StefKats
MPhys Computational Physics (University of Edinburgh). Here to learn and experiment with ML in HEP.
Pinned Repositories
Quantum-Computing-Project
Here we will develop code which will simulate a quantum computer capable of carrying out quantum computations
Affective-computing
A curated list of awesome affective computing 🤖❤️ papers, software, open-source projects, and resources
Data-Analysis-and-ML
Projects and checkpoints for the University of Edinburgh DAML graduate course
FPGAs
FPGAs in cloud computing and machine learning production pipelines
HEP-ML
A summary of important ML papers in HEP
IBM-Data-Science-Professional-Certificate-Specialization
IBM Applied Data Science Capstone
madminer
Machine learning–based inference toolkit for particle physics
MPhys-Adversarial-Mass-Decorrelation
Adaptation of adversarial techniques from https://arxiv.org/pdf/1703.03507 for Higgs physics
Personal-webpage
SND-LHC-Shower-Reconstruction
Hadronic shower reconstruction for the SND@LHC experiment.
StefKats's Repositories
StefKats/Affective-computing
A curated list of awesome affective computing 🤖❤️ papers, software, open-source projects, and resources
StefKats/Data-Analysis-and-ML
Projects and checkpoints for the University of Edinburgh DAML graduate course
StefKats/FPGAs
FPGAs in cloud computing and machine learning production pipelines
StefKats/HEP-ML
A summary of important ML papers in HEP
StefKats/IBM-Data-Science-Professional-Certificate-Specialization
IBM Applied Data Science Capstone
StefKats/madminer
Machine learning–based inference toolkit for particle physics
StefKats/MPhys-Adversarial-Mass-Decorrelation
Adaptation of adversarial techniques from https://arxiv.org/pdf/1703.03507 for Higgs physics
StefKats/Personal-webpage
StefKats/Quantum-Computing-Project
Here we will develop code which will simulate a quantum computer capable of carrying out quantum computations
StefKats/SND-LHC-Shower-Reconstruction
Hadronic shower reconstruction for the SND@LHC experiment.
StefKats/Transformer-Mass-Reconstruction
Developed a transformer encoder network, inspired by https://arxiv.org/abs/2202.03772, for diHiggs invariant mass reconstruction..
StefKats/Web-development
Tasks from AY