24 machine-learning-"Simons-Foundation"-"Simons-Foundation" Postdoctoral positions at National Energy Technology Laboratory (NETL)

Theoretical Modeling of Sensing Materials for Autonomous Lab Development

National Energy Technology Laboratory (NETL) | Pittsburgh, Pennsylvania | United States | about 4 hours ago

of Yuhua Duan. This project will be hosted at the NETL Pittsburgh, PA campus. Although material modeling with artificial Intelligence/machine learning (AI/ML) applications and experimental instrumental

Multiscale modeling of long-term creep and fatigue behaviors of high temperature alloys

National Energy Technology Laboratory (NETL) | Albany, New York | United States | about 4 hours ago

, are considered. The participant will gain experience in multi-scale computational modeling and machine learning of mechanical behavior of high temperature alloys. They will be a part of interdisciplinary team and

Atomistic Simulations of Dislocations in High Temperature Alloys

National Energy Technology Laboratory (NETL) | Albany, New York | United States | about 4 hours ago

. The researcher will gain an educational experience in multi-scale computational modeling and machine learning of mechanical behavior of high temperature alloys. They will be a part of interdisciplinary team and

Intelligent Document Processing

National Energy Technology Laboratory (NETL) | Pittsburgh, Pennsylvania | United States | about 4 hours ago

research for full-stack production system that includes Python/FastAPI, MongoDB, and a TypeScript/React client; (2) apply AI and machine learning to a challenging real-world problem; (3) gain knowledge

Natural Gas Hydrate: Development, Characterization, Modeling and Analysis

National Energy Technology Laboratory (NETL) | Morgantown, West Virginia | United States | about 2 months ago

permeability of fluid flow through hydrate-bearing sediments, • High resolution visualizations of hydrate distributions and fluid migration in porous media under in situ conditions, and • Machine learning

The New AFERA Framework in Action: AI-Based Digital Twin for Data Center Thermal Management and Optimization

National Energy Technology Laboratory (NETL) | Morgantown, West Virginia | United States | about 1 month ago

The ideal candidate would have some, but not necessarily all, knowledge of and skills in: Familiarity with artificial intelligence, machine learning, physics-informed neural networks, or reduced-order

Natural Gas Hydrate: Development, Characterization, Modeling and Analysis

National Energy Technology Laboratory (NETL) | Morgantown, West Virginia | United States | about 4 hours ago

migration in porous media under in situ conditions, and • Machine learning application to gas hydrate system to develop efficient key parameter estimation tools and large-scale 3D geologic model for gas

National Energy Technology Laboratory Faculty Research Program (FRP)

National Energy Technology Laboratory (NETL) | United States | about 4 hours ago

Organization National Energy Technology Laboratory (NETL) Reference Code NETL-FRP How to Apply Please visit https://orise.orau.gov/netl/ to learn more about the program and the application process

Subsurface Simulation

National Energy Technology Laboratory (NETL) | Pittsburgh, Pennsylvania | United States | about 4 hours ago

stochastic methods. Build 3D geologic and petrophysical models of oil and gas reservoirs using well logs, core, seismic, and completion data. Integrate machine-learning and data-driven techniques for reservoir

The New AFERA Framework in Action: AI-Based Digital Twin for Data Center Thermal Management and Optimization

National Energy Technology Laboratory (NETL) | Morgantown, West Virginia | United States | about 1 month ago

Engineering, Systems Engineering, Data Science, or a closely related field Experience with artificial intelligence, machine learning, physics-informed neural networks, or reduced-order modeling (ROM