Michael Steinbach

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Knowledge‐Guided Machine Learning for Operational Flood Forecasting

  Water Resources Research · 2025-11-01 · 3 citations

• AI-enabled scientific revolution in the age of generative AI: second NSF workshop report

  npj Artificial Intelligence · 2025-08-11 · 9 citations

• Seasonal Ice Phenology of High-Latitude Lakes through Spaceborne L-Band Radiometry

  2025-08-03

• Knowledge-Guided Machine Learning for Operational Flood ForecastingPreprint

  2025-05-21

• Knowledge-Guided Machine Learning for Operational Flood Forecasting

  HydroShare Resources · 2025-05-07 · 1 citations

• Combining self-supervision and privileged information for representation learning from tabular data

  Knowledge and Information Systems · 2025-04-30

• The Aging Substantia Nigra is Characterized by ROS Accumulation Potentially Resulting in Increased Neuroinflammation and Cytoskeletal Remodeling

  Newcastle University ePrints (Newcastle Univesity) · 2025-01-01

• Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data

  2024-12-09

• Knowledge-Guided Machine Learning for Interpretable Operational Flood ForecastingPreprint

  2024-10-15

• Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems: An application on Hydrological SystemsPreprint

  arXiv (Cornell University) · 2024-07-29