{ "basics": { "name": "Florian Sestak", "label": "Scientist", "image": "", "email": "florian.sestak@gmail.com", "url": "https://fses91.github.io", "summary": "PhD candidate in Artificial Intelligence", "location": { "address": "", "postalCode": "", "city": "", "countryCode": "AT", "region": "Austria" }, "profiles": [ { "network": "X", "username": "fses91", "url": "https://x.com/fses91" } ] }, "work": [ { "name": "Johannes Kepler University", "position": "Research Scientist (Phd student)", "url": "https://www.jku.at", "startDate": "2022-03-01", "endDate": "", "summary": "Artificial Intelligence and Machine Learning in Biology and Physics", "highlights": [] }, { "name": "7LYTIX", "position": "Data Scientist", "url": "https://www.siemens.com", "startDate": "2019-11-01", "endDate": "2021-08-01", "summary": "Applied Machine Learning", "highlights": [] }, { "name": "Siemens", "position": "Data Scientist", "url": "https://www.siemens.com", "startDate": "2017-06-01", "endDate": "2019-07-01", "summary": "Customer Analytics and Sensor Data Analysis", "highlights": [] }, { "name": "Spatial Focus", "position": "Software Engineer", "url": "https://www.spatial-focus.net", "startDate": "2016-03-01", "endDate": "2016-05-01", "summary": "C#, ASP.NET MVC, SQL, PostgreSQL", "highlights": [] }, { "name": "Fotec", "position": "Software Engineer", "url": "https://www.fotec.at", "startDate": "2015-08-01", "endDate": "2016-08-01", "summary": "C#, ASP.NET MVC, SQL, Telerik, Javascript, Xamarin Forms, Xamarin iOS, Xamarin Android", "highlights": [] } ], "volunteer": [], "education": [ { "institution": "University of Applied Sciences Wiener Neustadt", "location": "Wiener Neustadt", "url": "https://www.fhwn.ac.at", "area": "Computer Science", "studyType": "Bachelor of Science", "endDate": "2016", "courses": [] }, { "institution": "Johannes Kepler University", "location": "Linz", "url": "https://www.jku.at", "area": "Bioinformatics", "studyType": "Master of Science", "endDate": "2021", "courses": [] }, { "institution": "Johannes Kepler University", "location": "Linz", "url": "https://www.jku.at", "area": "Artificial Intelligence", "studyType": "PhD (ongoing)", "endDate": "", "courses": [] } ], "awards": [], "certificates": [], "publications": [ { "name": "LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities", "publisher": "", "releaseDate": "2025", "url": "https://arxiv.org/abs/2502.12128", "summary": "" }, { "name": "Gnn-vpa: A variance-preserving aggregation strategy for graph neural networks", "publisher": "", "releaseDate": "2024", "url": "https://arxiv.org/abs/2403.04747", "summary": "" }, { "name": "Vn-egnn: E (3)-equivariant graph neural networks with virtual nodes enhance protein binding site identification", "publisher": "", "releaseDate": "2024", "url": "https://arxiv.org/abs/2404.07194", "summary": "" } ], "skills": [], "languages": [], "interests": [ { "name": "Machine Learning", "icon": "fa-solid fa-tag", "keywords": ["Generative Modeling", "Diffusion Models", "Flow Matching", "Bayesian Inference"] }, { "name": "Physics", "icon": "fa-solid fa-tag", "keywords": ["PDEs", "Fluid Dynamics"] }, { "name": "Biology", "icon": "fa-solid fa-tag", "keywords": ["Structural Biology", "Molecular Dynamics"] } ], "references": [], "projects": [] }