Rui Li Email and Phone Number
As a computer scientist with a Ph.D. in engineering from Technische Universität Dresden, I have specialized expertise in advancing 3D microscopy, computer simulations, automation, and explainable AI, gained through my work at Helmholtz-Zentrum Dresden-Rossendorf (HZDR). My research has focused on developing novel imaging techniques and deep learning solutions that are transforming how we analyze and understand complex biological structures.In my recent contributions at the Max Delbrück Center and the Center for Advanced Systems Understanding, I have collaborated on pioneering efforts in scientific computing for systems biology. Using physics-inspired deep learning and optimal transport theory, we refined computer vision approaches that significantly enhance super-resolution in light microscopy. My commitment to fostering a culture of innovation and inclusivity aligns with the values of these institutions, where I bring a unique blend of technical expertise and interdisciplinary problem-solving to address key challenges in structural biology.
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Postdoctoral ResearcherHelmholtz-Zentrum Dresden-Rossendorf (Hzdr)Dresden, Sn, De -
Phd StudentMax Delbrück Center Jan 2022 - Nov 2024Berlin, Germany• Conducted 3D microscopy research using deep learning techniques for cryo-Et and computational protein structure analysis at Kudryashev Lab.• Developed physics-based cryo-EM imaging techniques to enhance understanding of biological structures.• Collaborated with a team at Max Delbrück Center in Berlin, Germany to push the boundaries of in situ structural biology. -
Phd StudentCenter For Advanced Systems Understanding Aug 2021 - Nov 2024Görlitz, Saxony, Germany• Specialized in Scientific Computing for Systems Biology, focusing on 3D Microscopy and Super-resolution solutions for Light Microscopy.• Utilized Physics-inspired Deep learning and Optimal Transport Theory to enhance Computer Vision techniques.• Contributed to cutting-edge research at the Center for Advanced Systems Understanding in Görlitz, Saxony, Germany. -
Phd CandidateHelmholtz-Zentrum Dresden-Rossendorf (Hzdr) Aug 2021 - Nov 2024 -
ResearcherHelmholtz-Zentrum Dresden-Rossendorf (Hzdr) Aug 2021 - Oct 2024Dresden, Saxony, GermanyResearch group # Machine Learning for Infections and Diseases -
Software DeveloperRif Institut Für Forschung Und Transfer E.V. , Dortmund Jul 2019 - Aug 2021Dortmund, North Rhine-Westphalia, Germany• Developed cognitive robot simulations using Deep Reinforcement Learning (DRL) at RIF Institut für Forschung und Transfer e.V.• Implemented dynamic factory planning in digital twins using C++ to optimize strategies for sparse-reward dilemmas in DRL models.• Collaborated with the 'Roboter Technik' department to drive innovation and efficiency in robotic technologies.
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Student Research AssistantLeibniz Universität Hannover Jul 2017 - Jul 2019Garbsen, Lower Saxony, Germany• Developed a Rontgen inspection system to measure residual stress during drilling at Leibniz Universität Hannover.• Implemented 3D reconstruction for welded workpieces using GOM-System technology.• Conducted residual stress analysis according to the ESPI method for accurate results. -
Master ThesisContinental Jun 2018 - Jan 2019Hannover, Lower Saxony, Germany• Developed a neural network for image processing in tire production using Halcon and Tensorflow.• Trained and tested machine learning models with Matlab, Halcon, and OpenCV.• Validated the performance of neural networks during the real production process at Continental. -
InternContinental Mar 2018 - Jun 2018Hannover, Lower Saxony, Germany• Monitored image processing system in production using Matlab, Halcon, OpenCV• Improved logical structure and filter thresholds for industrial image processing• Contributed to enhancing efficiency and accuracy in image processing at Continental
Rui Li Education Details
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Computer Vision For 3D Microscopy -
Mechatronics, Robotics, And Automation Engineering -
Quality And Reliability Engineering -
Applied Mathematics
Frequently Asked Questions about Rui Li
What company does Rui Li work for?
Rui Li works for Helmholtz-Zentrum Dresden-Rossendorf (Hzdr)
What is Rui Li's role at the current company?
Rui Li's current role is Postdoctoral Researcher.
What schools did Rui Li attend?
Rui Li attended Technische Universität Dresden, Leibniz Universität Hannover, Beihang University, Beihang University.
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