{"id":2834,"date":"2021-03-24T16:34:55","date_gmt":"2021-03-24T15:34:55","guid":{"rendered":"https:\/\/eurocc.nscc.sk\/?p=2834"},"modified":"2021-10-11T13:34:08","modified_gmt":"2021-10-11T11:34:08","slug":"summer-of-hpc-2","status":"publish","type":"post","link":"https:\/\/eurocc.nscc.sk\/en\/summer-of-hpc-2\/","title":{"rendered":"Summer of HPC: Neural networks in quantum chemistry"},"content":{"rendered":"
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Summer of HPC<\/strong>: Neural networks in quantum chemistry<\/strong><\/strong>
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Join our team in Bratislava for the summer of 2021 and gain experience in programming neural <\/b><\/span>networks and their usage in predicting molecular properties. \nPRACE partner countries and students studying at academic institutions in Europe have the opportunity to participate in summer internships at a HPC centre. Summer of HPC<\/a>\u00a0is a PRACE<\/a> programme that offers summer placements at HPC centres across Europe to late-stage undergraduate and master\u2019s students.<\/strong><\/p>\n<\/div>\n\n\n\n

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The main goal of this project is to investigate ability of NN frameworks to simulate molecular properties, where NN can emulate electronic wavefunction in local atomic orbitals representation as a function of molecular composition and atom positions or other molecular descriptors and representations. Our objective is to apply NN frameworks as predictor of molecular properties (energies, charges on atoms or evidence of hydrogen bonds) based on structural properties of these molecules (atomic positions). Implementation of NN frameworks will be performed using widely adopted TensorFlow library in Python code. For generation of molecular descriptors of chemical systems we apply DScribe library, which can be incorporated as a module directly in Python code. Next to the aforementioned \u201capplication part\u201d of the project, we also plan to (in)validate the widely accepted fact, that GPGPUs are superior execution platform for NNs to CPUs.<\/p>\n\n\n\n

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Late-stage undergraduate and master\u2019s students are invited to apply. Background in quantum-chemistry or physics is needed. We would alsowelcome advanced knowledge of fortran, basic knowledge of MPI, BLAS libraries and other HPC tools. Previous experience in HPC is not required as training will be provided. The most important attribute is a desire to learn, and share experiences with HPC.

Student will have access to the necessary learning material, as well as to our local IBM P775 supercomputer and x86 infiniband clusters.<\/p>\n\n\n\n

The summer programme begins on July 1st and ends on August 30th 2021. At the end of the internship students present their projects and may win a prize for the best project!<\/p>\n\n\n\n

Applications deadline is April 12th 2021.<\/p>\n\n\n\n

Apply now<\/strong><\/a><\/p>\n\n\n\n

Training materials<\/strong><\/a><\/p>\n\n\n\n

More info about this project<\/strong><\/a><\/p>\n\n\n\n

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NEWS<\/a><\/div>\n<\/div>\n\n\n
\"\"<\/a> ASAI AI Osobnos\u0165 2026<\/a> 17 Jun<\/span> -<\/span> Prest\u00ed\u017ene ocenenie ASAI AI Osobnos\u0165 2026<\/span><\/div>
\"\"<\/a> Ke\u010f AI klope na br\u00e1nu teol\u00f3gie<\/a> 11 Jun<\/span> -<\/span> Pre\u010do umel\u00e1 inteligencia patr\u00ed aj do teol\u00f3gie?<\/span><\/div>
\"\"<\/a> Nov\u00fd recept na skrotenie slne\u010dnej energie<\/a> 11 Jun<\/span> -<\/span> Umel\u00e1 inteligencia v spojen\u00ed s \u010distou fyzikou dok\u00e1\u017ee predpoveda\u0165 silu slne\u010dn\u00e9ho \u017eiarenia r\u00fdchlej\u0161ie a lacnej\u0161ie ne\u017e kedyko\u013evek predt\u00fdm<\/span><\/div><\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"

Summer of HPC: Neural networks in quantum chemistry. Join our team in Bratislava for the summer of 2021 and gain experience in programming neural networks and their usage in predicting molecular properties. <\/p>","protected":false},"author":2,"featured_media":2855,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"templates\/template-full-width.php","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/2834"}],"collection":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/comments?post=2834"}],"version-history":[{"count":22,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/2834\/revisions"}],"predecessor-version":[{"id":4196,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/2834\/revisions\/4196"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/media\/2855"}],"wp:attachment":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/media?parent=2834"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/categories?post=2834"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/tags?post=2834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}