Who is Sean Chen? Overview
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Sean Chen is listed as Lead Software Engineer at Cadence, based in Pittsburgh, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Sean Chen.
Sean Chen previously worked as Graduate Research Assistant at Carnegie Mellon University and Graduate Teaching Assistant for ML/AI for Engineers at Carnegie Mellon University. Sean Chen holds Doctor Of Philosophy - Phd, Geometric Representation Learning For Engineering Design, 4.0 from Carnegie Mellon University.
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Profile bio
About Sean Chen
I am a fifth year PhD candidate of Carnegie Mellon University. My research focuses on engineering design problems leveraging techniques in computer vision, machine learning, and graphics, specifically in geometric representation learning for accelerated design analysis in data-scarce environments.
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7 roles
Sean Chen work experience
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Graduate Research Assistant
Current- Advisor: Jonathan Cagan, Levent Burak KaraResearch projects:
- Multimodal Pretraining Enables Time-dependent Physics Inference from B-Rep
- Self-supervised Learning on CAD for few-shot manufacturability estimation
- Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
- Curve-based Image Neural Style Transfer
- Automating Style Analysis and Visualization with Explainable AI
Aug 2020 - Present
Graduate Teaching Assistant For Ml/Ai For Engineers
Instructor: Prof. Levent Burak Kara
Aug 2023 - Dec 2023
Software Engineer - Machine Learning Research Intern
- Applied geometric pre-training on CAD encoders as surrogates for time-dependent multi-physics solvers.
- Successfully predicted temporal reaction force and nodal displacement field from non-parametric boundary representation.
May 2024 - Aug 2024
Graduate Teaching Assistant For Numerical Methods
- Instructor: Prof. Jessica Zhang
- Delivered recitations and held office hours to help students with MATLAB and numerical optimization algorithms.
- Created both programming and written assignments and quizzes solutions and coordinated with 4 graders and 5 TAs.
Jan 2022 - May 2022
Electrical And Cad Engineer
Luxury Logico
- Joined the most prestigious installation art company in Taiwan as an intern to explore my passion in art during my job-shifting period.
- Installed and maintained art installation on site.
- Helped design future installation art in Solidworks.
May 2020 - Jul 2020
Design And Automation Engineer
- Uni-directional Tap Detector(UTD) Product Development
- Decreased the manufacture process time cost of Uni-directional Tap Detector’s by 75% with automation design.
- Design arms’ dimension of Delta Robot to travel in a 5x5x2cm cuboid, with a resolution better than 5μm using 2-phase stepper motors.
- Decrease the dark current of UTD less than 1nA.
- Enable UTD to endure 1000 hours in a damp heat environment.
Aug 2018 - Apr 2020
3 education records
Sean Chen education
Doctor Of Philosophy - Phd, Geometric Representation Learning For Engineering Design, 4.0
Bachelor Of Science - Bs, Engineering, 3.95 / 4 (Major Gpa)
Bachelor Of Science - Bs, Mechanical Engineering, 4.16 / 4.3
FAQ
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What company does Sean Chen work for?
Sean Chen works for Cadence.
What is Sean Chen's role at Cadence?
Sean Chen is listed as Lead Software Engineer at Cadence.
Where is Sean Chen based?
Sean Chen is based in Pittsburgh, Pennsylvania, United States while working with Cadence.
What companies has Sean Chen worked for?
Sean Chen has worked for Cadence, Carnegie Mellon University, Dassault Systèmes, Luxury Logico, and Global Fiberoptics Inc.大地光纖.
How can I contact Sean Chen?
You can use AeroLeads to view verified contact signals for Sean Chen at Cadence, including work email, phone, and LinkedIn data when available.
What schools did Sean Chen attend?
Sean Chen holds Doctor Of Philosophy - Phd, Geometric Representation Learning For Engineering Design, 4.0 from Carnegie Mellon University.
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