Global atmospheric data assimilation with multi-modal masked autoencoders. - Vandal, Thomas J.; Duffy, Kate; McDuff, Daniel; Nachmany, Yoni; Hartshorn, Chris (CoRR, 2024)

Temporal Interpolation of Geostationary Satellite Imagery With Optical Flow. - Vandal, Thomas J.; Nemani, Ramakrishna R. (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing. - Duffy, Kate; Vandal, Thomas J.; Wang, Weile; Nemani, Ramakrishna R.; Ganguly, Auroop R. (IEEE Trans. Neural Networks Learn. Syst., 2023)

Multisensor Machine Learning to Retrieve High Spatiotemporal Resolution Land Surface Temperature. - Duffy, Kate; Vandal, Thomas J.; Nemani, Ramakrishna R. (IEEE Access, 2022)

Spectral Synthesis for Geostationary Satellite-to-Satellite Translation. - Vandal, Thomas; McDuff, Daniel; Wang, Weile; Duffy, Kate; Michaelis, Andrew R.; Nemani, Ramakrishna R. (IEEE Trans. Geosci. Remote. Sens., 2022)

Dense Feature Tracking of Atmospheric Winds with Deep Optical Flow. - Vandal, Thomas J.; Duffy, Kate; McCarty, Will; Sewnath, Akira; Nemani, Ramakrishna R. (2022)

Quantum-assisted associative adversarial network: applying quantum annealing in deep learning. - Wilson, Max; Vandal, Thomas; Hogg, Tad; Rieffel, Eleanor Gilbert (Quantum Mach. Intell., 2021)

GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems. - Nemani, Ramakrishna R.; Wang, Weile; Hashimoto, Hirofumi; Michaelis, Andrew R.; Vandal, Thomas; Lyapustin, Alexei I.; Zhang, Jia; Lee, Tsengdar J.; Kalluri, Satya; Takenaka, Hideaki; Higuchi, Atsushi; Ichii, Kazuhito; et al. (2020)

High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder. - Gao, Nicholas; Wilson, Max; Vandal, Thomas; Vinci, Walter; Nemani, Ramakrishna R.; Rieffel, Eleanor Gilbert (2020)

High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder. - Gao, Nicholas; Wilson, Max; Vandal, Thomas; Vinci, Walter; Nemani, Ramakrishna R.; Rieffel, Eleanor Gilbert (CoRR, 2020)

Spectral Synthesis for Satellite-to-Satellite Translation. - Vandal, Thomas; McDuff, Daniel; Wang, Weile; Michaelis, Andrew R.; Nemani, Ramakrishna R. (CoRR, 2020)

DeepEmSat: Deep Emulation for Satellite Data Mining. - Duffy, Kate; Vandal, Thomas; Li, Shuang; Ganguly, Sangram; Nemani, Ramakrishna R.; Ganguly, Auroop R. (Frontiers Big Data, 2019)

First Provisional Land Surface Reflectance Product from Geostationary Satellite Himawari-8 AHI. - Li, Shuang; Wang, Weile; Hashimoto, Hirofumi; Xiong, Jun; Vandal, Thomas; Yao, Jing; Qian, Lexiang; Ichii, Kazuhito; Lyapustin, Alexei I.; Wang, Yujie; Nemani, Ramakrishna R. (Remote. Sens., 2019)

Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning. - Wilson, Max; Vandal, Thomas; Hogg, Tad; Rieffel, Eleanor Gilbert (CoRR, 2019)

Optical Flow for Intermediate Frame Interpolation of Multispectral Geostationary Satellite Data. - Vandal, Thomas; Nemani, Ramakrishna R. (CoRR, 2019)

Deep Learning Emulation of Multi-Angle Implementation of Atmospheric Correction (MAIAC). - Duffy, Kate; Vandal, Thomas; Wang, Weile; Nemani, Ramakrishna R.; Ganguly, Auroop R. (CoRR, 2019)

Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version. - Vandal, Thomas; Kodra, Evan; Ganguly, Sangram; Michaelis, Andrew R.; Nemani, Ramakrishna R.; Ganguly, Auroop R. (2018)

Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning. - Vandal, Thomas; Kodra, Evan; Dy, Jennifer G.; Ganguly, Sangram; Nemani, Ramakrishna R.; Ganguly, Auroop R. (2018)

Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning. - Vandal, Thomas; Kodra, Evan; Dy, Jennifer G.; Ganguly, Sangram; Nemani, Ramakrishna R.; Ganguly, Auroop R. (CoRR, 2018)

DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution. - Vandal, Thomas; Kodra, Evan; Ganguly, Sangram; Michaelis, Andrew R.; Nemani, Ramakrishna R.; Ganguly, Auroop R. (2017)

Prediction and Uncertainty Quantification of Daily Airport Flight Delays. - Vandal, Thomas; Livingston, Max; Piho, Camen; Zimmerman, Sam (2017)

DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution. - Vandal, Thomas; Kodra, Evan; Ganguly, Sangram; Michaelis, Andrew R.; Nemani, Ramakrishna R.; Ganguly, Auroop R. (CoRR, 2017)

Event detection: Ultra large-scale clustering of facial expressions. - Vandal, Thomas; McDuff, Daniel; Kaliouby, Rana El (2015)