Nathan M. Urban - Publications, H-index & Citations

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Nathan M. Urban

pennsylvania commonwealth system of higher education (pcshe)

25H-index

151Paper Count

2.5KCitation Count

Published Papers 25

Publication Date

Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders

Mol. Syst. Des. Eng.

IF0

2025-10-18

OAAI

A N M Nafiz Abeer; Sanket Jantre; Nathan Urban; Byung-Jun Yoon

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Antarctic climate response in Last Interglacial simulations using the Community Earth System Model (CESM2)

CLIMATE OF THE PAST

IF3.2

2024-10-24

OAAI

Berdahl, Mira; Leguy, Gunter R.; Lipscomb, William H.; Otto-Bliesner, Bette L.; Brady, Esther C.; Tomas, Robert A.; Urban, Nathan M.; Miller, Ian; Morgan, Harriet; Steig, Eric J.

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Multi-objective latent space optimization of generative molecular design models

PATTERNS

IF7.4

2024-10-01

OAAI

Abeer, A. N. M. Nafiz; Urban, Nathan M.; Weil, M. Ryan; Alexander, Francis J.; Yoon, Byung-Jun

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Identifying Bayesian optimal experiments for uncertain biochemical pathway models

SCIENTIFIC REPORTS

IF3.9

2024-07-02

OAAI

Isenberg, Natalie M.; Mertins, Susan D.; Yoon, Byung-Jun; Reyes, Kristofer G.; Urban, Nathan M.

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A Typology for Characterizing Human Action in MultiSector Dynamics Models

EARTHS FUTURE

IF8.2

2022-08-05

OAAI

Yoon, Jim; Romero-Lankao, Patricia; Yang, Y. C. Ethan; Klassert, Christian; Urban, Nathan; Kaiser, Kendra; Keller, Klaus; Yarlagadda, Brinda; Voisin, Nathalie; Reed, Patrick M.; Moss, Richard

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Differentiable programming for online training of a neural artificial viscosity function within a staggered grid Lagrangian hydrodynamics scheme

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-02-26

OAAI

Melland, Pake; Albright, Jason; Urban, Nathan M.

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A Bayesian Approach to Regional Decadal Predictability: Sparse Parameter Estimation in High-Dimensional Linear Inverse Models of High-Latitude Sea Surface Temperature Variability

JOURNAL OF CLIMATE

IF4

2020-07-15

OAAI

Foster, Dallas; Comeau, Darin; Urban, Nathan M.

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The Ongoing Need for High-Resolution Regional Climate Models: Process Understanding and Stakeholder Information

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2020-05-01

122

OAAI

Gutowski, W. J., Jr.; Ullrich, P. A.; Hall, A.; Leung, L. R.; O'Brien, T. A.; Patricola, C. M.; Arritt, R. W.; Bukovsky, M. S.; Calvin, K., V; Feng, Z.; Jones, A. D.; Kooperman, G. J.; Monier, E.; Pritchard, M. S.; Pryor, S. C.; Qian, Y.; Rhoades, A. M.; Roberts, A. F.; Sakaguchi, K.; Urban, N.; Zarzycki, C.

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SCALABLE EXTENDED DYNAMIC MODE DECOMPOSITION USING RANDOM KERNEL APPROXIMATION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2019-05-09

OAAI

Degennaro, Anthony M.; Urban, Nathan M.

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Validation of sea ice models using an uncertainty-based distance metric for multiple model variables

JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

IF3.4

2017-04-08

OAAI

Urrego-Blanco, Jorge R.; Hunke, Elizabeth C.; Urban, Nathan M.; Jeffery, Nicole; Turner, Adrian K.; Langenbrunner, James R.; Booker, Jane M.

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Uncertainty in model parameters and regional carbon fluxes: A model-data fusion approach

AGRICULTURAL AND FOREST METEOROLOGY

IF5.7

2014-06-01

PREAI

Xiao, Jingfeng; Davis, Kenneth J.; Urban, Nathan M.; Keller, Klaus

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Improving North American terrestrial CO2 flux diagnosis using spatial structure in land surface model residuals

BIOGEOSCIENCES

IF3.9

2013-07-11

OAAI

Hilton, T. W.; Davis, K. J.; Keller, K.; Urban, N. M.

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Quantum Cascade Laser-Based Sensing for Carbon Sequestration Leakage Monitoring

IEEE SENSORS JOURNAL

IF4.5

2013-06-01

PREAI

Escarra, Matthew D.; Le, Loan T.; Urban, Nathan M.; Oppenheimer, Michael; Gmachl, Claire F.

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What is the effect of unresolved internal climate variability on climate sensitivity estimates?

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

IF3.4

2013-05-29

OAAI

Olson, R.; Sriver, R.; Chang, W.; Haran, M.; Urban, N. M.; Keller, K.

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Upper bounds on twenty-first-century Antarctic ice loss assessed using a probabilistic framework

NATURE CLIMATE CHANGE

IF27.1

2013-03-17

PREAI

Little, Christopher M.; Oppenheimer, Michael; Urban, Nathan M.

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Probabilistic framework for assessing the ice sheet contribution to sea level change

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2013-01-24

OAAI

Little, Christopher M.; Urban, Nathan M.; Oppenheimer, Michael

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Constraints on hyperthermals Reply

NATURE GEOSCIENCE

IF16.1

2012-03-30

PREAI

Cui, Ying; Kump, Lee R.; Ridgwell, Andy J.; Charles, Adam J.; Junium, Christopher K.; Diefendorf, Aaron F.; Freeman, Katherine H.; Urban, Nathan M.; Harding, Ian C.

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A climate sensitivity estimate using Bayesian fusion of instrumental observations and an Earth System model

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

IF3.4

2012-02-21

OAAI

Olson, Roman; Sriver, Ryan; Goes, Marlos; Urban, Nathan M.; Matthews, H. Damon; Haran, Murali; Keller, Klaus

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Upscaling carbon fluxes from towers to the regional scale: Influence of parameter variability and land cover representation on regional flux estimates

JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES

IF3.5

2011-09-01

OAAI

Xiao, Jingfeng; Davis, Kenneth J.; Urban, Nathan M.; Keller, Klaus; Saliendra, Nicanor Z.

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Slow release of fossil carbon during the Palaeocene-Eocene Thermal Maximum

NATURE GEOSCIENCE

IF16.1

2011-06-05

201

PREAI

Cui, Ying; Kump, Lee R.; Ridgwell, Andy J.; Charles, Adam J.; Junium, Christopher K.; Diefendorf, Aaron F.; Freeman, Katherine H.; Urban, Nathan M.; Harding, Ian C.

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Research Directions