Nychka, Douglas W.
- A Case Study Competition Among Methods for Analyzing Large Spatial Data
2017/10/13 by Matthew J. Heaton, Abhirup Datta, Heaton, Matthew J. +24 · 21 citations
Environmental Science · Computer Science · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Data Management and Algorithms
- Fast covariance parameter estimation of spatial Gaussian process models\n using neural networks
2020/12/30 by Florian Gerber, Douglas Nychka, Gerber, Florian +1 · 3 citations
Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Estimating Precipitation Extremes using Log-Histospline
2018/02/26 by Whitney K. Huang, Huang, Whitney K., Douglas Nychka +3 · 1 citation
Earth and Planetary Sciences · Environmental Science · #62 #Climate variability and models #FOS: Computer and information sciences #Hydrology and Drought Analysis #Meteorological Phenomena and Simulations #Methodology (stat.ME)