Works by Melchior, Peter

Results: 10

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

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

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

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

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

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

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

A Deep‐Learning Based Parameter Inversion Framework for Large‐Scale Groundwater Models.

Published in:

Geophysical Research Letters, 2025, v. 52, n. 8, p. 1, doi. 10.1029/2024GL114285

By:

Triplett, Amanda;
Bennett, Andrew;
Condon, Laura E.;
Melchior, Peter;
Maxwell, Reed M.

Publication type:

Article