Roman Ilchenko

@RomanIlchenko1308 · User

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Senior CFD/CAE & Simulation Engineer | Senior Software Engineer | Senior Mechanical Engineer | CFD/CAE Automation · AI/ML for Engineering | Scientific Software

Mercedes‑BenzBarcelona, Spain10 followers33 repositories

Repositories

RomanIlchenko1308/DeepCAD

code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

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RomanIlchenko1308/vibration-analysis

Read vibration data from Excel, clean it, analyze patterns in time and frequency domains, and determine if the machine is healthy.

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RomanIlchenko1308/noether

Deep-learning framework for Engineering AI. Built on transformer building blocks, it delivers the full engineering stack, allowing teams to build, train, and operate industrial simulation models across engineering verticals.

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RomanIlchenko1308/SPHinXsys

SPHinXsys provides C++ APIs for engineering simulation and optimization. It aims at complex systems driven by fluid, structure, multi-body dynamics and beyond. The multi-physics library is based on a unique and unified computational framework by which strong coupling has been achieved for all involved physics.

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RomanIlchenko1308/DrivAerNet

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

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RomanIlchenko1308/Python-project-Scripts

This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo

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RomanIlchenko1308/Kratos

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

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