Rodrigo A. Vargas–Hernández
- 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)
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018/11/12 by Ville Bergholm, Josh Izaac, Bergholm, Ville +133 · 2 citations
Computer Science · #Computational Physics (physics.comp-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Differentiable quantum computational chemistry with PennyLane
2021/11/18 by Juan Miguel Arrazola, Arrazola, Juan Miguel, Soran Jahangiri +33 · 1 citation
Computer Science · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- GFlowNets for Hamiltonian decomposition in groups of compatible operators
2024/10/21 by Isaac L. Huidobro-Meezs, Jun Dai, Huidobro-Meezs, Isaac L. +6 · 2 voices · 1 citation
Business, Management and Accounting · Computer Science · Materials Science · #Graphite, nuclear technology, radiation studies #Information Systems and Technology Applications #Mathematical Control Systems and Analysis #cs.LG #quant-ph