Lesson 1
Ambiguity in Reservoir Data
Judging simulation reliability when data is incomplete or conflicting.
Start2 Micro-lessons
Micro lesson 1
Conflicting Pressure ReadingsMicro lesson 2
Missing Historical Production DataLesson 2
Nonlinear Effects and Scaling
Recognizing compounding errors and nonlinear behaviors in simulation models.
Start2 Micro-lessons
Micro lesson 1
Unexpected Water BreakthroughMicro lesson 2
Scaling Up from Pilot to FieldLesson 3
Trade-offs and Long-term Consequences
Calibrating decisions under uncertainty and anticipating delayed outcomes.
Start2 Micro-lessons
Micro lesson 1
Short-term Gains vs. Long-term DamageMicro lesson 2
When to Pause Simulation Adjustments