Korbinian Kottmann
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018/11/12 by Ville Bergholm, Bergholm, Ville, Josh Izaac +133 · 233 citations
Computer Science · #Algorithm #Automatic differentiation #Computation #Computational Physics (physics.comp-ph) #Computational science #Computer engineering #Computer science #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Parallel computing #Physics #Plug-in #Programming language #Python (programming language) #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum algorithm #Quantum computer #Quantum machine learning #Quantum mechanics #Qubit #Theoretical computer science
- Unsupervised machine learning of topological phase transitions from experimental data
2021/01/31 by Niklas Käming, Anna Dawid, Korbinian Kottmann +5 · 80 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Mathematics · Physics and Astronomy · #Algorithm #Artificial intelligence #Combinatorics #Computer science #Condensed matter physics #Machine Learning in Materials Science #Machine learning #Mathematics #Phase transition #Physics #Protein Structure and Dynamics #Quantum many-body systems #Statistical physics #Topological data analysis #Topology (electrical circuits) #Unsupervised learning #cond-mat.dis-nn #cond-mat.mes-hall #cond-mat.quant-gas #quant-ph