Scientific Consulting and Data Analysis
Flatirons employ personnel with expertise in all areas of scientific computing and data analysis. We routinely provide services for
Time Series Analysis
Exploratory analysis, anomaly detection, curve fitting, prediction and forecasting, signal processing and time domain filtering
Frequency Domain Analysis
Estimation of power spectra, digital filtering, fast Fourier transform, Transfer functions, Wavelet transform and filtering
Model Fitting
Fitting smooth models to datasets in any number of dimensions, least squares analysis, interpolation, principal components analysis
Machine Learning
Time series forecasting using deep learning, data assimilative modeling
Large Dataset Preprocessing and Cleaning
Outlier and anomaly detection and removal, filtering and smoothing, interpolation, Monte Carlo methods
Partial Differential Equations
Modeling real-world phenomena, finite difference methods, finite element methods, mesh generation, sparse matrix solvers