Doctoral Researcher In Quantum-inspired Tensor Network Machine Learning Solvers For Super-moiré Van Der Waals Materials

Aalto University

Espoo, Finland
Starting salary approx. 3,075€pmnth; includes occu...
Onsite
Tensor network frameworks
Python programming skills
Julia programming skills
Aalto University is seeking a Doctoral Researcher to develop quantum-inspired tensor network machine learning solvers for super-moiré van der Waals materials. The role involves interdisciplinary research at the intersection of quantum many-body physics, materials science, and machine learning, primarily utilizing programming skills in Python and Julia

Job Summary

  • The role involves developing novel solvers based on tensor networks to solve exceptionally large emergent quantum states ranging from topological to out-of-equilibrium systems.
  • Candidates will work at the interface between quantum many-body physics, materials science, and machine learning using Julia and Python.
  • The position offers access to world-class research infrastructure in high performance computing and support for professional development including international conferences.

Matching Summary

Match Score: 85

Aalto University is seeking a Doctoral Researcher to develop quantum-inspired tensor network machine learning solvers for super-moiré van der Waals materials. The role involves interdisciplinary research at the intersection of quantum many-body physics, materials science, and machine learning, primarily utilizing programming skills in Python and Julia.

Salary

Starting salary approx. 3075€/month; Includes occupational healthcare; Annual workload 1612 hours

Skills & Requirements

Must-have

  • Tensor network frameworks
  • Python programming skills
  • Julia programming skills
  • Computational quantum many-body methods
  • Emergent states in van der Waals moire materials

Nice-to-have

  • Interest in topological phases
  • Experience with active-learning strategies
  • Familiarity with STM spectroscopy
  • Collaborative interdisciplinary approach

Key Requirements

  • MSc degree in physics or related field
  • Strong interest in computational quantum many-body methods
  • Fluency in English (spoken and written)

Work Rights

Not specified

Tailored Resume

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