2022
Transformer-based protein generation with regularized latent space optimization
Castro E, Godavarthi A, Rubinfien J, Givechian K, Bhaskar D, Krishnaswamy S. Transformer-based protein generation with regularized latent space optimization. Nature Machine Intelligence 2022, 4: 840-851. DOI: 10.1038/s42256-022-00532-1.Peer-Reviewed Original Research
2021
Noise Space Optimization for GANs
Amodio M, Krishnaswamy S. Noise Space Optimization for GANs. 2021, 00: 1-8. DOI: 10.1109/ijcnn52387.2021.9533564.Peer-Reviewed Original Research
2012
Generalized SAT-sweeping for post-mapping optimization
Welp T, Krishnaswamy S, Kuehlmann A. Generalized SAT-sweeping for post-mapping optimization. 2012, 814-819. DOI: 10.1145/2228360.2228507.Peer-Reviewed Original ResearchTree-based approachEffective optimization algorithmSuboptimal networksMapping problemBoolean satisfiabilityEfficient implementationAlgorithm searchesMapping algorithmOptimization algorithmAlgorithmSynthesis flowTechnology libraryNetworkExperimental resultsOptimization stepImplementationNetsReimplementationSatisfiabilityPractice useSupport netLibraryOptimizationSearch