Optical NOx Sensor Device
Hazardous gas detection with Raspberry Pi
Clemens Wager, MSc
About me
Questions in natural sciences become increasingly complex and require powerful tools to find answers. I realized this during my bachelor's degree of Biology at the University of Vienna (2016 - 2020). So, I wanted to enhance my broad knowledge of natural sciences with computer science and mathematics. Hence, I decided to study the master's degree of Computational Science at the University of Vienna (2020 - 2024). Besides learning methods for Data Analysis and Scientific Computing during this master's program, my main interests include Machine Learning, Simulations and Modeling. Continuing my academic eduction I pursue a doctor's degree in natural sciences in the field of Physics at University of Vienna.
My Research
Currently, I am researching in the field of micromagnetism funded by
MagLearn Project
(UCE Krems x Toyota).
My work focusses on computational material design for permanent magnets through physics informed machine learning.
My research interests also include advanced optimization techniques,
particularly to work on complex, multi-objective problems associated with permanent magnet design.
I am dedicated to study novel chemical compositions of permanent magnetic materials that reduce rare
earth content contributing to building more sustainable green energy technologies.
While working on
my master thesis
I have explored the effectiveness of active learning schemes as a method for minimizing computationally
expensive objective functions, comparing its performance against traditional optimization algorithms.
My work has involved creating a modular Python framework to conduct comprehensive experiments.
Selection of Coding Projects
Cloud Storage Backup Service
Well logged and documented service for Linux
Agent-based Model of Locusts
NetLogo model with behavioral phase change
SIR-model for Covid-19
Pandemic model (Austria, 2021)
Bird Image Classifier
Classification with a Convolutional Neural Network
Trajectory Prediction
Prediction of missing data from a dataset
Database Interface Web-App
Combining SQL, NoSQL and cloud-based DBs
Satellite Orbit Simulation
Simulation of a satellite's trajectory around the sun
Driven Pendulum Simulation
Simulation of a harmonically driven pendulum