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1–2 jobs· newest first

Physics-Informed Machine Learning Postdoctoral ResearcherNew
LLNL · Livermore, US
$123K–$123KHybrid · Temporary · Associate
Assistant Professor - Quantum Information Science, Machine Learning - Physics
USF University of South Florida · Tampa, US
Full-time

+10K new in the last hour

Physics-Informed Machine Learning Postdoctoral Researcher

LLNL · Posted Nov 11, 2026

Livermore, California, United States
Hybrid
Temporary · Associate
$123K–$123K per year

0–5 years

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Develop and apply advanced computational methods for modeling complex physical systems using physics-informed machine learning.

Compensation

$123,048 Annually

Responsibilities

Develop physics-informed machine-learning methods for computational mechanics and scientific simulation.
Integrate governing equations, conservation laws, boundary conditions, and material constraints into machine-learning models.
Develop, train, validate, and evaluate neural networks, surrogate models, reduced-order models, and other scientific machine-learning methods.
Analyze computational and experimental data to identify physical relationships, model parameters, and constitutive behavior.
Perform computational mechanics simulations using finite-element, finite-volume, or related numerical methods.

Requirements

PhD in computational mechanics
PhD in mechanical engineering
PhD in applied mathematics
PhD in computational science
PhD in physics

Skills

physics-informed machine learning scientific machine learning computational mechanics numerical methods finite-element methods finite-volume methods neural networks surrogate models reduced-order models Python PyTorch JAX TensorFlow

Benefits

401(k)
Relocation Assistance
Education Reimbursement Program
Flexible schedules

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Assistant Professor - Quantum Information Science, Machine Learning - Physics

USF University of South Florida · Posted Oct 2, 2026

Tampa, Florida, United States
Full-time

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Lead research and teaching in quantum information science and machine learning within the Department of Physics.

Compensation

Salary is competitive and commensurate with qualifications and experience.

Responsibilities

Conduct high-impact research
Pursue extramural funding
Teach undergraduate and graduate courses
Mentor students at all levels

Requirements

Doctoral degree in physics or closely related field

Skills

Quantum computation Quantum algorithms Quantum simulations Quantum many-body theory Quantum machine learning Physics-informed machine learning Computational quantum science Data-intensive approaches to physical systems

Benefits

Medical, dental and life insurance plans
Retirement plan options
Employee and dependent tuition programs
Generous leave
Employee perks and discounts

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