Peter Harrington
San Francisco, California, United States
202 followers
191 connections
San Francisco, California, United States
202 followers
191 connections
About
Machine learning research practitioner, coming from a physics background. Experience in…
Activity
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I am starting as a tenure-track assistant professor in the department of applied mathematics at the University of California, Santa Cruz. If you're a…
I am starting as a tenure-track assistant professor in the department of applied mathematics at the University of California, Santa Cruz. If you're a…
Liked by Peter Harrington
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I defended my PhD! Excited to announce I'm starting as a machine learning postdoctoral fellow at National Energy Research Scientific Computing…
I defended my PhD! Excited to announce I'm starting as a machine learning postdoctoral fellow at National Energy Research Scientific Computing…
Liked by Peter Harrington
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Diffusion for point clouds? Diffusion for point clouds! Simulations at the LHC are often computationally expensive and hard to scale up as we need…
Diffusion for point clouds? Diffusion for point clouds! Simulations at the LHC are often computationally expensive and hard to scale up as we need…
Liked by Peter Harrington
Experience
Education
Publications
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Producing High-fidelity Flux Fields From N-body Simulations Using Physically Motivated Neural Networks
NIPS 2019 Machine Learning & Physical Sciences Workshop
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Enhanced mixing in magnetized fingering convection, and implications for RGB stars
The Astrophysical Journal Letters
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Partial dust obscuration in active galactic nuclei as a cause of broad-line profile and lag variability, and apparent accretion disc inhomogeneities
Monthly Notices of the Royal Astronomical Society
See publicationPublication describing partial obscuration of the inner regions of active galactic nuclei by small dust clouds.
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Multi-wavelength Signatures of Cosmic Rays in the Milky Way
Proceedings of Science
Publication detailing results on studying mutli-wavelength emissions from galactic cosmic rays.
Other authors -
Honors & Awards
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Dean's Undergraduate Award
University of California, Santa Cruz
Awarded for outstanding achievements in the Astrophysics major, as well as my senior thesis.
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1st place, SC17 ACM Student Research Competition, undergraduate category
Association for Computing Machinery
Poster presenting research on parallel I/O performance analysis won 1st place at the SC17 ACM student research competition.
Poster available at https://sdm.lbl.gov/oapapers/sc17-harrington-poster.pdf
Winners list at https://src.acm.org/winners/2018
More activity by Peter
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Really glad to be able to share recent developments and the work I've been doing for machine learning in collider physics during #neurips2022
Really glad to be able to share recent developments and the work I've been doing for machine learning in collider physics during #neurips2022
Liked by Peter Harrington
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How Do You Solve a Problem Like a Proton? Berkeley Lab researchers used a neural network and the power of Perlmutter's GPUs to analyze proton spin…
How Do You Solve a Problem Like a Proton? Berkeley Lab researchers used a neural network and the power of Perlmutter's GPUs to analyze proton spin…
Liked by Peter Harrington
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Congratulations to Ben Nachman and Vinicius Mikuni! They've developed new #MachineLearning algorithms that could help accelerate technological…
Congratulations to Ben Nachman and Vinicius Mikuni! They've developed new #MachineLearning algorithms that could help accelerate technological…
Liked by Peter Harrington
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After 5.5 years working for U.S. Department of Energy (DOE) in different roles at Oak Ridge National Laboratory (#OLCF) and Berkeley Lab / National…
After 5.5 years working for U.S. Department of Energy (DOE) in different roles at Oak Ridge National Laboratory (#OLCF) and Berkeley Lab / National…
Liked by Peter Harrington
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Thrilled to share that I will be attending UC Berkeley starting in the fall to pursue my PhD in Computer Science! I'm very excited for this…
Thrilled to share that I will be attending UC Berkeley starting in the fall to pursue my PhD in Computer Science! I'm very excited for this…
Liked by Peter Harrington
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Please check out our work in GMD, showing synergistic integration of deep learning and data assimilation for fully data-driven weather forecasting…
Please check out our work in GMD, showing synergistic integration of deep learning and data assimilation for fully data-driven weather forecasting…
Liked by Peter Harrington
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The 2022 NERSC Summer Internships are accepting applicants! There are many exciting projects spanning a wide range of fields, so if you or someone in…
The 2022 NERSC Summer Internships are accepting applicants! There are many exciting projects spanning a wide range of fields, so if you or someone in…
Shared by Peter Harrington
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Got interesting AI/ML projects in science and/or HPC? Submit here! Great opportunity to share your work and network.
Got interesting AI/ML projects in science and/or HPC? Submit here! Great opportunity to share your work and network.
Shared by Peter Harrington
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Join us in the Data & Analytics Services group!
Join us in the Data & Analytics Services group!
Shared by Peter Harrington
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I along with George Stein will be talking about "Self-Supervised Representation Learning for Astronomical Images" this Tuesday (Jan 19, 11 AM PST) at…
I along with George Stein will be talking about "Self-Supervised Representation Learning for Astronomical Images" this Tuesday (Jan 19, 11 AM PST) at…
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