Search Results - "Wozniak, Kinga"
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Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows
Published in Frontiers in big data (28-02-2022)“…We investigate how to improve new physics detection strategies exploiting variational autoencoders and normalizing flows for anomaly detection at the Large…”
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Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
Published in Frontiers in big data (12-01-2021)“…Graph neural networks have been shown to achieve excellent performance for several crucial tasks in particle physics, such as charged particle tracking, jet…”
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3
In Search of Panacea-Review of Recent Studies Concerning Nature-Derived Anticancer Agents
Published in Nutrients (25-06-2019)“…Cancers are one of the leading causes of deaths affecting millions of people around the world, therefore they are currently a major public health problem. The…”
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4
LHC physics dataset for unsupervised New Physics detection at 40 MHz
Published in Scientific data (29-03-2022)“…In the particle detectors at the Large Hadron Collider, hundreds of millions of proton-proton collisions are produced every second. If one could store the…”
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5
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider
Published in SciPost physics (28-01-2022)“…We describe the outcome of a data challenge conducted as part of the Dark Machines (https://www.darkmachines.org) initiative and the Les Houches 2019 workshop…”
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Quantum anomaly detection in the latent space of proton collision events at the LHC
Published in Communications physics (14-10-2024)“…The ongoing quest to discover new phenomena at the LHC necessitates the continuous development of algorithms and technologies. Established approaches like…”
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How electronic devices affect the sleep of young people: summary of current knowledge
Published in Journal of education, health and sport (20-05-2024)“…Introduction and purpose: The impact of electronic devices on our daily lives is becoming increasingly significant. The contemporary generation of young people…”
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Will Tirzepatide become a game-changer in the pharmacological treatment of obesity? - literature review
Published in Journal of education, health and sport (20-05-2024)“…Introduction and objective: Obesity has become an important public health issue in Poland. Furthermore, it is one of the most common preventable causes of…”
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Anticoagulants - The Past, The Present, The Future - A Systematic Review
Published in Journal of education, health and sport (14-05-2024)“…Introduction: Anticoagulants have been discovered and developed over past 100 years. At the beginning unfractionated heparin found its applications, just later…”
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New Physics Agnostic Selections For New Physics Searches
Published in EPJ Web of Conferences (2020)“…We discuss a model-independent strategy for boosting new physics searches with the help of an unsupervised anomaly detection algorithm. Prior to a search, each…”
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Journal Article Conference Proceeding -
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Nutrition Strategies for Optimizing Performance and Health in Young Athletes
Published in Journal of education, health and sport (14-02-2024)“…Introduction: The increasing participation of young individuals in sports necessitates a comprehensive understanding of the intricate relationship between…”
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Influence of surgically inducted weight loss on sexual function of obese male patients - literature overview
Published in Journal of education, health and sport (07-02-2024)“…Introduction: Obesity is one of the most challenging and popular problem in nowadays society. Overweight and obesity are connected with chronic complications,…”
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Pectus Excavatum: A review of current treatment possibilities
Published in Journal of education, health and sport (07-02-2024)“…Anterior chest wall depression known as Pectus excavatum (PE) , is currently the most common congenital chest wall deformation, with incidence estimated at…”
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The terror of athletes - Anterior Cruciate Ligament Reconstruction, grafts and moden techniques
Published in Journal of education, health and sport (07-02-2024)“…Introduction The anterior cruciate ligament (ACL) is a prevalent sports-related injury, constituting nearly half of knee injuries. This narrative review…”
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15
Alzheimer's Disease - A Comprehensive Review
Published in Journal of education, health and sport (05-02-2024)“…Introduction: Alzheimer's disease (AD) remains a pervasive and challenging neurodegenerative disorder with profound implications for individuals, families, and…”
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Cutaneous manifestations associated with COVID-19: summary of current knowledge
Published in Journal of education, health and sport (02-02-2024)“…Introduction and purpose: Coronavirus disease (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), had been spreading rapidly…”
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Depression development in patients with OA, and its impact on treatment outcome - a literature review
Published in Journal of education, health and sport (25-07-2023)“…Introduction and aim of the study: Osteoarthritis (OA) and depression are leading causes of disease burden worldwide and important public health problems. A…”
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Search for Higgs Boson Decay to a Charm Quark-Antiquark Pair in Proton-Proton Collisions at sqrt[s]=13 TeV
Published in Physical review letters (11-08-2023)Get full text
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Search for a massive scalar resonance decaying to a light scalar and a Higgs boson in the four b quarks final state with boosted topology
Published in Physics letters. B (10-07-2023)“…We search for new massive scalar particles X and Y through the resonant process X→YH→bb¯bb¯, where H is the standard model Higgs boson. Data from CERN LHC…”
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Benchmark data and model independent event classification for the large hadron collider
Published in SciPost physics (01-01-2022)“…We describe the outcome of a data challenge conducted as part of the Dark Machines (https://www.darkmachines.org) initiative and the Les Houches 2019 workshop…”
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Journal Article