Physics Expert for Statistical Physics & Quantum Info
Listing checked September 15, 2026 · pay as published by Micro1
Overview
micro1 seeks Physics PhDs to join a research-driven customer project that blends theoretical physics with numerical benchmarking. You will apply your expertise to help train next-generation AI systems, focusing on areas like replicated random-bond Ising/Ashkin-Teller models, the toric-code threshold, and the Nishimori line. This part-time, fully remote contractor role offers flexible hours (5-10+ hrs/week) and pays $100-$200/hr. No prior AI experience is needed; your domain knowledge is what matters.
What You'll Do5
- 1Analyze complex statistical physics phenomena, with emphasis on replicated random-bond Ising/Ashkin-Teller models, the toric-code threshold, and the Nishimori line.
- 2Provide clear, well-documented solutions or critiques for problems involving Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, and domain-wall free energy.
- 3Conduct advanced numerical work, especially simulations and interpretation of the 4-state Potts model.
- 4Identify, discuss, and resolve technical challenges related to noncontractible loop defects and associated topological features.
- 5Serve as a Solver, Auditor, or Adjudicator on project assignments, based on your experience and subfield strengths.
Requirements5
- 1PhD or equivalent experience in physics, with specialization in statistical physics, quantum information, or condensed matter theory.
- 2Hands-on experience applying Kramers-Wannier duality, quenched disorder averaging, and square-lattice self-duality in research or project settings.
- 3Proven proficiency in numerical simulations of the 4-state Potts model and analysis of domain-wall free energy.
- 4Familiarity with topological quantum codes, particularly the toric code and its threshold phenomena.
- 5Ability to deliver clear, well-documented solutions or critiques of complex physics problems.
Who Should Apply
This role suits physics PhDs with deep expertise in statistical physics, quantum information, or condensed matter theory, especially those who have directly worked with Kramers-Wannier duality, quenched disorder averaging, and numerical simulations like the 4-state Potts model. Candidates with familiarity with topological quantum codes, such as the toric code, will find the work particularly relevant. The role is less suitable for those without a strong theoretical physics background or hands-on experience in these specific areas. A common reason candidates get rejected is lacking direct experience with the required models and techniques, such as replicated random-bond Ising models or domain-wall free energy analysis. Another pitfall is insufficient documentation or clarity in presenting solutions, which is critical for this project.
Salary Insight
Compensation for this role ranges from $100 to $200 per hour, as stated in the job description. The final rate will likely depend on your experience and expertise.
Location
Compensation
$100–200/hr
Required Skills
Application Tip
In your application, highlight specific projects where you applied Kramers-Wannier duality, quenched disorder averaging, or numerical simulations of the 4-state Potts model. Quantify your results, such as improvements in simulation accuracy or efficiency, to demonstrate your hands-on expertise.
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