Plasma–Materials Scientist for Multiphysics & AI Surrogates

Green14 Ab; Stockholms kommun; On-site; SEK 700,000 - 900,000; Full time

Job summary

GREEN14 is building a bridge between experiments, physics, chemistry and AI to create fast surrogate models for high-temperature industrial processes. Based in Stockholm, we operate a plasma reactor and run multiphysics simulations to understand plasma-material interactions.

The role sits between process engineering, computational science and industry, and involves translating physics and chemistry into computational models, validating predictions with experimental data and developing surrogate

Qualifications

• PhD or equivalent experience in computational chemistry, materials science, chemical engineering, physical chemistry, computational materials science or a related field.
• You understand areas such as high-temperature thermodynamics, reaction kinetics, phase transformations, surface reactions, plasma chemistry or heat and mass transfer.
• Experience with multiphysics, CFD, COMSOL, thermodynamic or kinetic modelling, CALPHAD, plasma modelling, Python or scientific computing is valuable.

Responsibilities

• Bridge process engineering, computational science and industry to connect experiments with models.
• Model plasma–material interactions inside the reactor and identify essential physics to include.
• Validate predictions with experimental data and refine surrogate models for faster decisions.

Skills

multiphysics

CFD

COMSOL

thermodynamic modelling

kinetic modelling

CALPHAD

plasma modelling

Python

scientific computing

Education

PhD or equivalent experience in computational chemistry, materials science, chemical engineering, physical chemistry, computational materials science or a related field

Tools

COMSOL

Python

Job description

GREEN14 is building a bridge between experiments, physics, chemistry and AI to create fast surrogate models for high-temperature industrial processes. Based in Stockholm, we operate a plasma reactor and run multiphysics simulations to understand plasma-material interactions.

The role sits between process engineering, computational science and industry, and involves translating physics and chemistry into computational models, validating predictions with experimental data and developing surrogate