Tensor transformations - PowerPoint PPT Presentation


Insights into Symmetry and Magnetism in Summer School Curriculum

Delve into the principles and applications of symmetry in magnetism through topics like tensor transformations, Edelstein effect, and breaking inversion symmetry in magnetic materials. Explore the role of crystal structures and interfaces in breaking symmetry, especially in antiferromagnets, providi

2 views • 39 slides


Understanding Rotations and Kinematic Chains in Virtual Human Modeling

Exploring the concept of rotations in transformations and the use of kinematic chains in modeling human motion. Topics covered include kinematic parameterization, optimization of rigid body motions, and building virtual human models through kinematic chains. Understanding rotations as linear transfo

5 views • 78 slides



Understanding Heat and Energy Transformations in Physics

Explore heat calculations, energy transformations, kinetic and potential energy concepts through illustrations of a bouncing ball and a pendulum. Learn to read specific heat tables and make temperature conversions. Dive into the world of thermal dynamics with practical examples and calculations in p

0 views • 8 slides


Understanding Shape Memory Alloys: Properties and Applications

Shape memory alloys exhibit unique properties based on transformations between austenite and martensite phases. These transformations can be induced thermally or mechanically, leading to phenomena such as pseudoelasticity and shape memory effect. Learn about the thermal transformation, pseudoelastic

1 views • 9 slides


Understanding Methane Burning: Chemical Transformations and Energy

Explore the process of methane burning through investigations and molecular modeling activities. Learn about the chemical changes involved, including the production of carbon dioxide and water. Discover the energy transformations that occur during combustion, with forms such as light and heat energy

1 views • 13 slides


Divine Turnaround: Keys to Supernatural Transformations

Learn about Divine Turnaround, where God intervenes to bring about sudden, positive changes beyond human understanding. Explore examples from scriptures like Exodus, 1 Samuel, and Luke, illustrating how faith and decisive action can lead to miraculous transformations. Discover the essential keys to

1 views • 12 slides


Enhancing English Writing Skills through Sentence Transformations

Practice sentence transformations in English to improve writing skills. Learn how to change sentence structures according to specific directions. Develop proficiency in forming complex, negative, passive, interrogative, and other types of sentences. Enhance comprehension and expression for S.S.C exa

0 views • 16 slides


Carbon Transformations in Ecosystems: Meadow Simulation Analysis

Explore the patterns observed in a meadow simulation regarding carbon transformations and energy flow within ecosystems. Analyze the changes in organic matter among different populations over 100 years, draw conclusions on population dynamics, and identify unanswered questions for further investigat

1 views • 10 slides


Understanding 2D Transformations in Computer Graphics

Geometrical changes of objects through translations, rotations, and scaling are essential in computer graphics. Matrix math plays a crucial role in efficiently processing and combining transformations to alter object coordinates effectively.

2 views • 34 slides


Understanding Logarithmic Function Transformations

Explore transformations of logarithmic functions through examples involving vertical and horizontal stretches, translations, and reflections. Understand how to sketch the graphs of logarithmic functions and determine missing coordinates on the graphs. Additionally, learn about transformations such a

1 views • 9 slides


Understanding 3D Transformations in Computer Graphics

Transformation plays a crucial role in computer graphics, enabling movement and manipulation of objects in a Cartesian plane. This comprehensive guide covers types of transformations, reasons for using them, and details on 3D translation, rotation, scaling, reflection, and shearing. Explore the sign

2 views • 25 slides


Understanding Stretches and Shears in Geometry

Learn about the concepts of stretches and shears in geometry through visual representations and explanations. Discover how to identify stretches and shears, understand the role of invariant lines, determine scale factors, differentiate between the two transformations, and plot points in different sc

2 views • 11 slides


Understanding Linear Transformations and Matrices in Mathematics

Linear transformations play a crucial role in the study of vector spaces and matrices. They involve mapping vectors from one space to another while maintaining certain properties. This summary covers the introduction to linear transformations, the kernel and range of a transformation, matrices for l

0 views • 85 slides


Techniques for Mastering Key Word Transformations in the C1 Advanced Use of English Exam

Learn effective exam strategies for Part 4 of the C1 Advanced Use of English exam, focusing on key word transformations. Practice comparing sentences, identifying missing elements, noting differences, and ensuring consistency in tenses. Enhance your skills with examples like transforming "Edison has

