Aaron Wang work email
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Aaron Wang personal email
Aaron Wang phone numbers
I am a PhD student in physics experienced in machine learning using large datasets, particle physics, materials physics, and statistical analysis. I am currently looking for full-time and internship opportunities in data science, research and quantitative trading!
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Ura Visiting ScholarFermilabNew York, Ny, Us -
Graduate Research FellowCernNew York, Ny, Us -
Graduate Research AssistantAccelerated Materials Research LabKirkland, Wa, Us
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C2 The P2 Graduate Research FellowFermilab Jun 2023 - PresentBatavia, Il, Us• Fully funded graduate fellowship in partnership with FNAL and ANL for computational particle physics research• Researching efficient transformer models for the L1 trigger at the CERN CMS experiment• Using deep learning to develop efficient anomaly detection and jet tagging software• Managing O2O system for the CMS experiment, doing MC GT updates and facilitating smooth experiment runs
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Zhou Lab Summer Research InternUniversity Of Illinois Chicago May 2023 - Aug 2023Chicago, Il, Us• Used deep learning to predict secondary structures on membrane binding proteins• Curated dataset of membrane binding amphipathic helix proteins -
Graduate Research Assistant At The Accelerated Materials Research LabUniversity Of Illinois Chicago Jan 2023 - Aug 2023Chicago, Il, Us• Developing GAN models to generate novel superconductive materials• Developing a multi-objective optimization tool for creation of new biocides using parallel multi-objectiveoptimization (ParMOO)• Studying data science based approaches for topological materials
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Undergraduate Research AssistantUniversity Of Washington Jun 2020 - Apr 2023Seattle, Wa, Us• Read machine learning literature, and then adapted novel machine learning models for particle physics applications• Deployed deep learning models in PyTorch and TensorFlow in order to research and optimize 5-class particle jet taggers• Developed recursive and recurrent machine learning models for adaptation into HLS4ML• Developed specialized transformer model for use in sequential particle jet tagging• Gave bi-weekly research talks to graduate students and the Principle Investigator -
Undergraduate Research AssistantUniversity Of Washington Mar 2019 - Jun 2020Seattle, Wa, Us• Grew various quantum material crystals using flux, vapor, and Bridgman growth methods under Professor Jiun-Haw Chu• Prepared samples of various materials, and took resistivity versus temperature measurements on the materials using the Quantum Design DynaCool PPMS system• Performed analysis on resistivity data in order to identify quantum critical points and novel material properties• Collaborated with graduate students to design and improve growth recipes for novel materials
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Technical InternPacific Northwest National Laboratory Jul 2021 - Sep 2021Richland, Wa, Us• Developed and optimized few-shot models for materials solubility prediction using Pytorch• Conducted statistical analysis on model performance in order to determine molecule types that are the most difficult to predict, and discover underlying physics/chemistry• Used spearman correlation in order to determine the importance of feature information, reducing the number of features used by 30 percent while maintaining model performance. -
Research FellowPrinceton University Jan 2021 - Jun 2021Princeton, Nj, UsIRIS-HEP Fellow• Developed software for use in high energy physics as part of the IRIS-HEP program• Currently working on making the ROB(Reproducible Open Benchmarks) compatible with python notebooks• Used python libraries such as papermill to package jupyter notebooks so that the ROB can be run on jupyter notebooks• Developed demos to demonstrate the usage of the ROB within particle physics and machine learning• Presented at the ML4Jets and APS DPF Conference -
Undergraduate Summer Research FellowWashington Research Foundation Jun 2019 - Sep 2019Seattle, Wa, Us•Received $3000 dollars in grant money for nanofabrication from the Washington Research Foundation•Used clean room devices to prototype, then manufacture cantilevers for use in material characterization•Conducted research on the measurement of structural transitions in quantum materials using cantilevers
Aaron Wang Education Details
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University Of Illinois ChicagoPhysics -
University Of WashingtonComprehensive Physics
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Skyline High SchoolHigh School Diploma
Frequently Asked Questions about Aaron Wang
What company does Aaron Wang work for?
Aaron Wang works for Fermilab
What is Aaron Wang's role at the current company?
Aaron Wang's current role is URA Visiting Scholar.
What is Aaron Wang's email address?
Aaron Wang's email address is aa****@****uic.edu
What is Aaron Wang's direct phone number?
Aaron Wang's direct phone number is +142562*****
What schools did Aaron Wang attend?
Aaron Wang attended University Of Illinois Chicago, University Of Washington, Skyline High School.
Who are Aaron Wang's colleagues?
Aaron Wang's colleagues are Sreevani Jarugula, Edoardo Liviero, Jake Plastiak, Konni Barnes, Richard Kriske, Martin Kwok, Ruchi Chudasama.
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