Sebastian Zając

About

I'm a theoretical physicist and assistant professor at the Decision Analysis and Support Unit at the SGH Warsaw School of Economics. My research focuses on Graph Neural Networks, Quantum Machine Learning, Quantum Field Theories, and Quantum Computing, with the aim of applying these techniques to real-world problems in data analysis. I also work in MLops, where I develop Python tools for Data Scientists' colleagues and integrate quantum and classical optimization techniques to enhance business processes.

Work

Warsaw School of Economics
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Assistant Professor

Poland

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Cardinal Stefan Wyszyński University in Warsaw
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Associate Dean for Infrastructure

Poland

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Cardinal Stefan Wyszyński University in Warsaw
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Assistant Professor

Poland

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Education

University of Silesia
Poland

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Doctor of Philosophy

University of Silesia
Poland

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Master of Science

University of Silesia
Poland

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Bechelor of Science

Publications

RSCUcaller: an R package for analyzing differences in relative synonymous codon usage (RSCU)

Published by

BMC Bioinformatics

Summary

journal-article

Classification Supported by Community-Aware Node Features

Published by

Studies in Computational Intelligence

Summary

conference-paper

Design Considerations for Denoising Quantum Time Series Autoencoder

Published by

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics

Summary

conference-paper

Design Considerations for Denoising Quantum Time Series Autoencoder

Summary

book-chapter

Design Considerations for Denoising Quantum Time Series Autoencoder

Published by

Computational Science – ICCS 2024

Summary

book-chapter

Predicting properties of nodes via community-aware features

Published by

Social Network Analysis and Mining

Summary

journal-article

Predicting properties of nodes via community-aware features

Published by

Social Network Analysis and Mining

Summary

journal-article

PREDICTING PROPERTIES OF NODES VIA COMMUNITY-AWARE FEATURES

Published by

Arxiv

Summary

other

Incorporating Gravity into the Path Integral of Quantum Mechanics Using the Thermodynamics of Spacetime

Summary

preprint

Modelowanie dla biznesu. Analityka w czasie rzeczywistym, narzędzia informatyczne i biznesowe

Summary

book

Credit Scoring in Context of Interpretable Machine Learning

Summary

book

Family symmetries and multi higgs doublet models

Published by

Symmetry

Summary

journal-article

Family Symmetries and Multi Higgs Doublet Models

Published by

Symmetry

Summary

journal-article

Family Symmetries and Multi Higgs Doublet Models

Published by

Symmetry

Summary

conference-paper

Family Symmetries and Multi Higgs Doublet Models

Published by

Symmetry

Summary

journal-article

Modelowanie dla biznesu. Metody machine learning, modele portfela consumer finance, modele rekurencyjne, analiza przeżycia, modele scoringowe

Summary

book

Genus for biomolecules

Published by

Nucleic Acids Research

Summary

journal-article

Genus for biomolecules

Published by

Nucleic Acids Research

Summary

journal-article

Genus trace reveals the topological complexity and domain structure of biomolecules

Published by

Scientific Reports

Summary

journal-article

Genus trace reveals the topological complexity and domain structure of biomolecules

Published by

Scientific Reports

Summary

journal-article

Lepton masses and mixing in a two-Higgs-doublet model

Published by

Physical Review D

Summary

journal-article

Lepton masses and mixing in a two-Higgs-doublet model

Published by

Phys.Rev.D

Summary

journal-article

Lepton masses and mixing in a two-Higgs-doublet model

Published by

Physical Review D

Summary

journal-article

Lepton masses and mixing in a two-Higgs-doublet model

Published by

arXiv

Summary

other

Lepton masses and mixing in the 2HDM

Published by

Neutrino 2018 - 28th International Conference on Neutrino Physics and Astrophysics, Conference Proceedings

Summary

conference-paper

Texture zeros in neutrino mass matrix

Published by

Physics of Atomic Nuclei

Summary

journal-article

Texture zeros in neutrino mass matrix

Published by

Phys.Atom.Nucl.

Summary

conference-paper

Texture zeros in neutrino mass matrix

Published by

Physics of Atomic Nuclei

Summary

journal-article

The discrete family symmetries as the possible solution to the flavour problem

Published by

Physics of Atomic Nuclei

Summary

journal-article

The discrete family symmetry as a possible solution to the flavour problem

Published by

Phys.Atom.Nucl.

Summary

conference-paper

The discrete family symmetries as the possible solution to the flavour problem

Published by

Physics of Atomic Nuclei

Summary

journal-article

The Flavour Problem and the Family Symmetry Beyond the Standard Model

Published by

Acta Phys.Polon.B

Summary

conference-paper

The flavour problem and the family symmetry beyond the standard model

Published by

Acta Physica Polonica B

Summary

conference-paper

The flavour problem and family symmetry beyond the Standard Model

Published by

Acta Physica Polonica B

Summary

journal-article

Attempts at Explaining Neutrino Masses and Mixings Using Finite Horizontal Symmetry Groups

Published by

Acta Physica Polonica B

Summary

journal-article

Attempts at Explaining Neutrino Masses and Mixings Using Finite Horizontal Symmetry Groups

Published by

Acta Phys.Polon.B

Summary

conference-paper

Attempts at explaining neutrino masses and mixings using finite horizontal symmetry groups

Published by

Acta Physica Polonica B

Summary

conference-paper

Majorana neutrino mass matrix with CP symmetry breaking

Published by

Acta Physica Polonica B

Summary

journal-article

Majorana neutrino mass matrix with CP symmetry breaking

Published by

Acta Phys.Polon.B

Summary

conference-paper

Majorana neutrino mass matrix with cp symmetry breaking

Published by

Acta Physica Polonica B

Summary

journal-article

The method of the likelihood and the Fisher information in the construction of physical models

Published by

Physica Status Solidi B

Summary

journal-article

Likelihood method and Fisher information in construction of physical models

Published by

Phys.Status Solidi B

Summary

journal-article

The method of the likelihood and the Fisher information in the construction of physical models

Published by

Physica Status Solidi (B) Basic Research

Summary

journal-article

Neutrino oscillations in the case of general interaction

Published by

Acta Phys.Polon.B

Summary

conference-paper

Neutrino oscillations in the case of general interaction

Published by

Acta Physica Polonica B

Summary

journal-article

Neutrino oscillations in the case of general interaction

Published by

Acta Physica Polonica B

Summary

conference-paper