Publication Graph
To get a visual representation of citations between different authors, I built a visualization tool. You can add multiple authors to a list, and the tool then gathers all the publications where the...
Sven Angerer
From PDEs to Certified Reduced Models: A Bird's-Eye View
A summary of notes from the lecture about model order reduction in the summer semester 2026. Many similar PDEs: A huge range of physical models, such as heat spreading, ink dispersing in a curren...
Interactive T-Distribution
Degrees of Freedom (df): 10 Significance Level (α): 0.10 0.05 0.025 0.01 0.005 Test Type: ...
Exploring Machine Learning Inference on FPGAs for Real-Time Data Processing in High-Energy Physics
Abstract The upcoming upgrades to CERN’s particle accelerator infrastructure, particularly the High-Luminosity Large Hadron Collider (HL-LHC), will lead to significantly higher data rates in exper...
Building an Enterprise Knowledge Assistant with RAG
Why RAG? Large Language Models (LLMs) are incredibly useful for answering questions about topics they were trained on. They make vast amounts of information easily accessible and excel at processi...
Autonomous Robots: Perception, Control, and Navigation
Project Details Role: Student Project Type: University Course Project Core Concepts: Sensor Fusion, CI/CD Technologies & Concepts C++ & OpenCV Docker & CI/CD Pipelines ...
Publication: A clustering-based approach to identify similar driving sections
This paper’s primary contribution is a theoretical framework for segmenting data through refined clustering. It employs a multi-level clustering approach and introduces a smoothing technique to han...
Thesis: Forecasting Multivariate Time Series with Temporal Fusion Transformer
My Bachelor’s thesis focused on multivariate time series forecasting, leveraging Temporal Fusion Transformers (TFTs) to improve prediction accuracy by incorporating features with known future values.
Multiscale Modeling of Chemical Reactors with Neural Networks
Project Details Role: Research & Development Project Type: University Project Core Concept: Physics-Informed ML Technologies Used Python PyTorch torchdiffeq Library Project ...