Automatic differentiation using C++ for calculation of higher order derivatives than 1 (part 4)

• Report this article

Peter Foelsche

Peter Foelsche

Published Nov 18, 2024

+ Follow

I cannot publish this here, as there is no math equation editor.

That's why as an external .pdf here -- you might have to download it first.

The previous part of this series can be found here!

To view or add a comment, sign in

More articles by Peter Foelsche

• Reverse-mode automatic differentiation (part 5)

  Dec 27, 2024

  Reverse-mode automatic differentiation (part 5)

  Please find the .pdf here!

  1
• An application area for boost::container::flat_map<>

  Dec 21, 2024

  An application area for boost::container::flat_map<>

  Find the .pdf here!

  3
• Variable-Free-Representation of expression trees

  Nov 14, 2024

  Variable-Free-Representation of expression trees

  I would like to introduce you to an idea I had a couple of years ago. It is based on immutable & unique objects of a…

  3

  4 Comments
• Automatic differentiation and exploiting SIMD architectures (part 3)

  Nov 13, 2024

  Automatic differentiation and exploiting SIMD architectures (part 3)

  The 2nd part of this series can be found here. SIMD has been available for quite some time in CPU architectures used in…

  11
• Automatic differentiation using C++ exploiting meta programming (part 2)

  Nov 12, 2024

  Automatic differentiation using C++ exploiting meta programming (part 2)

  A readable & functioning version of the code can be found at github. As was pointed out, the naive application of the…

• Automatic differentiation using C++ part 1

  Nov 11, 2024

  Automatic differentiation using C++ part 1

  When I started my first job in the EDA industry, I was implementing transistor models like BSIM3, Gummel-Poon, HICUM…

• Shared pointers to immutable & unique objects in a multithreaded environment

  Nov 10, 2024

  Shared pointers to immutable & unique objects in a multithreaded environment

  The first time I touched Java I came across java.lang.

  7
• template-mixins by example of a high-performance dynamic_cast substitute

  Nov 6, 2024

  template-mixins by example of a high-performance dynamic_cast substitute

  The code shown here can also be found at https://github.com/ExcessPhase/dynamic_cast_substitute.

  4
• auto sLazy = make_lazy(functional);

  Nov 5, 2024

  auto sLazy = make_lazy(functional);

  The code discussed here can be found at https://github.com/ExcessPhase/make_lazy.

• Why is there no circuit simulator exploiting Halley's method?

  Feb 6, 2021

  Why is there no circuit simulator exploiting Halley's method?

  Under certain circumstances circuit simulators have problems finding a solution. In such cases exploitation of Halley's…

  2

  1 Comment

Show more

See all articles