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Book recommendation request: A good C++ based software development book for a computational mathematician

I'm hoping that this type of question is on-topic, and I have put in a little hunting to make sure it isn't a flat out repeat. If it is either of the above, I apologize in advance. I'm an early career ...
Chessnerd321's user avatar
2 votes
1 answer
795 views

Reference request: C++ and numerical analysis book

I'm a master student with a good Numerical analysis background. I'm going to do a master thesis in the same subject, but I need to use C++ since my advisor loves it, and I also believe it's the best ...
FEGirl's user avatar
  • 435
2 votes
2 answers
373 views

Writing code on the CPU while developing, running it on the GPU when live - which approach?

In my simulations I am using dense matrix-vector multiplications and 2D-fft transformations quite often, for matrix sizes of 8kx8k and up. Hence, I assume that using a GPU is beneficial for speeding ...
arc_lupus's user avatar
  • 563
4 votes
3 answers
1k views

Best software to do big number calculations quickly

I am trying to do some work on some math conjecture. I am testing the conjecture numbers using very large math numbers (100+ digits ). I am currently using python to test these numbers. In the ...
Rahul Shah's user avatar
1 vote
3 answers
1k views

C++ mixed integer nonlinear programming (MINLP) solver

Doing research project in material involving (mixed integer nonlinear programming) MINLP problem, we want to implement MINLP based on C++, because the majority of our project is based on C++. What ...
user40780's user avatar
  • 243
3 votes
1 answer
334 views

non-smooth convex c++ solver

I happened to know that there are advanced established techniques for non-smooth convex optimization in research. For example, these two papers: Nesterov, "Smooth minimization of non-smooth functions"...
user40780's user avatar
  • 243
9 votes
2 answers
10k views

Programming Finite Element Methods in C++

I am trying to develop a library for finite element methods in C++ and for that I am looking at the data structures for meshes. Based on what I've read up on fenics and deal.ii, the general ...
gk1's user avatar
  • 332
7 votes
1 answer
147 views

Do C++ matrix libraries translate compound vector operations to single loops?

I am trying to replicate Fortran90 array syntax using a C++ library. The libraries themselves are discussed at length in this question. They can all do something like this: ...
Max Hutchinson's user avatar
3 votes
2 answers
145 views

C++ library to mutate pdb residues

Are there any open source libraries available to mutate PDB protein residues? If so are do you have any examples of them?
user1876508's user avatar
30 votes
9 answers
2k views

What is a good way to run parameter studies in C++

The problem I'm currently working on a Finite Element Navier Stokes simulation and I would like to investigate the effects of a variety of parameters. Some parameters are specified in an input file ...
okmatija's user avatar
  • 505