2 views • 8 slides


2D Geometric Transformations for Computer Graphics

In this lecture on 2D Geometric Transformations, Assistant Professor Dr. Samsun M. BA ARICI covers topics such as translation, rotation, scaling, homogeneous representations, and coordinates. The lecture delves into basic transformations like reflection and shearing, as well as practical application

1 views • 81 slides


Understanding 2D Viewing Transformations and Windowing Concepts

Exploring two-dimensional transformations, homogeneous coordinate systems, matrix formulation, and concatenation of transformations. Concepts like windowing, window-to-viewport transformation, viewing transformation, and the 2D viewing pipeline are discussed with relevant images and explanations.

6 views • 38 slides


Exploring Future Technology Transformations Framework

The Future Technology Transformations (FTT) framework, developed by Jean-François Mercure, focuses on key sectors like power, transport, heat, steel, agriculture, and cement to address climate change. Based on innovation economics and Schumpeterian principles, FTT emphasizes the widespread deployme

0 views • 16 slides


Understanding Energy Transformations in Science

Investigate the relationship between potential and kinetic energy, explore energy transformations, differentiate between types of energy (kinetic, potential, chemical, etc.), and grasp the Law of Conservation of Energy. Discover how energy changes from one form to another through various examples an

0 views • 11 slides


Understanding Phase Transformations and Latent Heat Equation in Statistical Mechanics

In this informative piece by Dr. N. Shanmugam, Assistant Professor at DGGA College for Women, Mayiladuthurai, the concept of phase transformations in substances as they change states with temperature variations is explored. The latent heat equation is discussed along with definitions of fusion, vapo

1 views • 22 slides


Effects of Lorentz Transformations: Length Contraction, Time Dilation, and Relativistic Mass

Lorentz transformations have profound consequences in the realm of special relativity. Length contraction results in objects appearing shorter in the direction of motion, with the amount of contraction determined by the Lorentz transformation. Time dilation causes clocks in moving frames to run slow

0 views • 6 slides


Understanding Singular Value Decomposition (SVD) in Linear Algebra

Singular Value Decomposition (SVD) is a powerful technique in linear algebra that breaks down any matrix into orthogonal stretching followed by rotation. It reveals insights into transformations, basis vectors, eigenvalues, and eigenvectors, aiding in understanding linear transformations in a geomet

3 views • 18 slides


Understanding Transformations in Coordinate Plane

Learn about transformations in a coordinate plane, including translations, rotations, reflections, and dilations. Discover methods to perform translations and understand how to determine the new prime points. Explore examples and step-by-step instructions to master the concept of transformations.

0 views • 9 slides


Digital Marketing Success Stories Transformations Powered by Birmingham's Experts

Digital Marketing Success Stories: Transformations Powered by Birmingham's Experts\" showcases real examples of how Birmingham's top digital marketing professionals have driven remarkable business growth through tailored strategies, resulting in sign

1 views • 12 slides


Digital Marketing Success Stories Transformations Powered by Birmingham's Experts

Digital Marketing Success Stories: Transformations Powered by Birmingham's Experts\" showcases real examples of how Birmingham's top digital marketing professionals have driven remarkable business growth through tailored strategies, resulting in sign

0 views • 12 slides


PHITS Multi-Purpose Particle and Heavy Ion Transport Code System Functions

The PHITS Multi-Purpose Particle and Heavy Ion Transport code system offers useful functions for manipulating spatial coordinates, rotations, and translations. Users can define transformations, such as rotations around different axes and translations along specified directions. The system allows for

0 views • 48 slides


Understanding the Energy-Momentum Tensor of the Electromagnetic Field

Exploring the intricacies of the energy-momentum tensor of the electromagnetic field, including its components, symmetries, and implications on field interactions and invariants. Delve into the mathematical derivations and transformations involved in studying this fundamental concept in electromagne

0 views • 19 slides


Understanding Nucleon Structure: Insights from EIC Workshop

Exploring the mechanics of nucleons and the physics goals of the Electron-Ion Collider (EIC), this content delves into the origin of nucleon mass and spin, emergent properties of dense gluon systems, and energy-momentum tensor in QCD. It discusses the role of gluons in understanding nucleon structur

