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ENERGY CHANGEMAKERS – Reservoir Management with Unified Ensemble Modeling and Well Placement

February 29 @ 7:30 am - 9:00 am

$55.00 – $75.00


Unveiling a Revolutionary Change in Reservoir Management with Unified Ensemble Modeling and Well Placement

Presented by Amine Nabi, Subsurface Technical LeadHalliburton Landmark

WHERE: The Calgary Petroleum Club

WHEN: February 29th, 2023 – 7:30 AM – 9:00 AM

The presentation is followed by a networking session.

The ticket includes a breakfast buffet.



Navigating the complex decision-making process for multi-million-dollar reservoir development projects presents significant challenges. Failure to meet initial oil or gas production projections or encountering premature water breakthroughs can lead to substantial financial implications for energy companies. This tech talk introduces Unified Ensemble Modeling, a groundbreaking approach that places uncertainty management at the core of reservoir modeling and emphasizes risk awareness in decision-making.

Our methodology leverages data across all scales to construct geological scenarios and comprehensively evaluate subsurface uncertainties. Through the creation of an ensemble of models that integrate static and dynamic data concurrently, while at the same time accounting for geological and engineering uncertainties, our approach provides a robust analytical solution.

This ensemble analytics tool offers swift insights into potential reservoir targets and facilitates the generation, comparison, and optimization of development scenarios to achieve these targets.

Coupling ensemble analytic tools with a comprehensive subsurface interpretation solution enables integration of high-density geologic data with regional understanding of reservoir structures provides geologic plausibility to interpretations and accurate real-time insights. The result being optimized well placement and more-informed well execution.

Unified Ensemble Modeling contributes to the enhancement of asset value by delivering dependable probabilistic production forecasts, effective well placement, and thereby mitigating development risks. Additionally, our approach accelerates the investment decision-making process through a gradual, fit-for-purpose strategy that initiates with simple models and incorporates complexity as necessary.



Amine is a seasoned professional with nearly a decade of dedicated service at Halliburton, Landmark Product Service Line, a testament to his commitment and expertise in the oil and gas sector. Hailing from a Geoscience background, Amine has cultivated a wealth of experience across diverse international locations, contributing significantly to Halliburton Landmark’s global presence.

Throughout his tenure, Amine has been at the forefront of various projects, strategically focused on accelerating customer workflows and addressing complex challenges. His passion for customer success extends beyond conventional objectives, as he actively works towards reducing carbon footprints and enhancing oil recovery and reservoir performance.

Amine’s dedication to staying abreast of technological advancements is evident in his enthusiasm for the evolving landscape of the oil and gas industry. He firmly believes in the transformative power of artificial intelligence (AI) and its pivotal role in unlocking immense potential for reservoirs and operational efficiency.

As an individual who embraces challenges, Amine continues to be a driving force in reshaping the future of the oil and gas industry through innovation and forward-thinking strategies.


Welcome to CHOA Energy Changemakers!

This year-long series features insightful, interactive talks by technical and business leaders who are shaping the future of Canadian energy.

Each event includes dedicated time to network and learn from each other.

Let’s get together and learn something new!






February 29
7:30 am - 9:00 am
$55.00 – $75.00
Event Categories:
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+1 403 269 1755
View Organizer Website


The Calgary Petroleum Club
319 5 Ave SW
Calgary, Alberta T2P 0L5 Canada
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