eiGroup / Ventures / eiLink

|› Applied Science & Engineering · Powered by eiGroup

Scientific clarity. Engineering confidence.

We transform scientific expertise and multidisciplinary curiosity into validated engineering and research-driven solutions that enable industries to solve complex challenges and scale innovation.

01 / Positioning

eiLink is the applied science and engineering center that helps industry and academic partners solve complex multidisciplinary challenges through research-driven insight and practical R&D.

Mission

We transform scientific expertise and multidisciplinary curiosity into validated engineering and research-driven solutions that enable industries to solve complex challenges and scale innovation.

Vision

Become the leading source of multidisciplinary R&D breakthroughs that shape future industries and enable the global scaling of scientific ideas into practical engineering solutions.

We deliver scientific clarity and engineering confidence that help industries turn complex challenges into scalable progress.

02 / Disciplines

Eight fields.
One lab.

Real problems rarely respect a single discipline. eiLink brings mathematicians, physicists and engineers to the same table — so the answer is whole, not partial.

Mathematics

Formal modeling, numerical methods and optimisation that turn messy systems into solvable structure.

Physics

First-principles reasoning about waves, fields and materials that grounds every model in reality.

AI

Machine learning and applied AI that extend scientific intuition across data too large to read by hand.

Petroleum engineering

Well, production and recovery analysis that connects subsurface science to field economics.

Reservoir engineering

Flow simulation and history matching that predict how a reservoir behaves before you commit capital.

Geology

Stratigraphic and structural interpretation that explains why the rock is where it is.

Geophysics

Seismic, gravity and electromagnetic methods that image what no drill bit has yet reached.

Chemical engineering

Process, reaction and separation design that scales lab chemistry into reliable production.

03 / Services

What we do.

Four ways partners engage eiLink — from open research questions to a working prototype you can put in front of a customer.

  1. 01

    Applied research

    We take the open scientific question behind your problem and run it to a defensible, peer-reviewable answer — grounded in first principles and validated against real data.

    Sample deliverable: a validated research report with reproducible methods and quantified uncertainty.

  2. 02

    Technical consulting

    Multidisciplinary review and advisory that pressure-tests your assumptions, de-risks a technical decision and tells you what the data can and cannot support.

    Sample deliverable: a decision memo with options, trade-offs and a recommended path.

  3. 03

    Modeling

    Physics-based and data-driven models — from reservoir simulation to process and material models — calibrated to your conditions and ready to inform planning.

    Sample deliverable: a calibrated, documented model with a scenario and sensitivity suite.

  4. 04

    Prototyping

    We turn a validated concept into a working prototype — an instrument, algorithm or tool — engineered well enough to test with real users and real workloads.

    Sample deliverable: a functional prototype with a test report and a path to production.

04 / Case studies

Proof in the field.

Each engagement below shipped a result a partner relied on — not a slide deck. Read the full write-up for the methods and the numbers.

Featured · Energy / Reservoir engineering · 2025

Modeling a heterogeneous carbonate reservoir — without the usual two-year delay.

A partner faced a multi-year characterisation effort on a notoriously heterogeneous carbonate. We combined geology, geophysics and reservoir engineering into a single calibrated model — and delivered a planning-grade answer in months, not years.

Read the full case study
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05 / Publications & partnerships

We publish.
We partner.

eiLink works alongside universities, research institutes and industry partners — and the methods we use are written up, not hidden.

University
Institute
Partner Lab
Operator
Foundation
Consortium
Faculty
Industry
Research
Academia
See how we partner
06 / Team

Who you'll work with.

Senior scientists and engineers who have spent careers in the field — and who stay on the problem from first question to working result.

Dr. Leyla Karimova

Lead, Reservoir & Petroleum Engineering

Dr. Samir Aliyev

Lead, Geophysics & Applied Physics

Dr. Nina Petrova

Lead, Applied Mathematics & AI

Meet the wider team

|› Start a project

Bring us your hardest technical problem.