Research

Technical working drafts spanning chemical engineering, statistical process monitoring, lipid nanoparticle modeling, and reliable agent systems.

These drafts were prepared in July 2026. The year below provides research context only; it is not a publication date or a claim that experiments, simulations, or results were completed in that year.

• 2022: Exergy-Guided Retrofit Selection for Heat-Exchanger Networks
• 2023: Low-Carbon Dimethyl Carbonate Design Under Utility and Carbon-Credit Uncertainty
• 2023: Change-Point Detection for Sensor-Rich Chemical Processes
• 2024: Heat-Pump-Assisted Distillation: Design and Operability Trade-offs
• 2024: Causal Root-Cause Analysis for Multivariate Process Data
• 2025: Physics-Informed Surrogate Modeling for Lipid Nanoparticle Mixing and Scale-Up
• 2025: The Control-Plane Bottleneck in Agentic Workloads: A Trace-Based Capacity Model
• 2026: Semantic State Diffs as an Evaluation Layer for Long-Horizon Agents
• 2026: Evidence-Based Legacy Modernization: Contract-Scoped Software Equivalence for AI-Assisted Migrations