Publications

Multimodal Neural Network-Based Predictive Modeling of Nanoparticle Properties from Pure Compounds

QuantumShellNet: Ground-state eigenvalue prediction of materials using electronic shell structures and fermionic properties via convolutions

Enhancing the electronic properties of TiO2 nanoparticles through carbon doping: An integrated DFTB and computer vision approach

High-precision laser focus positioning of rough surfaces by deep learning

A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy

Noise Robust High Precision and Real-Time Focus Detection for Laser Micromanaging

Noise robust focal distance detection in laser material processing using CNNs and Gaussian processes

Machine learning-based high-precision and real-time focus detection for laser material processing systems