projects/
18 pages · Updated July 28, 2026
Pages
- Case Studies
- Combining Machine Learning and Reservoir Simulation for Robust Optimization of Completion Design and Well Location of Unconventional Wells | Tachyus
- Application of Physics Embedded Machine Learning Models to Optimize Downhole Pump Size and Reactivate Closed Wells | Tachyus
- Injection Optimization of a Complex Waterflood in Argentina using Data Physics: Field Implementation and Results | Tachyus
- Design And Implementation of a Comprehensive Carbon Emissions Accounting, Forecasting, Monitoring and Reporting Platform | Tachyus
- Calculating Production and Injection Allocation by Layer in a Multilayered Waterflood Using a Combination of Machine Learning and Reservoir Physics | Tachyus
- Constrained, Multi-objective, Steamflood Injection Redistribution Optimization, using a Cloud-distributed, Metamodel-assisted, Memetic Optimization Algorithm | Tachyus
- Injection Optimization of a Steamflood in California using Data Physics: Field Implementation and Results | Tachyus
- Combining Machine Learning and Physics for Robust Optimization of Completion Design and Well Location of Unconventional Wells in the Permian Basin | Tachyus
- Evaluating and Optimizing a Program to Reactivate Water Injectors in a Mature Field by Integrating Conventional Physics with Artificial Intelligence | Tachyus
- Management and Optimization of a Large Waterflood Operation Applying a Physics Embedded Machine Learning Workflow | Tachyus
- Automation of Greenhouse Gas Emission Estimates Associated with Natural Gas Production in the Appalachian Basin | Tachyus
- Leveraging Data Physics for Salt Water Disposal Pressure Prediction with ConocoPhillips | Tachyus
- Evaluation of A Cyclic Water Injection Program Using A Combination of Artificial Intelligence and Reservoir Physics | Tachyus
- A Novel Fusion: Integrating Artificial Neural Networks and Production Fit Models for Swift and Coherent Data-Physics Predictive Modeling of a Mature Oil Field in Texas | Tachyus
- Optimizing a Waterflood Using a Combination of Machine Learning and Reservoir Physics. A Field Application for Reducing Fresh Water Injection with no Impact on Oil Production and Improved Carbon Intensity | Tachyus
- Optimizing In-fill Well Placement in a Mature Waterflood Field Using a Physics Embedded Machine Learning Workflow | Tachyus
- Production Acceleration for a Mature Waterflood in Kuwait through Predictive Model Combining ML with Reservoir Physics | Tachyus