Julian Arnold

1. 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)
2. Fast Detection of Phase Transitions with Multi-Task Learning-by-Confusion
   2023/11/15 by Julian Arnold, Arnold, Julian, Frank Schäfer +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
3. Machine learning phase transitions: Connections to the Fisher information
   2023/11/17 by Julian Arnold, Niels Lörch, Arnold, Julian +5 · 3 citations
   Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Statistical Mechanics and Entropy