The Framework
Forging a Profitable Path Through the Impossible Trinity
Navigate the convergence of physical constraints, regulatory volatility, and capital return requirements through mathematical optimization.

Ingest Heterogeneous Data
AI-Driven Stochastic Modeling
Calculate Stranded Asset Premium
ROV Anchoring Framework
Board-Room Capital Allocation
The Dilemma Matrix
Where Transition Strategy Usually Fails
And How We Fix It
Capital Allocation Reality
The Pain
Justify $500M+ pivot
The Fix
Quantify Stranded Asset Premium. Defend WACC.
Scope 3 Data Sovereignty
The Pain
Fragmented supply chain emissions
The Fix
MACC Contract Defense for procurement.
Pilot Scaling
The Pain
Scaling hydrogen pilots without CAPEX overruns
The Fix
Physical Failure Mode Digitization. Bridge hard engineering with finance.
Strategic Whiplash
The Pain
Committing to ammonia/methanol vs waiting
The Fix
Real Options Valuation (ROV) Anchoring. Math justification to wait or strike.
KPI Arbitrator
The Pain
Safety vs Finance vs Compliance
The Fix
Cross-Departmental Financial Optimization. Link safety to cash flow.
Declassified Intelligence
Live Decision Tools
Interactive applications powering strategic capital allocation decisions.
The Architect
About Chase

"I am not selling green dreams; I am building financial shields for core assets."— Chase Ji, PhD
Credentials
- PhD in Energy Systems Engineering
- Decision Scientist
- LCA Expert
- PMP
- MIT Sustainability and Strategy Certified
Track Record
- $100M+ Projects
- 20+ Papers
- 400+ Citations
- 90+ Top Journal Reviews
- Guest Chief Editor of Top Sustainability Journal
Tech Engine
- Stochastic Programming
- Real Options Valuation
- Python/SQL Data Governance
- AI Agentic Skill/MCP Developer
- Supervised/Unsupervised Machine Learning Projection
Industry Footprint
- EMSA Contributor
- ICCT Advisor
- ABS Annual Outlook Lead Author
- Marquis Who's Who
Intelligence Dashboard
Publications, Media & Conferences
Core Publications
Potential of Hydrogen as Fuel for Shipping
European Maritime Safety Agency (EMSA)
Feasibility study of future energy options for Great Lakes shipping
International Council on Clean Transportation (ICCT)
A data-driven study of IMO compliant fuel emissions with consideration of black carbon aerosols
Ocean Engineering
Post-combustion carbon capture for tank to propeller via process modeling and simulation
Journal of CO2 Utilization
Predicting flammability-leading properties for liquid aerosol safety via machine learning
Process Safety and Environmental Protection
Speaking & Engagements
AIChE Annual Conference 2025
Dallas, TX
Hydrogen and Carbon Capture Technology Expo North America 2024
Houston, TX
SNAME Maritime Convention 2023
San Diego, CA
Advanced Bioeconomy Leadership Conference 2023
Washington DC
Ammonia Energy Conference 2022
Phoenix, AZ