Nicoli, Kim A.
- Physics-Informed Bayesian Optimization of Variational Quantum Circuits
2024/06/10 by Nicoli, Kim A., Anders, Christopher J., Funcke, Lena +7 · 5 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Modern applications of machine learning in quantum sciences
2022/04/08 by Anna Dawid, Dawid, Anna, Julian Arnold +55 · 3 citations
Computer Science · Materials Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
2023/02/27 by Nicoli, Kim A., Anders, Christopher J., Hartung, Tobias +3 · 3 citations
#Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG)
- SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
2025/05/26 by Janik Kreit, Kreit, Janik, Dominic Schuh +5 · 2 citations
#cs.LG #cond-mat.str-el #hep-lat #physics.comp-ph
- Multilevel Generative Samplers for Investigating Critical Phenomena
2025/03/11 by Ankur Singha, Singha, Ankur, Elia Cellini +9 · 2 citations
Psychology · #Creativity in Education and Neuroscience
- Dataset for "Simulating Correlated Electrons with Symmetry-Enforced Normalizing Flows"
2025/06/20 by Schuh, Dominic, Kreit, Janik, Berkowitz, Evan +4 · 2 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Electron and X-Ray Spectroscopy Techniques #Advanced Electron Microscopy Techniques and Applications #Nanopore and Nanochannel Transport Studies
- Simulating the Hubbard Model with Equivariant Normalizing Flows
2025/01/13 by Schuh, Dominic, Kreit, Janik, Berkowitz, Evan +4 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Strongly Correlated Electrons (cond-mat.str-el)