Jing Su work email
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Jing Su personal email
Highly motivated person with strong quantitative skills and great capabilities of problem solving, trouble shooting, and multiple task management.• Deep knowledge about data science, machine learning (deep learning), lithography simulation, and Physics.• Hands-on experience with C++ and Python.• Leading different projects and collaborating with people from cross teams.
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Senior Data Scientist 2Asml Jan 2018 - PresentVeldhoven, Nl• Built end-to-end deep learning model for forward lithography model and mask optimization, improved model accuracy and runtime significantly.• Invented new machine learning methods for mask optimization including multi-stage deep learning and reinforcement learning. -
Senior Data ScientistAsml Apr 2016 - Dec 2017Veldhoven, Nl• Applied supervised learning using deep convolutional neural network to SRAF placement in mask optimization, improved process window significantly.• Built deep supervised learning models to speed up freeform/curvilinear mask optimization, improved runtime by 5X to 10X.• Led the team to complete the feasibility studies and develop C++ code to do model inference using TensorFlow.
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Senior EngineerAsml Oct 2014 - Mar 2016Veldhoven, Nl• Proposed new algorithms that combine geometry information and lithographic performance for layout decomposition in multiple patterning, integrated to production code in C++.• Investigated methods for freeform/curvilinear mask optimization, developed prototype code in C++.• Applied machine learning techniques to predict defects on wafers using scanner and metrology data.
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Research AssistantJila And Department Of Physics, University Of Colorado At Boulder Sep 2009 - Sep 2014• Developed an efficient and parallel C++ library to numerically simulate ultrafast laser interaction with atoms and molecules• Proposed a new numerical method to simulate time delays in photoionization process• Successfully resolved the long-time debate on the origin of the photoemission time delay and observed real time delays in photoionization for the first time in attosecond science• Published 9 peer-reviewed papers (7 as first author) in prestigious international journals (PRL, PRA, etc.)
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Teaching AssistantDepartment Of Physics, Univeristy Of Colorado At Boulder Sep 2008 - Jul 2009• Instructed two undergraduate lab courses• Assisted teaching undergraduate quantum mechanics
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Summer Research InternThe Institute Of High Energy Physics (Ihep) Jun 2007 - Sep 2007Bejing, Cn• Designed and constructed the experimental debugging system for a large area particle detector• Wrote the data acquisition and analysis program based on C/C++
Jing Su Skills
Jing Su Education Details
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University Of Colorado BoulderTheoretical And Computational Amo Physics -
University Of Science And Technology Of ChinaPhysics
Frequently Asked Questions about Jing Su
What company does Jing Su work for?
Jing Su works for Asml
What is Jing Su's role at the current company?
Jing Su's current role is Senior Data Scientist 2 at ASML.
What is Jing Su's email address?
Jing Su's email address is ji****@****sml.com
What schools did Jing Su attend?
Jing Su attended University Of Colorado Boulder, University Of Science And Technology Of China.
What are some of Jing Su's interests?
Jing Su has interest in Skiing, Badminton, Basketball, Hiking, Swimming, Fishing.
What skills is Jing Su known for?
Jing Su has skills like Algorithms, Mathematica, Mathematical Modeling, Data Structures, C++ Language, Numerical Simulation, Matlab, Numerical Analysis, Python, Parallel Programming, Monte Carlo Simulation, Latex.
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