Research

On this page, you can find a list of my research-related works.

Awards

• 2026: Best Propagation Paper Award at EuCAP 2026 for the paper Fast, Differentiable, GPU-Accelerated Ray Tracing for Multiple Diffraction and Reflection Paths.

Publications

Preprint - Transform-Invariant Generative Ray Path Sampling for Efficient Radio Propagation Modeling

Journal, Paper, Preprint

Preprint - Fast, Differentiable, GPU-Accelerated Ray Tracing for Multiple Diffraction and Reflection Paths

Conference, Paper, Preprint

ICMLCN 2025 - Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing

10.1109/ICMLCN64995.2025.11140249 Conference, Paper, Poster, Software

EuCAP 2025 - Comparing Differentiable and Dynamic Ray Tracing: Introducing the Multipath Lifetime Map

10.23919/EuCAP63536.2025.10999736 Conference, Paper, Software, Talk

COST Meeting 2024 - Learning to Sample Ray Paths for Faster Point-to-Point Ray Tracing

Technical meeting, Talk, Paper

JOSS - DiffeRT2d: A Differentiable Ray Tracing Python Framework for Radio Propagation

10.21105/joss.06915 Journal, Talk, Paper, Software

EuCAP 2024 - Fully Differentiable Ray Tracing via Discontinuity Smoothing for Radio Network Optimization

10.23919/EuCAP60739.2024.10501570 Conference, Paper, Software, Talk

JOSE - Manim Slides: A Python package for presenting Manim content anywhere

10.21105/jose.00206 Journal, Paper, Software

EuCAP 2023 - Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing

10.23919/EuCAP57121.2023.10132934 Conference, Paper, Talk

COST Meeting 2022 - Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing

Technical meeting, Talk, Paper

SITB 2022 - Min-Path-Tracing: A Diffraction Aware Alternative to Image Method in Ray Tracing

Conference, Abstract, Poster

Reviews

See the Peer review section of my ORCID profile.

Fundings

See the Funding section of my ORCID profile.