{"id":514,"date":"2024-05-22T21:38:30","date_gmt":"2024-05-22T19:38:30","guid":{"rendered":"https:\/\/www.hsu-hh.de\/am\/?page_id=514"},"modified":"2025-12-23T13:23:00","modified_gmt":"2025-12-23T12:23:00","slug":"hosseini","status":"publish","type":"page","link":"https:\/\/www.hsu-hh.de\/am\/hosseini","title":{"rendered":"Applied Mathematics Group"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><em><strong><abbr title=\"Doktor\">Dr.<\/abbr>  Vahid Reza Hosseini<\/strong><\/em> <\/h2>\n\n\n\n<p>Office: 1225 (Building H1)<br>Phone: +49 40 6541-3831<br>Email: hosseinv.(at).hsu-hamburg.de<\/p>\n\n\n\n<p class=\"has-text-align-left\"><strong>Vahid Reza <\/strong>is a computational scientist with expertise in numerical methods, scientific computing, and applied machine learning. He has hands-on experience with physics-informed neural networks (PINNs), surrogate modeling, and uncertainty quantification, applied to multi-physics problems in materials science, Bio-Mathematics, epidemiological Modeling, and interface problems. Proficient in Python, MATLAB, and high-performance computing, he has authored 20+ peer-reviewed publications and contributed to large-scale modeling and simulation projects across academia and industry.<\/p>\n\n\n\n<p><strong>Technical Skills:<br><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Programming Languages: Python, MATLAB, LaTeX, Fortran<\/li>\n\n\n\n<li>Python Packages: Pytorch, Jax, Pandas, NumPy, Seaborn, SciPy, Scikit-learn, TensorFlow 2, Bayesflow<\/li>\n\n\n\n<li>Commercial software: COMSOL Multiphysics, Avizo<br><br><\/li>\n<\/ul>\n\n\n\n<p><strong>Research interest<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Developing Physics-Informed Machine Learning (PIML): DeepONets, Physics-Informed Neural Networks, Gaussian Processes, Fourier Neural Operator<\/li>\n\n\n\n<li>Developing Komogorov-Arnold Network (KAN)<\/li>\n\n\n\n<li>Simulation and modelling methods for batteries<\/li>\n\n\n\n<li>Solving inverse problems &amp; Parameter estimation<\/li>\n\n\n\n<li> Data-driven modeling in computational mechanics &amp; materials science<\/li>\n\n\n\n<li>Peridynamic differential operators &amp; nonlocal mechanics<\/li>\n\n\n\n<li> Meshless numerical methods for solid\/fluid mechanics.<\/li>\n\n\n\n<li>Applications of Fractional Calculus in Science &amp; Engineering<\/li>\n\n\n\n<li>Bio-Mathematics  and Epidemiological Modeling<br><br><\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Curriculum Vitae: <\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100px\">\n<p><strong>Since 2023:<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:200px\">\n<p> Researcher<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:268px\">\n<p>Institute of Applied Mathematics                                                     <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:310px\">\n<p><strong>Helmut Schmidt University Hamburg<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Projects: <\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>dtec.bw: <a href=\"https:\/\/www.hsu-hh.de\/am\/dtec-bw\">https:\/\/www.hsu-hh.de\/am\/dtec-bw<\/a><\/li>\n\n\n\n<li>Hibrain: <strong> <\/strong><a href=\"https:\/\/www.hsu-hh.de\/am\/hibrain\">https:\/\/www.hsu-hh.de\/am\/hibrain<\/a><\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Recent Publications:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li> <strong><a href=\"https:\/\/scholar.google.com\/citations?user=OZ1L4oIAAAAJ&amp;hl=en\" data-type=\"link\" data-id=\"https:\/\/scholar.google.com\/citations?user=OZ1L4oIAAAAJ&amp;hl=en\" rel='nofollow'>Google Scholar<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.researchgate.net\/profile\/Vahid-Reza-Hosseini\" rel='nofollow'>researchgate<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>Peer Review Activities: <br><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Neural computing &amp; applications<\/li>\n\n\n\n<li>Applied soft computing<\/li>\n\n\n\n<li>Computational particle mechanics<\/li>\n\n\n\n<li>Computers &amp; mathematics with applications<br><a href=\"https:\/\/orcid.org\/0000-0003-3427-2293\" rel='nofollow'>https:\/\/orcid.org\/0000-0003-3427-2293<\/a><br><br><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dr. Vahid Reza Hosseini Office: 1225 (Building H1)Phone: +49 40 6541-3831Email: hosseinv.(at).hsu-hamburg.de Vahid Reza is a computational scientist with expertise in numerical methods, scientific computing, and applied machine learning. He [&hellip;]<\/p>\n","protected":false},"author":1418,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-514","page","type-page","status-publish","hentry","category-team"],"_links":{"self":[{"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/pages\/514","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/users\/1418"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/comments?post=514"}],"version-history":[{"count":52,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/pages\/514\/revisions"}],"predecessor-version":[{"id":776,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/pages\/514\/revisions\/776"}],"wp:attachment":[{"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/media?parent=514"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/categories?post=514"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hsu-hh.de\/am\/wp-json\/wp\/v2\/tags?post=514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}