers like a pro with Math — No Problem! Numbers to 10 Million, Grade 5 Ages 10-11 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 5 Ages 10-11.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Grade 1 Ages 6-7 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 6-7, this math exercise book can gently help your child develop a knowledge of multiplication and division, fractions and more using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: Topics include addition and subtraction, multiplication and division, fractions, shapes and measuringCharacter-led learning with fun and friendly illustrationsComprehensive and thorough coverage of key conceptsHelpful hints for extra practiceHeard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 6-7 at a Grade 1 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From telling the time to finding fractions, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 6-7 at a Grade 1 level. Multiply like a magician with Math — No Problem! Exploring Multiplication and Division, Grade 1 Ages 6-7 or join the geometry fun with Math — No Problem! Geometry and Shape, Grade 1 Ages 6-7.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Grade 2 Ages 7-8 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 7-8, this math exercise book can gently help your child develop a knowledge of measuring and time, shapes, fractions, multiplication and more, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include addition and subtraction, shapes, measuring, fractions, multiplication and division, and extra challenges.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 7-8 at a Grade 2 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From measuring to multiplication, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 7-8 at a Grade 2 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 2 ages 7-8 and join the geometry fun with Math — No Problem! Geometry and Shape, Grade 2 Ages 7-8.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Grade 3 Ages 8-9 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 8-9, this math exercise book can gently help your child develop knowledge of geometry, shapes, measuring and more, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include addition and subtraction, multiplication and division, fractions, decimals, measuring, extra challenges, and math investigations.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 8-9 at a Grade 3 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From telling the time to times tables, subtraction to self-check quizzes, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 8-9 at a Grade 3 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 3 Ages 8-9 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 3 Ages 8-9.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Grade 4 Ages 9-10 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 9-10, this math exercise book can gently help your child develop knowledge of shapes, fractions, decimals, measuring data and more, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include addition and subtraction, maths Investigations, measuring, fractions and decimals, multiplication and division, and extra challenges.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 9-10 at a Grade 4 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From comparing decimals to cube numbers, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 9-10 at a Grade 4 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 4 Ages 9-10 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 4 Ages 9-10.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Grade 5 Ages 10-11 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 10-11, this math exercise book can gently help your child develop knowledge of fractions, decimals, data measuring and so much more, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include addition and subtraction, measuring, fractions, decimals and percentages, shapes, multiplication and division, and extra challenges.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning.A must-have math book for children aged 10-11 at a Grade 5 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From division to decimals, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 10-11 at a Grade 5 level. Know your numbers like a pro with Math — No Problem! Numbers to 10 Million, Grade 5 Ages 10-11 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 5 Ages 10-11.It&’s as easy as 1, 2, 3!
Math - No Problem! Collection of 6 Workbooks, Kindergarten Ages 5-6 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 5-6, this math exercise book can gently help your child develop knowledge of simple counting, grouping, measuring and more using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include numbers, counting, addition and subtraction, shapes, sharing and grouping, measuring and extra challenges.- Character-led learning with fun and friendly illustrations- Comprehensive and thorough coverage of key concepts- Helpful hints for extra practiceHeard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning.A must-have math book for children aged 5-6 at a Kindergarten level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From subtraction to sequencing, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 5-6 at a Kindergarten level. Join the geometry fun with Math — No Problem! Geometry and Shape, Kindergarten Ages 5-6 and know your numbrs like a pro with Math — No Problem! Numbers 1 to 100, Kindergarten Ages 5 to 6.It&’s as easy as 1, 2, 3!
Math - No Problem! Data and Measurement, Grade 3 Ages 8-9 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 8-9, this math exercise book can gently help your child develop knowledge of time in minutes and hours, measuring capacity, weight, length and height, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include mass, volume, capacity, height, length, units of measure, unit conversions, and simple data.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning.A must-have math book for children aged 8-9 at a Grade 3 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From measuring volume to mass and so much more, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 8-9 at a Grade 3 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 3 Ages 8-9 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 3 Ages 8-9.It&’s as easy as 1, 2, 3!
Math - No Problem! Data and Measurement, Grade 4 Ages 9-10 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 9-10, this math exercise book can gently help your child develop knowledge of different ways to measure and convert time, read line graphs and solve mass, volume and distance problems, using a range of different methods.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include measuring mass, volume and length, as well as graphs.- Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 9-10 at a Grade 4 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From measuring mass to reading graphs, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 9-10 at a Grade 4 level. Multiply like a magician with Math — No Problem! Multiplication and Division, Grade 4 Ages 9-10 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 4 Ages 9-10.It&’s as easy as 1, 2, 3!
Math - No Problem! Data and Measurement, Grade 5 Ages 10-11 (Master Math at Home)
by Math - No Problem!A colorful workbook to help children learn addition and subtraction using the Math Mastery approach!It&’s time to master the world of math with this brand new workbook developed by experts to cover all the essential skills for children in the first stages of their math journey. Specifically designed for children aged 10-11, this math exercise book can gently help your child develop knowledge of drawing line plots and solving word problems, using conversion facts to solve measurement problems, and exploring volume and capacity.Let Math — No Problem! open your eyes to the wonderful world of numbers! So what are you waiting for? Dive straight in to discover: - Topics include maths problem-solving using graphs, averaging, and measuring.-Character-led learning with fun and friendly illustrations.- Comprehensive and thorough coverage of key concepts.- Helpful hints for extra practice.Heard of Math Mastery but don&’t know where to begin? Don&’t worry, DK has got you covered!Math Mastery is a transformational approach to teaching mathematics that was developed in Singapore and is now used around the world, including in thousands of schools across the US.Children are taught multiple methods to solve math problems, enabling them to gain a thorough and adaptable understanding of topics, making it easier for them to apply their knowledge to different scenarios. Each topic is studied in depth to develop a secure understanding of math concepts. This leads to greater progress in math learning, as topics are well understood and therefore don&’t need to be revised in great detail, meaning each new concept builds on prior learning. Based on this widely successful approach, this wonderful workbook is full of top tips led by appealing characters who offer useful guidance to parents and children alike with the goal of making learning math both accessible and interesting. This workbook is part of a new series developed in partnership with the award-winning educational publisher Math — No Problem! The books encourage a deep knowledge of core math concepts without fostering a reliance on memorization or rote learning. A must-have math book for children aged 10-11 at a Grade 5 level, as well as for adults who wish to become more familiar with math taught in schools, to better support their children at home.From getting to grips with graphs to analyzing data, this helpful workbook covers it all while incorporating an inclusive approach which builds self-confidence so that no child feels they &‘can&’t do math&’.At DK, we believe in the power of discovery. So why not explore the rest of the workbooks in our Math — No Problem! Master Math At Home series? Each workbook can be bought individually or as part of a collection, specifically targeted to early learners aged 10-11 at a Grade 5 level. Know your numbers like a pro with Math — No Problem! Numbers to 10 Million, Grade 5 Ages 10-11 or join the geometry journey with Math — No Problem! Geometry and Shape, Grade 5 Ages 10-11.It&’s as easy as 1, 2, 3!