Publications
I am a co-author of over 100 papers, most of which with the LHCb Collaboration. Below are some selected papers to which I have contributed substantially. You can also check out my PhD thesis, Google Scholar and Inspire Hep.
Machine Learning
Enhancing searches for resonances with machine learning and moment decomposition, Ouail Kitouni, Benjamin Nachman, Constantin Weisser and Mike Williams, Journal of High Energy Physics volume 70, 2021
Autoencoders for Compression and Simulation in Particle Physics, Constantin Weisser et al., ICLR FSAI 2020
A hybrid deep learning approach to vertexing Part 1, Part 2, Part 3, Rui Fang and Henry F Schreiner and Michael D Sokoloff and Constantin Weisser and Mike Williams, 2020
Machine learning and multivariate goodness of fit, Constantin Weisser and Mike Williams, 2016
Pure Physics
Search for $A'\to \mu^+ \mu^-$ Decays, LHCb Collaboration, Physical Review Letters 124, 41801, 2020
Searches for low-mass dimuon resonances, LHCb Collaboration, Journal of HighEnergy Physics 10, 156, 2020.
Design and performance of the LHCb trigger and full real-time reconstruction in Run 2 of the LHC, R. Aaij et al., JINST 14 P04013, 2019
