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Simulation-based inference for parameter estimation of complex watershed simulators.
Published in:
Hydrology & Earth System Sciences, 2024, v. 28, n. 20, p. 4685, doi. 10.5194/hess-28-4685-2024
By:
- Hull, Robert;
- Leonarduzzi, Elena;
- De La Fuente, Luis;
- Viet Tran, Hoang;
- Bennett, Andrew;
- Melchior, Peter;
- Maxwell, Reed M.;
- Condon, Laura E.
Publication type:
Article
Water Table Depth Estimates over the Contiguous United States Using a Random Forest Model.
Published in:
Ground Water, 2024, v. 62, n. 1, p. 34, doi. 10.1111/gwat.13362
By:
- Ma, Yueling;
- Leonarduzzi, Elena;
- Defnet, Amy;
- Melchior, Peter;
- Condon, Laura E.;
- Maxwell, Reed M.
Publication type:
Article
Using simulation-based inference to determine the parameters of an integrated hydrologic model: a case study from the upper Colorado River basin.
Published in:
Hydrology & Earth System Sciences Discussions, 2022, p. 1, doi. 10.5194/hess-2022-345
By:
- Hull, Robert;
- Leonarduzzi, Elena;
- De La Fuente, Luis;
- Tran, Hoang Viet;
- Bennett, Andrew;
- Melchior, Peter;
- Maxwell, Reed M.;
- Condon, Laura E.
Publication type:
Article
Spatio‐Temporal Machine Learning for Regional to Continental Scale Terrestrial Hydrology.
Published in:
Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 6, p. 1, doi. 10.1029/2023MS004095
By:
- Bennett, Andrew;
- Tran, Hoang;
- De la Fuente, Luis;
- Triplett, Amanda;
- Ma, Yueling;
- Melchior, Peter;
- Maxwell, Reed M.;
- Condon, Laura E.
Publication type:
Article
Simulation-Based Inference for Parameter Estimation of Complex Watershed Simulators.
Published in:
Hydrology & Earth System Sciences Discussions, 2024, p. 1, doi. 10.5194/hess-2023-264
By:
- Hull, Robert;
- Leonarduzzi, Elena;
- De La Fuente, Luis;
- Tran, Hoang Viet;
- Bennett, Andrew;
- Melchior, Peter;
- Maxwell, Reed M.;
- Condon, Laura E.
Publication type:
Article
A Physics-Informed, Machine Learning Emulator of a 2D Surface Water Model: What Temporal Networks and Simulation-Based Inference Can Help Us Learn about Hydrologic Processes.
Published in:
Water (20734441), 2021, v. 13, n. 24, p. 3633, doi. 10.3390/w13243633
By:
- Maxwell, Reed M.;
- Condon, Laura E.;
- Melchior, Peter
Publication type:
Article
Development of a Deep Learning Emulator for a Distributed Groundwater–Surface Water Model: ParFlow-ML.
Published in:
Water (20734441), 2021, v. 13, n. 23, p. 3393, doi. 10.3390/w13233393
By:
- Tran, Hoang;
- Leonarduzzi, Elena;
- De la Fuente, Luis;
- Hull, Robert Bruce;
- Bansal, Vineet;
- Chennault, Calla;
- Gentine, Pierre;
- Melchior, Peter;
- Condon, Laura E.;
- Maxwell, Reed M.
Publication type:
Article
Lightweight starshade position sensing with convolutional neural networks and simulation-based inference.
Published in:
Journal of Astronomical Telescopes, Instruments & Systems, 2023, v. 9, n. 2, p. 25002, doi. 10.1117/1.JATIS.9.2.025002
By:
- Chen, Andrew;
- Harness, Anthony;
- Melchior, Peter
Publication type:
Article
Astrometry with the Wide-Field Infrared Space Telescope.
Published in:
Journal of Astronomical Telescopes, Instruments & Systems, 2019, v. 5, n. 4, p. 44005, doi. 10.1117/1.JATIS.5.4.044005
By:
- Astrometry Working Group:, The WFIRST;
- Sanderson, Robyn E.;
- Bellini, Andrea;
- Casertano, Stefano;
- Lu, Jessica R.;
- Melchior, Peter;
- Libralato, Mattia;
- Bennett, David;
- Shao, Michael;
- Rhodes, Jason;
- Sohn, Sangmo Tony;
- Malhotra, Sangeeta;
- Gaudi, Scott;
- Fall, S. Michael;
- Nelan, Ed;
- Guhathakurta, Puragra;
- Anderson, Jay;
- Ho, Shirley
Publication type:
Article

Found: 9