Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201231504> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3201231504 abstract "Here, we propose a novel method for representation of general spin systems using Restricted Boltzmann Machine with Softmax Regression (SRBM) that follows the probability distribution of the training data. SRBM training is performed using stochastic reconfiguration method to find approximate representation of many body wave functions. We have shown that proposed SRBM technique performs very well and achieves the trial wave function, in a numerically more efficient way, which is in good agreement with the theoretical prediction. We demonstrated that the prediction of the trial wave function through SRBM becomes more accurate as one increases the number of hidden units. We evaluated the accuracy of our method by studying the spin-1/2 quantum systems with softmax RBM which shows good accordance with the Exact Diagonalization(ED). We have also compared the energies of spin chains of a few spin multiplicities($1, 3/2$ and $2$) with ED and DMRG results." @default.
- W3201231504 created "2021-09-27" @default.
- W3201231504 creator A5055577106 @default.
- W3201231504 creator A5059196962 @default.
- W3201231504 creator A5066768067 @default.
- W3201231504 date "2021-09-22" @default.
- W3201231504 modified "2023-09-27" @default.
- W3201231504 title "Repesentation of general spin-$S$ systems using a Restricted Boltzmann Machine with Softmax Regression." @default.
- W3201231504 cites W1813659000 @default.
- W3201231504 cites W2582886917 @default.
- W3201231504 cites W2890158990 @default.
- W3201231504 hasPublicationYear "2021" @default.
- W3201231504 type Work @default.
- W3201231504 sameAs 3201231504 @default.
- W3201231504 citedByCount "0" @default.
- W3201231504 crossrefType "posted-content" @default.
- W3201231504 hasAuthorship W3201231504A5055577106 @default.
- W3201231504 hasAuthorship W3201231504A5059196962 @default.
- W3201231504 hasAuthorship W3201231504A5066768067 @default.
- W3201231504 hasConcept C105795698 @default.
- W3201231504 hasConcept C113603373 @default.
- W3201231504 hasConcept C11413529 @default.
- W3201231504 hasConcept C121332964 @default.
- W3201231504 hasConcept C121864883 @default.
- W3201231504 hasConcept C14036430 @default.
- W3201231504 hasConcept C154945302 @default.
- W3201231504 hasConcept C17744445 @default.
- W3201231504 hasConcept C188441871 @default.
- W3201231504 hasConcept C192576344 @default.
- W3201231504 hasConcept C199354608 @default.
- W3201231504 hasConcept C199539241 @default.
- W3201231504 hasConcept C2776359362 @default.
- W3201231504 hasConcept C33923547 @default.
- W3201231504 hasConcept C35304006 @default.
- W3201231504 hasConcept C41008148 @default.
- W3201231504 hasConcept C42704618 @default.
- W3201231504 hasConcept C50644808 @default.
- W3201231504 hasConcept C62520636 @default.
- W3201231504 hasConcept C78458016 @default.
- W3201231504 hasConcept C83546350 @default.
- W3201231504 hasConcept C86803240 @default.
- W3201231504 hasConcept C94625758 @default.
- W3201231504 hasConcept C97355855 @default.
- W3201231504 hasConceptScore W3201231504C105795698 @default.
- W3201231504 hasConceptScore W3201231504C113603373 @default.
- W3201231504 hasConceptScore W3201231504C11413529 @default.
- W3201231504 hasConceptScore W3201231504C121332964 @default.
- W3201231504 hasConceptScore W3201231504C121864883 @default.
- W3201231504 hasConceptScore W3201231504C14036430 @default.
- W3201231504 hasConceptScore W3201231504C154945302 @default.
- W3201231504 hasConceptScore W3201231504C17744445 @default.
- W3201231504 hasConceptScore W3201231504C188441871 @default.
- W3201231504 hasConceptScore W3201231504C192576344 @default.
- W3201231504 hasConceptScore W3201231504C199354608 @default.
- W3201231504 hasConceptScore W3201231504C199539241 @default.
- W3201231504 hasConceptScore W3201231504C2776359362 @default.
- W3201231504 hasConceptScore W3201231504C33923547 @default.
- W3201231504 hasConceptScore W3201231504C35304006 @default.
- W3201231504 hasConceptScore W3201231504C41008148 @default.
- W3201231504 hasConceptScore W3201231504C42704618 @default.
- W3201231504 hasConceptScore W3201231504C50644808 @default.
- W3201231504 hasConceptScore W3201231504C62520636 @default.
- W3201231504 hasConceptScore W3201231504C78458016 @default.
- W3201231504 hasConceptScore W3201231504C83546350 @default.
- W3201231504 hasConceptScore W3201231504C86803240 @default.
- W3201231504 hasConceptScore W3201231504C94625758 @default.
- W3201231504 hasConceptScore W3201231504C97355855 @default.
- W3201231504 hasLocation W32012315041 @default.
- W3201231504 hasOpenAccess W3201231504 @default.
- W3201231504 hasPrimaryLocation W32012315041 @default.
- W3201231504 hasRelatedWork W2025870545 @default.
- W3201231504 hasRelatedWork W2055701077 @default.
- W3201231504 hasRelatedWork W2065573570 @default.
- W3201231504 hasRelatedWork W2076379191 @default.
- W3201231504 hasRelatedWork W2164425012 @default.
- W3201231504 hasRelatedWork W2248329834 @default.
- W3201231504 hasRelatedWork W2558972065 @default.
- W3201231504 hasRelatedWork W2767960666 @default.
- W3201231504 hasRelatedWork W2891096845 @default.
- W3201231504 hasRelatedWork W3012588797 @default.
- W3201231504 hasRelatedWork W3040536474 @default.
- W3201231504 hasRelatedWork W3082404120 @default.
- W3201231504 hasRelatedWork W3087567662 @default.
- W3201231504 hasRelatedWork W3099999325 @default.
- W3201231504 hasRelatedWork W3102379387 @default.
- W3201231504 hasRelatedWork W3163173181 @default.
- W3201231504 hasRelatedWork W3170891774 @default.
- W3201231504 hasRelatedWork W3172966451 @default.
- W3201231504 hasRelatedWork W325994529 @default.
- W3201231504 hasRelatedWork W1813996912 @default.
- W3201231504 isParatext "false" @default.
- W3201231504 isRetracted "false" @default.
- W3201231504 magId "3201231504" @default.
- W3201231504 workType "article" @default.