PhD: Symmetry & Breaking in Deep Learning (Funded, 4 yrs)

Laplace Expert Ltd; Amsterdam; Hybrid; EUR 36,000 - 45,000; Full time

Benefits offered by this job

Full-time appointment

Paid salary

Job summary

University of Amsterdam offers multiple PhD positions in symmetry and symmetry breaking in deep learning, based in Amsterdam, focusing on mathematical and statistical physics with neural network experiments. Applicants should hold a strong master's in mathematics, physics, CS, or AI, and have strong Python skills.

The positions are full-time with a four-year contract and Dutch doctoral salary scale. Funding is EUR 3,204–4,051 gross per month, period per month, with application by 8 December

Qualifications

• Strong mathematical background and research programming experience.
• Experience with neural networks and symmetry in ML.
• Proven ability to work independently on theoretical and computational projects.

Responsibilities

• Conduct research on symmetry and symmetry breaking in deep learning.
• Test, analyze and validate theoretical models with experiments.
• Collaborate with supervisors and other PhD researchers on publications.

Skills

Python

Neural networks

Statistical physics

Symmetry in ML

Education

Master's degree in mathematics/physics/CS/AI

Job description

University of Amsterdam offers multiple PhD positions in symmetry and symmetry breaking in deep learning, based in Amsterdam, focusing on mathematical and statistical physics with neural network experiments. Applicants should hold a strong master's in mathematics, physics, CS, or AI, and have strong Python skills.

The positions are full-time with a four-year contract and Dutch doctoral salary scale. Funding is EUR 3,204–4,051 gross per month, period per month, with application by 8 December