Ayan Biswas

Employment

• Los Alamos National Laboratory Scientist IV
  2026 - Present
• Los Alamos National Laboratory Scientist III
  2021 - 2026
• Los Alamos National Laboratory Staff Scientist II
  2018 - 2021
• Los Alamos National Laboratory Postdoctorate Researcher
  2017 - 2018
• The Ohio State University Research Assistant
  2011 - 2016

Education

• The Ohio State University PhD
  2010 - 2016
• The Ohio State University Master of Science
  2010 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (50)

• Out-of-distribution transfer of PDE foundation models to material dynamics under extreme loading
  2026 DOI: 10.48550/ARXIV.2603.04354
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• VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization
  IEEE Transactions on Visualization and Computer Graphics 2026 DOI: 10.1109/tvcg.2025.3634655
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• The Truth, the Whole Truth, and Nothing but the Truth: Automatic Visualization Evaluation from Reconstruction Quality
  2026 DOI: 10.48550/ARXIV.2603.16873
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• PDE foundation model-accelerated inverse estimation of system parameters in inertial confinement fusion
  2026 DOI: 10.48550/ARXIV.2603.04606
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• Supercritical water desalination and oxidation (SCWDO): Effectiveness on complex solutions, technoeconomic, and CO2 impact for produced water treatment
  Desalination 2025 DOI: 10.1016/j.desal.2025.118963
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• MORPH: PDE Foundation Models with Arbitrary Data Modality
  2025 DOI: 10.48550/ARXIV.2509.21670
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• SPUS: A Lightweight and Parameter-Efficient Foundation Model for PDEs
  2025 DOI: 10.48550/ARXIV.2510.01370
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• Towards Reasoning for PDE Foundation Models: A Reward-Model-Driven Inference-Time-Scaling Algorithm
  2025 DOI: 10.48550/ARXIV.2509.02846
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• Accelerated dynamic data reduction using spatial and temporal properties
  International Journal of High Performance Computing Applications 2023 DOI: 10.1177/10943420231180504
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• DYNAMIC DATA ASSIMILATION OF MPAS-O AND THE GLOBAL DRIFTER DATASET
  arXiv 2023
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