Oleksandr Burlayenko Email & Phone Number
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Oleksandr Burlayenko is listed as Scientific Researcher at Albert-Ludwigs-Universität Freiburg im Breisgau, based in Freiburg, Baden-württemberg, Germany. AeroLeads shows a matched LinkedIn profile for Oleksandr Burlayenko.
Oleksandr Burlayenko previously worked as Associated Member at Cern and Tutor: "Experimental Physics I & II", High Energy Physics at The University Of Freiburg. Oleksandr Burlayenko holds Dr. Rer. Nat., Physik, High Energy Physics (Atlas Group, Cern), Magna Cum Laude from The University Of Freiburg.
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About Oleksandr Burlayenko
Doctor of Physics, Researcher @ the Freiburg University and Data Scientist @ CERN, working on the ATLAS Collaboration. My research focuses on measuring the fundamental properties of the elementary particles that compose our universe. Specifically, I study spin correlation and quantum entanglement between top quark pairs.I specialize in data science, with strong expertise in big-data analysis and Monte Carlo statistical simulations, handling petabytes of data from LHC events at CERN. This involves extensive experience in software engineering, machine learning, and managing distributed computing resources on Tier 0 and Tier 1 clusters.As one of the main analyzers on our research team, my findings were crucial in directing the evolution of our project. I represented our work at international conferences and meetings, effectively communicating complex ideas to a global audience. This experience honed my ability to present data insights clearly and collaborate with international teams.
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Oleksandr Burlayenko work experience
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Associated Member
Current- Designed and implemented data analyses contributing to the measurment of top-quark pair spin correlation and quantum entanglement observation.- Data analysis based on machine learning techniques and modelling of complex systems.- Collaborated across Particle Modeling, Jet/ETmiss, and Top-Properties groups to enhance model accuracy.- Model code-development, production, and physics-validation of Monte Carlo (MC) samples for particle modeling. - Assessed the impact of various nuisance parameters on new MC samples. - Co-designed the intercalibration corrections in large-scale data analysis for improved precision modeling(paper in progress). - Regularly presented and discussed work within competitive international analysis groups.- Presented ATLAS results in multiple international conferences and topical workshops.- Leading author of public ATLAS analysis documentations.- Regular stays abroad at CERN in Geneva, Switzerland.
Scientific Researcher
Current- Led analyst in top quark spin correlation and quantum entanglement research (paper in progress): developed innovative analysis strategy, reduced measurement uncertainty by 35% (incl. sample) and up to 92% (excl. per selection). - Developed and optimized production code for data sample simulations on global high-performance computing clusters. - Managed big-data processing on the Worldwide LHC Computing Grid and the federal land-scale research cluster – NEMO. - Neural network model tuning for enhanced reconstruction, improving sample purity by 32% and efficiency by 11%. - Analyzed systematic uncertainties and implemented profile likelihood fits for physics-parameters extraction.
Tutor: "Experimental Physics I & Ii", High Energy Physics
CurrentTeaching and Mentoring:- Supervised FP-I/II courses for BSc & MSc students, conducted examinations, and provided feedbackFP-I: Physiklabor für Fortgeschrittene, Teil 1 / BSc Lab (Scintillation counter)FP-II: Physiklabor für Fortgeschrittene, Teil 2 / MSc Lab (Myon decay)
Data Scientist, Research Trainee
Theory Pole of IJCLab (Lab. de Physique des 2 Infinis Irène Joliot-Curie Orsay, France). Project: "Assessing the Theoretical Uncertainties in the Lepton Flavor Universality Violating Ratios"Theoretical Analysis - Analyzed B-meson decays within the Standard Model exploring potential lepton flavour universality violations (LFUV). - Explored theoretical models to predict decay rates. - Studied the impact of Beyond Standard Model physics using Effective Field Theory.Simulation and Modeling - Performed Monte Carlo statistical simulations, interpretation, analysis and visualization. - Decay modes and form factor predictions using Python and Wolfram Mathematica.
Data Scientist, Research Trainee
Theory Pole of IJCLab (Lab. de Physique des 2 Infinis Irène Joliot-Curie Orsay, France). Project: "Assessing the Theoretical Uncertainties in the Lepton Flavor Universality Violating Ratios"Theoretical Analysis - Analyzed B-meson decays within the Standard Model exploring potential lepton flavour universality violations (LFUV). - Explored theoretical models to predict decay rates. - Studied the impact of Beyond Standard Model physics using Effective Field Theory.Simulation and Modeling - Performed Monte Carlo statistical simulations, interpretation, analysis and visualization. - Decay modes and form factor predictions using Python and Wolfram Mathematica.
Research Trainee
Internship by the TAPS Program. Project: “Light interactions with asymmetric quantum systems”.Theoretical Analyses:- Analyzed spontaneous emission of quantum emitters in dispersive environments beyond the electric dipole approx.- Developed a generalized theory for multiple emitters coupled to a structured reservoir.- Investigated applications in fast addressing of atomic systems and decoherence-resistant quantum memories.- Co-author of a Nature publication, contributing to theoretical framework and model development, showcasing expertise and impact in quantum computing. [https://www.nature.com/articles/s41598-020-62629-0]
Research Trainee
• Phenomenology- Researched advanced fast reactors utilizing the “breed & burn” Nuclear Burning Wave (NBW) concept.- Analyzed the Doppler effect in fuel cells and its impact on reactor stability and safety.• Simulation & Software- Built a predictive python-based model for temperature variations in NBW fast reactors, leveraging multi-group neutron diffusion equations via Wolfram Mathematica providing stability/reactivity feedback.
Oleksandr Burlayenko education
Dr. Rer. Nat., Physik, High Energy Physics (Atlas Group, Cern), Magna Cum Laude
Master Of Science - Ms, Elementary Particle Physics
Master Of Science - Ms, High Energy Physics, 97.4/100, Diploma With Honors
Bachelor Of Science - Bs, Theoretical Nuclear Physics, 95/100, Diploma With Honors
Secondary School Education, Diploma With Honors, Foreign Languages, 11.1/12, Diploma With Honors
Frequently asked questions about Oleksandr Burlayenko
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What company does Oleksandr Burlayenko work for?
Oleksandr Burlayenko works for Albert-Ludwigs-Universität Freiburg im Breisgau.
What is Oleksandr Burlayenko's role at Albert-Ludwigs-Universität Freiburg im Breisgau?
Oleksandr Burlayenko is listed as Scientific Researcher at Albert-Ludwigs-Universität Freiburg im Breisgau.
Where is Oleksandr Burlayenko based?
Oleksandr Burlayenko is based in Freiburg, Baden-württemberg, Germany while working with Albert-Ludwigs-Universität Freiburg im Breisgau.
What companies has Oleksandr Burlayenko worked for?
Oleksandr Burlayenko has worked for Albert-Ludwigs-Universität Freiburg Im Breisgau, Cern, The University Of Freiburg, Ijclab, and Nicolaus Copernicus University.
How can I contact Oleksandr Burlayenko?
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What schools did Oleksandr Burlayenko attend?
Oleksandr Burlayenko holds Dr. Rer. Nat., Physik, High Energy Physics (Atlas Group, Cern), Magna Cum Laude from The University Of Freiburg.
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