ResearcherProblemDomains

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