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Nathan Urban

Group Leader

Brookhaven National Laboratory

United States

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Professors in United States Professors in Climate Science Climate Science professors in United States

Articles (10)

Year:

2026

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

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2024

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2024

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2023

Year:

2023

Collaborators (3)

Tamanna Subba

Atmospheric Scientist/Research Scientist

Brookhaven National Laboratory

UNITED STATES

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Soumya Dutta

Assistant Professor

Indian Institute of Technology Kanpur

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Kriti Chopra

Assistant Computational Scientist

Brookhaven National Laboratory

UNITED STATES

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Nathan Urban

Research Interests

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Articles (10)

A Framework for Parametric and Predictive Uncertainty Quantification in the E3SM Land Model: Assessing Site and Observable Generalizability

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis

When Uncertainty-Based Active Learning May Fail?

Multi-objective latent space optimization of generative molecular design models

Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design

Identifying Bayesian optimal experiments for uncertain biochemical pathway models

Julia for HPC: In Situ Data Analysis with Julia for Climate Simulations at Large Scale

Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks

Exploring ice sheet model sensitivity to ocean thermal forcing and basal sliding using the Community Ice Sheet Model (CISM)

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation

Collaborators (3)

Tamanna Subba

Soumya Dutta

Kriti Chopra

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