Time permitting, compare different models (e.g., a convolutional neural network, CNN, that sees image like views; and a graph neural network, GNN, that operates on point clouds/hits). Internship ...
Time permitting, compare different models (e.g., a convolutional neural network, CNN, that sees image like views; and a graph neural network, GNN, that operates on point clouds/hits). Internship ...
Applied AI Scientist
Chicago, IL · On-site
Our work spans networking, security, observability, and customer experience - designing and ... Large-scale graph representation learning and Graph Neural Networks (GNNs) (e.g., GCN/GAT/GraphSAGE ...
Applied AI Scientist
Chicago, IL · On-site
Our work spans networking, security, observability, and customer experience - designing and ... Large-scale graph representation learning and Graph Neural Networks (GNNs) (e.g., GCN/GAT/GraphSAGE ...
Postdoctoral Fellow, Multimodal Modeling
Chicago, IL · On-site
$84K/yr
Experience with graph neural networks or other graph/network representation learning * Proficiency in Python and modern deep learning frameworks (e.g., PyTorch, JAX, or TensorFlow) * Nice to Have:
Postdoctoral Fellow, Multimodal Modeling
Chicago, IL · On-site
$84K/yr
Experience with graph neural networks or other graph/network representation learning * Proficiency in Python and modern deep learning frameworks (e.g., PyTorch, JAX, or TensorFlow) * Nice to Have:
Experience with graph neural networks or other graph/network representation learning * Proficiency in Python and modern deep learning frameworks (e.g., PyTorch, JAX, or TensorFlow) * Nice to Have:
Experience with graph neural networks or other graph/network representation learning * Proficiency in Python and modern deep learning frameworks (e.g., PyTorch, JAX, or TensorFlow) * Nice to Have:
Scientist, Machine Learning and Computational Biology
Chicago, IL · On-site +1
$118K - $177K/yr
Experience developing methods utilizing modern neural network architectures, including Transformer, Graph Convolutional, and Diffusion models. * Exceptional communication skills, with an ability to ...
Scientist, Machine Learning and Computational Biology
Chicago, IL · On-site +1
$118K - $177K/yr
Experience developing methods utilizing modern neural network architectures, including Transformer, Graph Convolutional, and Diffusion models. * Exceptional communication skills, with an ability to ...
Our Machine Learning Internship is designed for curious, ambitious researchers who want to apply ... Demonstrated hands-on research experience in deep learning fundamentals such as neural network ...
Our Machine Learning Internship is designed for curious, ambitious researchers who want to apply ... Demonstrated hands-on research experience in deep learning fundamentals such as neural network ...
Scientist, Machine Learning and Computational Biology
Chicago, IL · On-site +1
$118K - $177K/yr
Experience developing methods utilizing modern neural network architectures, including Transformer, Graph Convolutional, and Diffusion models. * Exceptional communication skills, with an ability to ...
Scientist, Machine Learning and Computational Biology
Chicago, IL · On-site +1
$118K - $177K/yr
Experience developing methods utilizing modern neural network architectures, including Transformer, Graph Convolutional, and Diffusion models. * Exceptional communication skills, with an ability to ...
Machine Learning Research Intern - Summer 2027 - Chicago
Chicago, IL · On-site
$300K/yr
Our Machine Learning Internship is designed for curious, ambitious researchers who want to apply ... Demonstrated hands-on research experience in deep learning fundamentals such as neural network ...
Machine Learning Research Intern - Summer 2027 - Chicago
Chicago, IL · On-site
$300K/yr
Our Machine Learning Internship is designed for curious, ambitious researchers who want to apply ... Demonstrated hands-on research experience in deep learning fundamentals such as neural network ...
Demonstrated hands-on research experience in deep learning fundamentals such as neural network ... Demonstrated research excellence through publications, preprints, research internships, or ...
Demonstrated hands-on research experience in deep learning fundamentals such as neural network ... Demonstrated research excellence through publications, preprints, research internships, or ...
Applied Research Science Intern
Niles, IL · On-site
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Applied Research Science Intern
Niles, IL · On-site
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
New
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
New
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Applied Research Science Intern
Niles, IL · Hybrid
$23 - $43/hr
... neural network models and other advanced algorithms * The intern may adapt models for ... Each internship has an hourly rate which varies from $23-$43 per hour based on job function ...
Graduate Machine Learning Researcher - Chicago
Chicago, IL · On-site
$300K/yr
Demonstrated hands-on research experience in deep learning fundamentals such as neural network ... Demonstrated research excellence through publications, preprints, research internships, or ...
Graduate Machine Learning Researcher - Chicago
Chicago, IL · On-site
$300K/yr
Demonstrated hands-on research experience in deep learning fundamentals such as neural network ... Demonstrated research excellence through publications, preprints, research internships, or ...
Data Scientist
Bloomington, IL · Hybrid
Lead/mentor other Data Scientists, interns, and other technical work teams * Make strategic ... Establish and leverage a network of associates with business domain and data expertise * Instill a ...
Data Scientist
Bloomington, IL · Hybrid
Lead/mentor other Data Scientists, interns, and other technical work teams * Make strategic ... Establish and leverage a network of associates with business domain and data expertise * Instill a ...
Lead/mentor other data scientists, interns, and other technical work teams * Make strategic ... Establish and leverage a network of associates with business domain and data expertise * Instill a ...
Lead/mentor other data scientists, interns, and other technical work teams * Make strategic ... Establish and leverage a network of associates with business domain and data expertise * Instill a ...
Graph Neural Network Internship information
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IMSA SIR Neutrino Event Reconstruction in DUNE NDLAr "2×2" with AI/ML
Lemont, IL • On-site
Part-time
Posted 4 days ago
Job description
Neutrinos are tiny, nearly massless particles that rarely interact with matter, making them hard to study. The Deep Underground Neutrino Experiment (DUNE) will use large liquid-argon time projection chambers (LArTPCs) to capture the tracks and energy left by particles created when a neutrino interacts. To make the most precise measurements (including whether neutrinos violate CP symmetry), we need accurate, efficient neutrino event reconstruction performed by identifying charged particle tracks from detector data.
In this project, we will use artificial intelligence and machine learning (AI/ML) to help reconstruct and identify particles in the DUNE Near Detector liquid-argon prototype called NDLAr "2×2" (also known as ProtoDUNEND). We'll analyze simulated events and early prototype data to measure how well different AI/ML methods can find and identify particles such as muons, electrons/photons (gammas), protons, and pions.
Education and Experience Requirements
What student will learn and do:
- Learn the basics of neutrino physics and how LArTPC detectors work.
- Work in Python and Jupyter notebooks to explore event data and build simple ML models.
- Use data set with help of AI/ML tools to:
- Reconstruct particle "objects" from detector hits.
- Classify particles (e.g., muon vs electron/photon vs proton vs pion).
- Select a specific interaction channel (e.g., CCQE: chargedcurrent quasielastic) for physics studies.
- Create visualizations to explain results and uncertainties.
- Time permitting, compare different models (e.g., a convolutional neural network, CNN, that sees image like views; and a graph neural network, GNN, that operates on point clouds/hits).
Internship Family
Visiting Student High School Research
Internship Category
IMSA Student
About Argonne National Laboratory
Sourced by ZipRecruiter
Industry
Scientific research and development services
Company size
1,001 - 5,000 Employees
Headquarters location
Lemont, IL, US
Year founded
1946