MB
Michael Baldea
Research areas: Engineering · Control and Systems Engineering · Process Optimization and Integration · Advanced Control Systems Optimization · Control Systems and Identification
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Publications (335)
- An industrially-validated model of steam methane reformers for direct reduced iron production Save
- Transfer learning for neural network models of dynamical systems Save
- Predictive Design Principles for Plasma-Catalysis Save
- Atoms to Processes: The Role of Artificial Intelligence and Machine Learning in Chemical Engineering Save
- Life Cycle Greenhouse Gas Emission Impact for Alternative Uses of Byproduct Hydrogen from Steam Cracking in the United States Save
- A unified view of energy storage options for thermal process electrification Save
- Dynamic optimization for hydrogen pipeline network operations Save
- Celebrating Undergraduate Research in Chemical Engineering 2024 Save
- Plasma-Enabled Active Site Regeneration for Selective Liquid Fuel Production across Catalyst Binding Regimes in CH4-CO2 Conversion Save
- Special Issue: 2025 Class of Influential Researchers Save
- A demand bidding model for multi-product industrial plants Save
- A grid-scale study of demand bidding by large industrial users Save
- A multiscale Bayesian optimization framework for process and material codesign Save
- Festschrift Honoring Professor Phillip E. Savage Save
- Multiscale Bayesian Optimization for the Co-Design of CO2 Capture Processes and Materials Save
- Process modeling and sensitivity analysis for integrated carbon capture and conversion with ionic liquids Save
- Timing and feasibility windows for industrial heat electrification inthe United States Save
- Using the Subset Extended Kalman Filter to Adapt Pre-Trained Neural Network Models of Dynamical Systems with Limited Data Save
- 2024 in Retrospective: Trends in Chemical Engineering Save
- 2025 Excellence in Review Award Save