GeoMix: scalable geoscientific array data management. - Yaoliang Chen; Xiaomin Xu 001; Pohan Li; Siyuan Lu 003; Sheng Huang; Wei Lu; Kevin Brown (Middleware (Industry Track), 2013)

PAIRS: A scalable geo-spatial data analytics platform. - Levente J. Klein; Fernando J. Marianno; Conrad M. Albrecht; Marcus Freitag; Siyuan Lu 003; Nigel Hinds; Xiaoyan Shao; Sergio Bermudez Rodriguez; Hendrik F. Hamann (IEEE BigData, 2015)

Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction. - Siyuan Lu 003; Youngdeok Hwang; Ildar Khabibrakhmanov; Fernando J. Marianno; Xiaoyan Shao; Jie Zhang 054; Bri-Mathias S. Hodge; Hendrik F. Hamann (ECC, 2015)

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery. - Siyuan Lu 003; Xiaoyan Shao; Marcus Freitag; Levente J. Klein; Jason D. Renwick; Fernando J. Marianno; Conrad M. Albrecht; Hendrik F. Hamann (IEEE BigData, 2016)

Solar irradiance forecasting by machine learning for solar car races. - Xiaoyan Shao; Siyuan Lu 003; Theodore G. van Kessel; Hendrik F. Hamann; Leda Daehler; Jeffrey Cwagenberg; Alan Li (IEEE BigData, 2016)

Toward large-scale crop production forecasts for global food security. - G. Badr; Levente J. Klein; Marcus Freitag; Conrad M. Albrecht; Fernando J. Marianno; Siyuan Lu 003; Xiaoyan Shao; Nigel Hinds; Gerrit Hoogenboom; Hendrik F. Hamann (IBM J. Res. Dev., 2016)

On the usefulness of solar energy forecasting in the presence of asymmetric costs of errors. - Ildar Khabibrakhmanov; Siyuan Lu 003; Hendrik F. Hamann; Kevin Warren (IBM J. Res. Dev., 2016)

Event clustering & event series characterization on expected frequency. - Conrad M. Albrecht; Marcus Freitag; Theodore G. van Kessel; Siyuan Lu 003; Hendrik F. Hamann (IEEE BigData, 2017)

Dynamic cloud motion forecasting from satellite images. - Sergiy Zhuk; Tigran T. Tchrakian; Albert Akhriev; Siyuan Lu 003; Hendrik F. Hamann (CDC, 2017)

Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images. - Sergiy Zhuk; Tigran T. Tchrakian; Albert Akhriev; Siyuan Lu 003; Hendrik F. Hamann (CoRR, 2017)

Forecast of Solar Energy Production - A Deep Learning Approach. - Rui Zhang; Minwei Feng; Wei Zhang 022; Siyuan Lu 003; Fei Wang 001 (ICBK, 2018)

An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending. - Cong Feng; Mingjian Cui; Bri-Mathias S. Hodge; Siyuan Lu 003; Hendrik F. Hamann; Jie Zhang 054 (CoRR, 2018)

A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations. - Mingjian Cui; Jie Zhang 054; Bri-Mathias S. Hodge; Siyuan Lu 003; Hendrik F. Hamann (IEEE Trans. Smart Grid, 2018)

N-dimensional geospatial data and analytics for critical infrastructure risk assessment. - Levente J. Klein; Conrad M. Albrecht; Wang Zhou; Carlo Siebenschuh; Sharathchandra Pankanti; Hendrik F. Hamann; Siyuan Lu 003 (IEEE BigData, 2019)

Synthesizing simulation and field data of solar irradiance. - Furong Sun; Robert B. Gramacy; Benjamin Haaland; Siyuan Lu 003; Youngdeok Hwang (Stat. Anal. Data Min., 2019)

PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data. - Wang Zhou; Levente J. Klein; Siyuan Lu 003 (IEEE BigData, 2020)

Map Generation from Large Scale Incomplete and Inaccurate Data Labels. - Rui Zhang; Conrad M. Albrecht; Wei Zhang 022; Xiaodong Cui; Ulrich Finkler; David S. Kung 001; Siyuan Lu 003 (KDD, 2020)

Next-generation geospatial-temporal information technologies for disaster management. - Conrad M. Albrecht; Bruce Elmegreen; Oki Gunawan; Hendrik F. Hamann; Levente J. Klein; Siyuan Lu 003; F. Mariano; Carlo Siebenschuh; Johannes Schmude (IBM J. Res. Dev., 2020)

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling. - Conrad M. Albrecht; Rui Zhang; Xiaodong Cui; Marcus Freitag; Hendrik F. Hamann; Levente J. Klein; Ulrich Finkler; Fernando J. Marianno; Johannes Schmude; Norman Bobroff; Wei Zhang 022; Carlo Siebenschuh; et al. (ISPRS Int. J. Geo Inf., 2020)