0 views • 31 slides


Understanding Photosynthesis: Energy Transformations and Chlorophyll Absorption

In the process of photosynthesis, light energy is converted into chemical energy stored in sugar molecules through multiple energy transformations. Chlorophyll plays a key role in capturing light energy. By separating chlorophyll from leaf tissue and analyzing its absorbance at various wavelengths u

0 views • 13 slides


Overcoming Memory Constraints in Deep Neural Network Design

Limited availability of high bandwidth on-device memory presents a challenge in exploring new architectures for deep neural networks. Memory constraints have been identified as a bottleneck in state-of-the-art models. Various strategies such as Tensor Rematerialization, Bottleneck Activations, and G

0 views • 32 slides


Understanding the Acceleration of the Universe and the Equivalence Principle Violation in the Horndeski Vector-Tensor Theory

Exploring the implications of the Equivalence Principle Violation after reheating in the context of the accelerated expansion of the universe. The study delves into the Horndeski vector-tensor theory, gravitational waves, and the impact of modified gravity and dark energy. Insights are provided on t

2 views • 20 slides


Understanding the Hall Effect in Conductors

The Hall Effect in conductors is described in detail, showcasing how a magnetic field affects the conductivity tensor, breaking symmetry and leading to unique properties. The discussion covers the separation of the conductivity tensor, the impact of magnetic fields on conductivity components, and th

1 views • 16 slides


Improved Rectangular Matrix Multiplication Using Coppersmith-Winograd Tensor

In this research, the complexity of rectangular matrix multiplication is enhanced by analyzing the fourth power of the Coppersmith-Winograd tensor. By extending the understanding of the tensor's power, significant advancements have been made in the efficiency of non-square matrix multiplication, sur

0 views • 25 slides


Dynamic Load Balancing in Block-Sparse Tensor Contractions

This paper discusses load balancing algorithms for block-sparse tensor contractions, focusing on dynamic load balancing challenges and implementation strategies. It explores the use of Global Arrays (GA), performance experiments, Inspector/Executor design, and dynamic buckets implementation to optim

1 views • 32 slides


Accuracy-Aware Program Transformations for Energy-Efficient Computing

Explore the concept of accuracy-aware program transformations led by Sasa Misailovic and collaborators at MIT CSAIL. The research focuses on trading accuracy for energy and performance, harnessing approximate computing, and applying automated transformations in program optimization. Discover how to

0 views • 20 slides


Innovations and Transformations in Condensed Matter Physics

Accelerating mainstream developments in condensed matter physics involves inducing electronic states and phases through strong external influences like electric or optical impacts. Notable successes include superconductivity manipulation and laser-induced transformations, with significant contributi

0 views • 38 slides


Rely-Guarantee-Based Simulation for Concurrent Program Transformations

Explore a rely-guarantee-based simulation approach for verifying concurrent program transformations, including compilers for concurrent programs, fine-grained implementations, and software transactional memory. Learn about defining correctness, compositionality, and verification aspects in the conte

0 views • 25 slides


Communication Costs in Distributed Sparse Tensor Factorization on Multi-GPU Systems

This research paper presented an evaluation of communication costs for distributed sparse tensor factorization on multi-GPU systems. It discussed the background of tensors, tensor factorization methods like CP-ALS, and communication requirements in RefacTo. The motivation highlighted the dominance o

0 views • 34 slides


Non-Negative Tensor Factorization with RESCAL

This article discusses non-negative tensor factorization with RESCAL, covering topics such as Non-Negative Matrix Factorization, Multiplicative Updates, RESCAL for Relational Learning, and Non-Negative Constraint for RESCAL. It explores how factorizing matrices/tensors into non-negative factors can

0 views • 11 slides


Input Elimination Transformations for Scalable Verification and Trace Reconstruction

This work introduces new input elimination techniques for scalable model checking in industrial applications, focusing on trace reconstruction. The transformations aim to make the netlist more tractable for solving, involving various algorithms such as retiming, phase abstraction, and bitwidth reduc

0 views • 27 slides


Extensions of Hamiltonian Formalism in Classical Mechanics and Mathematical Methods

Lecture 9 on the extensions of Hamiltonian formalism covers topics such as the Virial theorem, canonical transformations, and the Hamilton-Jacobi formalism. It delves into proofs and examples related to the Virial theorem, including applications to the harmonic oscillator and circular orbits in grav

0 views • 26 slides