SlideShare a Scribd company logo
1 of 155
Vectors and
Tensors
Class 5: Tensors and Tensor Algebra
Reading: BSL, Appendix A
Logistics
Exams and Grading Scheme
Exam 2
March
2
Thursday
4 PM
Exam 3
April
24
Monday
2:30 PM
Exam 1
February
2
Thursday
4 PM
Attendance
10%
20% 30% 40%
2
You’re Here…
Motivation
and
Overview
Momentum
Transport:
Molecular Level
Notation
Vector
Algebr
a
Tensor
Algebra
Momentum Transport:
Microscopic Level
Calculus
Exam 1
Feb 2
Structure
• Molecular
mechanisms
• Vectors and
tensors
• Shell balances
• Equations of
change
• Steady,
unidirectional
flows
• Dimensional
analysis
• Time-dependence
• 2D flows
• Stream Function
• Potential flow
• Boundary layer
theory
• Turbulence
• Friction factors
• Macroscopic
balances
• Non-Newtonian
fluids
Section 2
ODEs
Section 3
PDEs
Section 4
And more…
Section 1
Fundamental
Review- Rectangular Coordinates
x
y
z
1
2
3
Review- Relationship #1
Review- Relationship #1
Review- Relationship #1
Review- Relationship #2
Review- Relationship #2
Review- Relationship #2
11 22 12 21
Review- Relationship #3
Review- The Kronecker Delta: Simplifier
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- The Kronecker Delta: Simplifier
Step 1: Delete the Kronecker delta
Step 2: Delete the summation over one of the two indexes of the Kronecker delta
Step 3: In the remaining terms, replace the deleted index with the other one
Review- Unit Vectors
x y z
Review- Unit Vectors
Review- Component Form
Review- Addition and Subtraction
Review- Dot Product
Review- Cross Product
Outline
• Vector identity
• A new vector multiplication
• Unit dyads
• Tensors: Component form
• Tensor operations
• Addition and subtraction
• Multiplication
•
Vector Identity: Example 1
Vector Vector
Scalar Scalar
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
11 22 12 21
Vector Identity: Example 1, LHS
11 22 12 21
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, LHS
Vector Identity: Example 1, RHS
Vector Identity: Example 1, RHS
Vector Identity: Example 1, RHS
Vector Identity: Example 1, RHS
LHS = RHS
Vector Multiplication
Vector Multiplication
Vector Multiplication
Vector
Scalar
Vector Multiplication: Dyadic Product
“ordered pair of coordinate directions”
9
Vector Multiplication: Unit Dyads
Vector Multiplication: Unit Dyads
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Vector
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Unit Dyads: Dot Product with a Unit Vector
Vector
Unit Dyads: Dot Product
Unit Dyads: Dot Product
Unit Dyads: Dot Product
Tenso
r
Unit Dyads: Cross Product with a Unit Vector
Unit Dyads: Cross Product with a Unit Vector
Unit Dyads: Cross Product with a Unit Vector
Unit Dyads: Cross Product with a Unit Vector
Unit Dyads: Cross Product with a Unit Vector
Unit Dyads: Cross Product with a Unit Vector
Tenso
r
Unit Dyads: Double Dot Product
Unit Dyads: Scalar Double Product
Unit Dyads: Scalar Double Product
Unit Dyads: Scalar Double Product
Scalar
Tensors: Component Form
Tensors: Component Form
Vectors: Dyadic Product
Vectors: Dyadic Product
Vectors: Dyadic Product
Tenso
r
Tensors: Addition and Subtraction
Tensors: Addition and Subtraction
Tensors: Addition and Subtraction
Tenso
r
Tensors: Multiplications
Scalars
Vectors Tensors Tensors
Dot
Cross
Dyadic
Dot
Cross
Dyadic
Double Dot
Tensors: Multiplication with a Scalar
Tensors: Multiplication with a Scalar
Tensors: Multiplication with a Scalar
Tenso
r
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Vector
Tensors: Dot Product with a Vector
Tensors: Dot Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Cross Product with a Vector
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tensors: Single Dot Product
Tenso
r
Tensors: Double Dot Product
Tensors: Double Dot Product
Tensors: Double Dot Product
Tensors: Double Dot Product
Tensors: Double Dot Product
Tensors: Double Dot Product
Scalar
Tensor Identity: Example 1
•
Tensor Tensor
Scalar
Vector Vector

More Related Content

Similar to ATP Class 05 Vectors and Tensors 3 (1).pptx

LinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptLinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptAruneshAdarsh
 
LinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptLinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptHumayilZia
 
Motion 5 vectors introduction (shared)
Motion 5 vectors   introduction (shared)Motion 5 vectors   introduction (shared)
Motion 5 vectors introduction (shared)LThistlewood
 
Fundamentals of Machine Learning.pptx
Fundamentals of Machine Learning.pptxFundamentals of Machine Learning.pptx
Fundamentals of Machine Learning.pptxWiamFADEL
 

Similar to ATP Class 05 Vectors and Tensors 3 (1).pptx (9)

Data Mining Lecture_9.pptx
Data Mining Lecture_9.pptxData Mining Lecture_9.pptx
Data Mining Lecture_9.pptx
 
LinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptLinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.ppt
 
LinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.pptLinearAlgebra_2016updatedFromwiki.ppt
LinearAlgebra_2016updatedFromwiki.ppt
 
Motion 5 vectors introduction (shared)
Motion 5 vectors   introduction (shared)Motion 5 vectors   introduction (shared)
Motion 5 vectors introduction (shared)
 
Vectors v5
Vectors v5Vectors v5
Vectors v5
 
Fundamentals of Machine Learning.pptx
Fundamentals of Machine Learning.pptxFundamentals of Machine Learning.pptx
Fundamentals of Machine Learning.pptx
 
vector QUANTIZATION
vector QUANTIZATIONvector QUANTIZATION
vector QUANTIZATION
 
vector QUANTIZATION
vector QUANTIZATIONvector QUANTIZATION
vector QUANTIZATION
 
vector QUANTIZATION
vector QUANTIZATIONvector QUANTIZATION
vector QUANTIZATION
 

Recently uploaded

Lab Manual Arduino UNO Microcontrollar.docx
Lab Manual Arduino UNO Microcontrollar.docxLab Manual Arduino UNO Microcontrollar.docx
Lab Manual Arduino UNO Microcontrollar.docxRashidFaridChishti
 
Introduction to Heat Exchangers: Principle, Types and Applications
Introduction to Heat Exchangers: Principle, Types and ApplicationsIntroduction to Heat Exchangers: Principle, Types and Applications
Introduction to Heat Exchangers: Principle, Types and ApplicationsKineticEngineeringCo
 
"United Nations Park" Site Visit Report.
"United Nations Park" Site  Visit Report."United Nations Park" Site  Visit Report.
"United Nations Park" Site Visit Report.MdManikurRahman
 
Raashid final report on Embedded Systems
Raashid final report on Embedded SystemsRaashid final report on Embedded Systems
Raashid final report on Embedded SystemsRaashidFaiyazSheikh
 
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...Roi Lipman
 
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdfInstruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdfEr.Sonali Nasikkar
 
Theory for How to calculation capacitor bank
Theory for How to calculation capacitor bankTheory for How to calculation capacitor bank
Theory for How to calculation capacitor banktawat puangthong
 
Online book store management system project.pdf
Online book store management system project.pdfOnline book store management system project.pdf
Online book store management system project.pdfKamal Acharya
 
Maher Othman Interior Design Portfolio..
Maher Othman Interior Design Portfolio..Maher Othman Interior Design Portfolio..
Maher Othman Interior Design Portfolio..MaherOthman7
 
AI in Healthcare Innovative use cases and applications.pdf
AI in Healthcare Innovative use cases and applications.pdfAI in Healthcare Innovative use cases and applications.pdf
AI in Healthcare Innovative use cases and applications.pdfmahaffeycheryld
 
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...Lovely Professional University
 
Multivibrator and its types defination and usges.pptx
Multivibrator and its types defination and usges.pptxMultivibrator and its types defination and usges.pptx
Multivibrator and its types defination and usges.pptxalijaker017
 
Operating System chapter 9 (Virtual Memory)
Operating System chapter 9 (Virtual Memory)Operating System chapter 9 (Virtual Memory)
Operating System chapter 9 (Virtual Memory)NareenAsad
 
BORESCOPE INSPECTION for engins CFM56.pdf
BORESCOPE INSPECTION for engins CFM56.pdfBORESCOPE INSPECTION for engins CFM56.pdf
BORESCOPE INSPECTION for engins CFM56.pdfomarzaboub1997
 
Software Engineering - Modelling Concepts + Class Modelling + Building the An...
Software Engineering - Modelling Concepts + Class Modelling + Building the An...Software Engineering - Modelling Concepts + Class Modelling + Building the An...
Software Engineering - Modelling Concepts + Class Modelling + Building the An...Prakhyath Rai
 
