# ResearcherProblemDomains

From HPC Wiki

## Researcher Problem Domains

The table below, from a from a May 2015 survey of of researchers, lists the problem domain classifications and specific area within that classification for which researchers were using NJIT HPC and BD.

Number | General classification | Specific area |
---|---|---|

1 | Bioinfomatics | Metagenomics classification |

2 | Bioinfomatics | Data analysis |

3 | Bioinformatics | Whole genome alignments, genome evolution |

4 | Bioinformatics, text analysis | Predicting gender and extracting health topics using social media text data |

5 | Biophysics | Molecular dynamics simulation |

6 | Computational Chemistry | Thermo chemistry and molecular structure |

7 | Computational PDE | Reaction-diffusion coupled with odes |

8 | Computational biophysics | Gaussian 09 |

9 | Computational chemistry | Molecular structures, energies and reaction transition states, vibration frequencies, electronic properties |

10 | Computational fluid dynamics | Non newtonian multiphase flows |

11 | Computational fluid dynamics | simulation and modeling of nano-scale and complex fluid flows |

12 | Computational fluid dynamics | Thin film flows |

13 | Condensed matter physics | Fortran or C programs written by me or group members |

14 | Electromagnetism, Wave propagation | Big data |

15 | Granular science | Tapped system simulation |

16 | Image forensics | Training classifiers and also testing for |

17 | Materials research | DFT and electron scattering |

18 | Monte Carlo | simulations, optimization |

19 | Neural networks, genetic algorithms | algorithms neural network analysis of image/video data& |

20 | Software verification, static analysis | static analysis of source code in order to derive static analysis of artifacts such as termination, correctness |

21 | Statistical analysis | Bootstrap sampling, anomaly detection |

22 | Statistical analysis | Multiprocessing and big data analysis |

23 | Statistical analysis, cuda | Brain computer interfaces, neural networks |

24 | Steganalysis and image forensics | Extract huge features from huge number of images and conduct classification with proper classifier |

25 | Transportation data analysis | Travel time, vehicle time travelled, vehicle count, peak hour traffic count, etc |