# Case Studies

Here are some case studies on how Tachyus technology has helped our clients, presented at major conferences.

## Automation of Greenhouse Gas Emission Estimates Associated with Natural Gas Production in the Appalachian Basin

[Read More](/content/projects/automation-of-greenhouse-gas-emission-estimates-associated-with-natural-gas-production-in-the-appalachian-basin/index.html)

## Leveraging Data Physics for Salt Water Disposal Pressure Prediction with ConocoPhillips

[Read More](/content/projects/leveraging-data-physics-for-salt-water-disposal-pressure-prediction-with-conocophillips/index.html)

## 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

[Read More](/content/projects/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/index.html)

## Combining Machine Learning and Reservoir Simulation for Robust Optimization of Completion Design and Well Location of Unconventional Wells

[Read More](/content/projects/combining-machine-learning-and-reservoir-simulation-for-robust-optimization-of-completion-design-and-well-location-of-unconventional-wells-/index.html)

## 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

[Read More](/content/projects/a-novel-fusion%3A-integrating-artificial-neural-networks-and-production-fit-models-for-swift-and-coherent-data-physics-predictive-modeling-of-a-mature-oil-field-in-texas-/index.html)

## Design And Implementation of a Comprehensive Carbon Emissions Accounting, Forecasting, Monitoring and Reporting Platform

[Read More](/content/projects/design-and-implementation-of-a-comprehensive-carbon-emissions-accounting%2C-forecasting%2C-monitoring-and-reporting-platform/index.html)

## Injection Optimization of a Complex Waterflood in Argentina using Data Physics: Field Implementation and Results

[Read More](/content/projects/injection-optimization-of-a-complex-waterflood-in-argentina-using-data-physics%3A-field-implementation-and-results/index.html)

## Evaluation of A Cyclic Water Injection Program Using A Combination of  Artificial Intelligence and Reservoir Physics

[Read More](/content/projects/evaluation-of-a-cyclic-water-injection-program-using-a-combination-of-artificial-intelligence-and-reservoir-physics/index.html)

## Combining Machine Learning and Physics for Robust Optimization of Completion Design and Well Location of Unconventional Wells in the Permian Basin

[Read More](/content/projects/combining-machine-learning-and-physics-for-robust-optimization-of-completion-design-and-well-location-of-unconventional-wells-in-the-permian-basin/index.html)

## Injection Optimization of a Steamflood in California using Data Physics: Field Implementation and Results

[Read More](/content/projects/injection-optimization-of-a-steamflood-in-california-using-data-physics%3A-field-implementation-and-results/index.html)

## Evaluating and Optimizing a Program to Reactivate Water Injectors in a Mature Field by Integrating Conventional Physics with Artificial Intelligence

[Read More](/content/projects/evaluating-and-optimizing-a-program-to-reactivate-water-injectors-in-a-mature-field-by-integrating-conventional-physics-with-artificial-intelligence/index.html)

## Constrained, Multi-objective, Steamflood Injection Redistribution Optimization, using a Cloud-distributed, Metamodel-assisted, Memetic Optimization Algorithm

[Read More](/content/projects/constrained%2C-multi-objective%2C-steamflood-injection-redistribution-optimization%2C-using-a-cloud-distributed%2C-metamodel-assisted%2C-memetic-optimization-algorithm/index.html)

## Calculating Production and Injection Allocation by Layer in a Multilayered Waterflood Using a Combination of Machine Learning and Reservoir Physics

[Read More](/content/projects/calculating-production-and-injection-allocation-by-layer-in-a-multilayered-waterflood-using-a-combination-of-machine-learning-and-reservoir-physics/index.html)

## Management and Optimization of a Large Waterflood Operation Applying a Physics Embedded Machine Learning Workflow

[Read More](/content/projects/management-and-optimization-of-a-large-waterflood-operation-applying-a-physics-embedded-machine-learning-workflow/index.html)

## Application of Physics Embedded Machine Learning Models to Optimize Downhole Pump Size and Reactivate Closed Wells

[Read More](/content/projects/application-of-physics-embedded-machine-learning-models-to-optimize-downhole-pump-size-and-reactivate-closed-wells/index.html)

## Optimizing In-fill Well Placement in a Mature Waterflood Field Using a Physics Embedded Machine Learning Workflow

[Read More](/content/projects/optimizing-in-fill-well-placement-in-a-mature-waterflood-field-using-a-physics-embedded-machine-learning-workflow/index.html)

## Production Acceleration for a Mature Waterflood in Kuwait through Predictive Model Combining ML with Reservoir Physics

[Read More](/content/projects/production-acceleration-for-a-mature-waterflood-in-kuwait-through-predictive-model-combining-ml-with-reservoir-physics/index.html)