Online crime reporting system project.pdf
Online crime reporting system project.pdfOnline crime reporting system project.pdf
Online crime reporting system project.pdfKamal Acharya
 
Final DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manualFinal DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manualBalamuruganV28
 
Electrical shop management system project report.pdf
Electrical shop management system project report.pdfElectrical shop management system project report.pdf
Electrical shop management system project report.pdfKamal Acharya
 
SLIDESHARE PPT-DECISION MAKING METHODS.pptx
SLIDESHARE PPT-DECISION MAKING METHODS.pptxSLIDESHARE PPT-DECISION MAKING METHODS.pptx
SLIDESHARE PPT-DECISION MAKING METHODS.pptxCHAIRMAN M
 
5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...archanaece3
 

Recently uploaded (20)

Lab Manual Arduino UNO Microcontrollar.docx
Lab Manual Arduino UNO Microcontrollar.docxLab Manual Arduino UNO Microcontrollar.docx
Lab Manual Arduino UNO Microcontrollar.docx
 
Introduction to Heat Exchangers: Principle, Types and Applications
Introduction to Heat Exchangers: Principle, Types and ApplicationsIntroduction to Heat Exchangers: Principle, Types and Applications
Introduction to Heat Exchangers: Principle, Types and Applications
 
"United Nations Park" Site Visit Report.
"United Nations Park" Site  Visit Report."United Nations Park" Site  Visit Report.
"United Nations Park" Site Visit Report.
 
Raashid final report on Embedded Systems
Raashid final report on Embedded SystemsRaashid final report on Embedded Systems
Raashid final report on Embedded Systems
 
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...
The battle for RAG, explore the pros and cons of using KnowledgeGraphs and Ve...
 
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdfInstruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
Instruct Nirmaana 24-Smart and Lean Construction Through Technology.pdf
 
Theory for How to calculation capacitor bank
Theory for How to calculation capacitor bankTheory for How to calculation capacitor bank
Theory for How to calculation capacitor bank
 
Online book store management system project.pdf
Online book store management system project.pdfOnline book store management system project.pdf
Online book store management system project.pdf
 
Maher Othman Interior Design Portfolio..
Maher Othman Interior Design Portfolio..Maher Othman Interior Design Portfolio..
Maher Othman Interior Design Portfolio..
 
AI in Healthcare Innovative use cases and applications.pdf
AI in Healthcare Innovative use cases and applications.pdfAI in Healthcare Innovative use cases and applications.pdf
AI in Healthcare Innovative use cases and applications.pdf
 
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...
Activity Planning: Objectives, Project Schedule, Network Planning Model. Time...
 
Multivibrator and its types defination and usges.pptx
Multivibrator and its types defination and usges.pptxMultivibrator and its types defination and usges.pptx
Multivibrator and its types defination and usges.pptx
 
Operating System chapter 9 (Virtual Memory)
Operating System chapter 9 (Virtual Memory)Operating System chapter 9 (Virtual Memory)
Operating System chapter 9 (Virtual Memory)
 
BORESCOPE INSPECTION for engins CFM56.pdf
BORESCOPE INSPECTION for engins CFM56.pdfBORESCOPE INSPECTION for engins CFM56.pdf
BORESCOPE INSPECTION for engins CFM56.pdf
 
Software Engineering - Modelling Concepts + Class Modelling + Building the An...
Software Engineering - Modelling Concepts + Class Modelling + Building the An...Software Engineering - Modelling Concepts + Class Modelling + Building the An...
Software Engineering - Modelling Concepts + Class Modelling + Building the An...
 
Online crime reporting system project.pdf
Online crime reporting system project.pdfOnline crime reporting system project.pdf
Online crime reporting system project.pdf
 
Final DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manualFinal DBMS Manual (2).pdf final lab manual
Final DBMS Manual (2).pdf final lab manual
 
Electrical shop management system project report.pdf
Electrical shop management system project report.pdfElectrical shop management system project report.pdf
Electrical shop management system project report.pdf
 
SLIDESHARE PPT-DECISION MAKING METHODS.pptx
SLIDESHARE PPT-DECISION MAKING METHODS.pptxSLIDESHARE PPT-DECISION MAKING METHODS.pptx
SLIDESHARE PPT-DECISION MAKING METHODS.pptx
 
5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...5G and 6G refer to generations of mobile network technology, each representin...
5G and 6G refer to generations of mobile network technology, each representin...
 

ATP Class 05 Vectors and Tensors 3 (1).pptx