Arun Sharma

Employment

• University of Minnesota Graduate Research Assistant
  2018 - Present

Education

• University of Minnesota Ph.D.
  2018 - 2025
• University at Buffalo, State University of New York Masters in Science
  2016 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (21)

• Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning
  5th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE), Singapore, 1/20/26 2026
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• Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory Generation
  2025 DOI: 10.1145/3748636.3762749
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• Towards Physics-guided Generative Foundation Models
  2025 DOI: 10.1145/3764915.3770717
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• Towards Physics-informed Diffusion for Anomaly Detection in Trajectories: A Summary of Results
  2025 DOI: 10.1145/3764914.3770595
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• Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results
  2025 DOI: 10.1145/3764921.3770153
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• Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results
  GeoSIM '25, 11/3/25 2025
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• Discovering Super-Colocation Patterns: A Summary of Results
  2025 DOI: 10.1145/3748777.3748790
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• Spatial Distribution-Shift Aware Knowledge-Guided Machine Learning
  AAAI 2025, 2/25/25 2025
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• Towards Physics-Guided Foundation Models
  AAAI 2025 Bridge on Knowledge-guided Machine Learning 2025
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• Spatially-Delineated Domain-Adapted AI Classification
  2025 SIAM International Conference on Data Mining, SDM 2025, Alexandria, United States, 5/1/25 2025 DOI: 10.1137/1.9781611978520.53
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