Why Computational/Applied Mathematics?
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Transcript of Why Computational/Applied Mathematics?
Why Computational/Applied Mathematics?
Jon M. Ernstberger
January, 2010
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus?
Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?
Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
The Origins of Calculus
I Who are the two people credited with the origination ofcalculus? Hint: Gravity
Newton and Leibniz!
I Why?Algebra wasn’t enough!
I Can algebra describe:
1. Planetary motion?
2. Area under a nonlinear curve?
3. Oscillation?
What’s the point?
Mathematics has always had a purpose.
What are Applied and Computational Mathematics?
I Applied Mathematics: The branches of mathematics whichdeal with the application of well-defined mathematicaltechniques to solve modern problems.
I Computational Mathematics: The branch of appliedmathematics which deals with the implementation of thosetechniques on computers to solve difficult problems.
What’s the big deal?
I These softwares are everywhere!
I Jobs abound for people with these skills!
What are Applied and Computational Mathematics?
I Applied Mathematics: The branches of mathematics whichdeal with the application of well-defined mathematicaltechniques to solve modern problems.
I Computational Mathematics: The branch of appliedmathematics which deals with the implementation of thosetechniques on computers to solve difficult problems.
What’s the big deal?
I These softwares are everywhere!
I Jobs abound for people with these skills!
What are Applied and Computational Mathematics?
I Applied Mathematics: The branches of mathematics whichdeal with the application of well-defined mathematicaltechniques to solve modern problems.
I Computational Mathematics: The branch of appliedmathematics which deals with the implementation of thosetechniques on computers to solve difficult problems.
What’s the big deal?
I These softwares are everywhere!
I Jobs abound for people with these skills!
What are Applied and Computational Mathematics?
I Applied Mathematics: The branches of mathematics whichdeal with the application of well-defined mathematicaltechniques to solve modern problems.
I Computational Mathematics: The branch of appliedmathematics which deals with the implementation of thosetechniques on computers to solve difficult problems.
What’s the big deal?
I These softwares are everywhere!
I Jobs abound for people with these skills!
What are Applied and Computational Mathematics?
I Applied Mathematics: The branches of mathematics whichdeal with the application of well-defined mathematicaltechniques to solve modern problems.
I Computational Mathematics: The branch of appliedmathematics which deals with the implementation of thosetechniques on computers to solve difficult problems.
What’s the big deal?
I These softwares are everywhere!
I Jobs abound for people with these skills!
What You Can Do: Jet Propulsion Laboratories (JPL)
Figure: Images courtesy NASA/JPL-Caltech. Top: Panoramic view fromthe rover. Lower-right: Overhead shot of Mars Rover.
Mathematicians work on:
1. Optimal scheduling oftransmissions.
2. Efficient resource use (optimalcontrol!).
3. Design of solar panels.
What You Can Do: NASA
Figure: Courtesy of NASA. Top:Shuttle Discovery. Bottom: Shuttletiles.
I Recall the explosion of theshuttle Columbia onFebruary 1, 2003.
I Due to foam insulation offthe main tank striking theleft wing.
I Launched a frenzy overNon-Destructive Evaluation(NDE).
What You Can Do: NASA(2)
Non-Destructive Evaluation Involves:
I The use of Tera-Hertz waves (THz). There were only two ofthese in the U.S. Both owned by NASA.
I HIGHLY nonlinear numerical optimization. (If you have data,make a model fit that data!).
I Turn this all into a handheld device for instant identificationof the crack.
I This is non-trivial problem with applications in aerospace andnautical engineering.
What You Can Do: Smart MaterialsI Nano-positioning (AFM,
right top).
I Sonar (Terfenol-D).
I Jet-engine chevrons.
I Energy harvesting (soldiers,ships, cars).
Figure: Courtesy ofhttp://www.hec.nasa.gov/
.
Figure: Courtesy of http://www.nanopicoftheday.org
Figure: Courtesy ofhttp://aml.seas.ucla.edu/
What You Can Do: Smart Materials (2)
Working with smart materialsoften requires:
I Numerical optimization.
I Mathematical modeling.
What You Can Do: Biological Mathematics
I Cancer Modeling (top)
I HIV/AIDS Modeling(bottom-right)
I Parkinson’s Disease(bottom-left)
I Heart disease, etc.
Figure: Dopamine neuron courtesyof http://www.sciam.com/.
Figure: Courtesy ofhttp://www.intmath.com/.
What You Can Do: MORE!
I EncryptionI The NSA wants
encryption experts.I RSA Encryption
I DefenseI Attack detection.I Vaccine production.
I More BIOI High res. imaging.I Internal processes
(circulatory system)
I Search Engines (Google)I Computer Science
I Parallel computingI Image De-blurring (right)
Sustainable Energy - Wave/Tidal Energy
I Uses the kineticenergy in the wavesto generateelectricity!
I One basically uses theperpetual energy ofthe moon to powernational energy.
I Several designs
What You Need to Know?
I Calculus
I Differential Equations (Ordinary and Partial)
I Mathematical Modeling
I Numerical Analysis
I Statistics and Statistical Inference
I Abstract and Linear Algebra
I Analysis
I Intricate knowledge of a programming language.
Guess What?The more you know about other mathematical fields, the more aptyou will be to solve your problem