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Eliu Huerta

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CASE (Consortium for Advanced Science and Engineering) Senior Scientist

University of Chicago

United States

Research Interests

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Recent Grants

Grant: Open

Collaborative Research: Frameworks: SINAPSE: Scalable Infrastructure for AI-coupled Predictive Simulation Enhancement

Open Date: 2025-10-01

Close Date: 2028-09-01

Grant: Open

Diaspora project

Open Date: 2023-01-01

Close Date: 2028-01-01

Grant: Close

Frameworks: Garden: A FAIR Framework for Publishing and Applying AI Models for Translational Research in Science, Engineering, Education, and Industry

Open Date: 2022-07-01

Close Date: 2026-06-01

Grant: Close

PALISADE‐X: Privacy‐Preserving Analysis and Learning in Secure and Distributed Enclaves and Exascale Systems

Open Date: 2021-10-01

Close Date: 2022-09-01

Grant: Close

Advancing Sustainable Agriculture

Open Date: 2021-08-01

Close Date:

Articles (16)

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2026

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2023

Collaborators (13)

Lynda Brinson

Professor

Duke University

UNITED STATES

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Médéric Boquien

Professeur des Universités (full professor)

Université Côte d'Azur

FRANCE

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Kibaek Kim

Senior Scientist at-Large

University of Chicago

UNITED STATES

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Tekin Bicer

Computer Scientist

Argonne National Laboratory

UNITED STATES

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Geoffrey Fox

University of Virginia

UNITED STATES

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Abhishek Joshi

University of Illinois Urbana–Champaign

UNITED STATES

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Alessandra Corsi

Professor

Johns Hopkins University

UNITED STATES

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Volodymyr Kindratenko

University of Illinois at Urbana-Champaign

UNITED STATES

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Daniel S. Katz

University of Illinois at Urbana-Champaign

UNITED STATES

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Mark Neubauer

Professor

University of Illinois at Urbana-Champaign

UNITED STATES

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Ralf Stephan Klessen

Professor

Ruprecht Karls Universität Heidelberg

GERMANY

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Janice Lee

Chief Scientist

NSF NOIRLab

UNITED STATES

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Huihuo Zheng

Assistant Computer Scientist

Argonne National Laboratory

UNITED STATES

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Eliu Huerta

Research Interests

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Recent Grants

Articles (16)

From atomistic models to machine learning: Predictive design of nanocarbons under extreme conditions

Sequence modeling of higher-order wave modes of quasi-circular, spinning, non-precessing binary black hole mergers

Radio Afterglow Detection and AI-driven Response (RADAR): A Federated Framework for Gravitational-wave Event Follow-up

Resolving turbulent magnetohydrodynamics: a hybrid operator-diffusion framework

Machine Learning-Driven Conservative-to-Primitive Conversion in Hybrid Piecewise Polytropic and Tabulated Equations of State

Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources: A Case Study on Federated Fine-Tuning of LLaMA 2

APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics

Physics-inspired spatiotemporal-graph AI ensemble for the detection of higher order wave mode signals of spinning binary black hole mergers

A generative artificial intelligence framework based on a molecular diffusion model for the design of metal-organic frameworks for carbon capture

Star Cluster Classification using Deep Transfer Learning with PHANGS-HST

FAIR for AI: An interdisciplinary and international community building perspective

FAIR AI models in high energy physics

Numerical relativity higher order gravitational waveforms of eccentric, spinning, nonprecessing binary black hole mergers

Magnetohydrodynamics with physics informed neural operators

Applications of physics informed neural operators

End-to-end AI framework for interpretable prediction of molecular and crystal properties

Collaborators (13)

Lynda Brinson

Médéric Boquien

Kibaek Kim

Tekin Bicer

Geoffrey Fox

Abhishek Joshi

Alessandra Corsi

Volodymyr Kindratenko

Daniel S. Katz

Mark Neubauer

Ralf Stephan Klessen

Janice Lee

Huihuo Zheng

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