{"id":1217,"date":"2024-07-23T09:34:51","date_gmt":"2024-07-23T07:34:51","guid":{"rendered":"https:\/\/wi.pb.edu.pl\/p\/?page_id=1217"},"modified":"2024-07-23T09:34:51","modified_gmt":"2024-07-23T07:34:51","slug":"krzysztof-jurczuk-research-interests","status":"publish","type":"page","link":"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/","title":{"rendered":"Krzysztof Jurczuk &#8211; Research Interests"},"content":{"rendered":"<p>&nbsp;<\/p>\n<ul>\n<li>Parallel and distributed computing:<br \/>\n&#8211; distributed memory and shared address space programming,<br \/>\n&#8211; cluster computing, GPGPU, multi-core computing, multi-GPU<br \/>\n&#8211; MPI, OpenMP, CUDA, OpenCL, Hadoop, Spark, &#8230;<br \/>\n&#8211; load balancing,<br \/>\n&#8211; applications in computer modeling, biomedical and health informatics, data mining, evolutionary algorithms, &#8230;<br \/>\n&#8211; &#8230;<\/li>\n<li>Data mining and machine learning:<br \/>\n&#8211; evolutionary computation,<br \/>\n&#8211; decision trees,<br \/>\n&#8211; parallel models\/approaches,<br \/>\n&#8211; ensemble learning,<br \/>\n&#8211; explainable machine learning (XML), explainable artificial intelligence (XAI)<br \/>\n&#8211; &#8230;<\/li>\n<li>Biomedical applications of computer science, computational modeling:<br \/>\n&#8211; physiological organ (e.g. liver) modeling,<br \/>\n&#8211; flow phenomena, blood flow simulation, computational fluid dynamics (CFD), lattice Boltzmann method (LBM),<br \/>\n&#8211; parallel algorithms of vascular development,<br \/>\n&#8211; radioembolization, transport phenomena,<br \/>\n&#8211; &#8230;<\/li>\n<li>Magnetic Resonance Imaging:<br \/>\n&#8211; virtual scanners, simulators,<br \/>\n&#8211; flow in MRI, computational fluid dynamics (CFD),<br \/>\n&#8211; time-of-flight (TOF) MR Angiography (MRA), phase contrast MRA,<br \/>\n&#8211; lattice Boltzmann method (LBM), Navier-Stokes solvers,<br \/>\n&#8211; parallel computing in MRI,<br \/>\n&#8211; code and algorithm optimization in MRI simulations,<br \/>\n&#8211; &#8230;<\/li>\n<li>Other:<br \/>\n&#8211; genomics (sequencing, storing and managing high-throughput genomics and other omics data, &#8230;) in framework of an NCBiR project &#8222;Development of Personalized Diagnostic of Malignant Tumors based on tumor heterogeneity and integrated genomic, transcriptomic, metabolomic and imaging PET\/MRI analysis. Getting Ready for Individualized Therapy&#8221;),<br \/>\n&#8211; deep learning,<br \/>\n&#8211; bioinformatics,<br \/>\n&#8211; &#8230;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Parallel and distributed computing: &#8211; distributed memory and shared address space programming, &#8211; cluster<a class=\"read-more\" href=\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\" title=\"Poka\u017c artyku\u0142 Krzysztof Jurczuk &#8211; Research Interests\">wi\u0119cej<\/a><\/p>\n","protected":false},"author":14,"featured_media":0,"parent":1207,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1217","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Krzysztof Jurczuk - Research Interests - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Krzysztof Jurczuk - Research Interests - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\" \/>\n<meta property=\"og:description\" content=\"&nbsp; Parallel and distributed computing: &#8211; distributed memory and shared address space programming, &#8211; clusterwi\u0119cej\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\" \/>\n<meta property=\"og:site_name\" content=\"Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\",\"url\":\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\",\"name\":\"Krzysztof Jurczuk - Research Interests - Strony pracownik\u00f3w Wydzia\u0142u Informatyki Politechniki Bia\u0142ostockiej\",\"isPartOf\":{\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/#website\"},\"datePublished\":\"2024-07-23T07:34:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/wi.pb.edu.pl\/p\/krzysztof-jurczuk\/krzysztof-jurczuk-research-interests\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Strona g\u0142\u00f3wna\",\"item\":\"https:\/\/wi.pb.edu.pl\/p\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"dr in\u017c. 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