Search Results - "SELVARAJAN, RAJA"

Prime factorization using quantum variational imaginary time evolution by Selvarajan, Raja, Dixit, Vivek, Cui, Xingshan, Humble, Travis S., Kais, Sabre

“…The road to computing on quantum devices has been accelerated by the promises that come from using Shor’s algorithm to reduce the complexity of prime…”
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Imaginary components of out-of-time-order correlator and information scrambling for navigating the learning landscape of a quantum machine learning model by Sajjan, Manas, Singh, Vinit, Selvarajan, Raja, Kais, Sabre

“…We introduce and analytically illustrate that hitherto unexplored imaginary components of out-of-time order correlators can provide unprecedented insight into…”
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Variational Quantum Circuits to Prepare Low Energy Symmetry States by Selvarajan, Raja, Sajjan, Manas, Kais, Sabre

“…We explore how to build quantum circuits that compute the lowest energy state corresponding to a given Hamiltonian within a symmetry subspace by explicitly…”
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Training Restricted Boltzmann Machines With a D-Wave Quantum Annealer by Dixit, Vivek, Selvarajan, Raja, Alam, Muhammad A., Humble, Travis S., Kais, Sabre

“…Restricted Boltzmann Machine (RBM) is an energy-based, undirected graphical model. It is commonly used for unsupervised and supervised machine learning…”
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Dimensionality Reduction with Variational Encoders Based on Subsystem Purification by Selvarajan, Raja, Sajjan, Manas, Humble, Travis S., Kais, Sabre

“…Efficient methods for encoding and compression are likely to pave the way toward the problem of efficient trainability on higher-dimensional Hilbert spaces,…”
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Hamiltonian Learning from Time Dynamics Using Variational Algorithms by Gupta, Rishabh, Selvarajan, Raja, Sajjan, Manas, Levine, Raphael D., Kais, Sabre

“…The Hamiltonian of a quantum system governs the dynamics of the system via the Schrodinger equation. In this paper, the Hamiltonian is reconstructed in the…”
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A Peptide in a Pill - Oral Semaglutide in the Management of Type 2 Diabetes by Selvarajan, Raja, Subramanian, Rashmi

“…T2DM (type 2 diabetes mellitus) is a chronic and progressive illness with high morbidity and death rates. Oral semaglutide (Rybelsus®) is a combination of…”
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An Observational Study on Glycemic Outcomes, Lifestyle and Psychosocial Health of Patients With Diabetes During Covid-19 Lockdown From Bangalore by Selvarajan, Raja, Jaganmohan, Balaji, Vijayaraghavan, Radhika

“…Background and Aims: Lockdown during the COVID-19 pandemic imposed many restrictions on the public. Loss of continuum of care along with improper lifestyle was…”
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Psitrum: An open source simulator for universal quantum computers by Alghadeer, Mohammed, Aldawsari, Eid, Selvarajan, Raja, Alutaibi, Khaled, Kais, Sabre, Alharbi, Fahhad H.

“…Quantum computing is a radical new paradigm for a technology that is capable to revolutionise information processing. Simulators of universal quantum computer…”
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Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data by Dixit, Vivek, Selvarajan, Raja, Aldwairi, Tamer, Koshka, Yaroslav, Novotny, Mark A., Humble, Travis S., Alam, Muhammad A., Kais, Sabre

“…A restricted Boltzmann machine (RBM) is a generative model that could be used in effectively balancing a cybersecurity dataset because the synthetic data a RBM…”
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1128-P: Prevalence of Obstructive Sleep Apnea in T2DM by AYYAGARI, USHA, NK, NARAYANAN, RM, MANIKANDAN, NATARAJAN, KANNAN, THUMALA, BOOCHANDRAN S., SELVARAJAN, RAJA, ERUKULAPATI, RAVI S., DAS, SAMBIT, DUVURU, SHANTHARAM, RP, RAJESH, KRISHNAMOORTHY, MOHAN, JAGANMOHAN, BALAJI, ASWATHIAH, SRINATH, KARUPPAN, BALAMURUGAN, PANDIAN, SELVA, DASH, KALPANA, YR, SRINIVAS, MADHAVDAS, DEEPAKLAL M., S, VENKATARAMAN, SESHADRI, KRISHNA

“…Prevalence of Obstructive Sleep Apnea (OSA) is reported as 23% in T2DM. OSA and T2DM share a bidirectional relationship, the effects of which are exacerbated…”
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Variational quantum circuits to prepare low energy symmetry states by Selvarajan, Raja, Sajjan, Manas, Kais, Sabre

“…We explore how to build quantum circuits that compute the lowest energy state corresponding to a given Hamiltonian within a Symmetry subspace by explicitly…”
Get full text

Imaginary components of out-of-time correlators and information scrambling for navigating the learning landscape of a quantum machine learning model by Sajjan, Manas, Singh, Vinit, Selvarajan, Raja, Kais, Sabre

“…Phys. Rev. Research, 2023 We introduce and analytically illustrate that hitherto unexplored imaginary components of out-of-time correlators can provide…”
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Dimensionality reduction with variational encoders based on subsystem purification by Selvarajan, Raja, Sajjan, Manas, Humble, Travis S, Kais, Sabre

“…Efficient methods for encoding and compression are likely to pave way towards the problem of efficient trainability on higher dimensional Hilbert spaces…”
Get full text

Hamiltonian learning from time dynamics using variational algorithms by Gupta, Rishabh, Selvarajan, Raja, Sajjan, Manas, Levine, Raphael D, Kais, Sabre

“…The Hamiltonian of a quantum system governs the dynamics of the system via the Schrodinger equation. In this paper, the Hamiltonian is reconstructed in the…”
Get full text

Psitrum and Universal Simulation of Quantum Computers by Alghadeer, Mohammed, Aldawsari, Eid, Selvarajan, Raja, Alutaibi, Khaled, Kais, Sabre, Alharbi, Fahhad H

“…Quantum computation is a radical new candidate for a technology that is capable to make a paradigm shift in information processing. However, current promising…”
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Psitrum: An Open Source Simulator for Universal Quantum Computers by Alghadeer, Mohammed, Aldawsari, Eid, Selvarajan, Raja, Alutaibi, Khaled, Kais, Sabre, Alharbi, Fahhad H

“…Quantum computing is a radical new paradigm for a technology that is capable to revolutionize information processing. Simulators of universal quantum computer…”
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Quantum Machine Learning for Chemistry and Physics by Sajjan, Manas, Li, Junxu, Selvarajan, Raja, Sureshbabu, Shree Hari, Kale, Sumit Suresh, Gupta, Rishabh, Singh, Vinit, Kais, Sabre

“…Chem. Soc. Rev., 2022 Machine learning (ML) has emerged into formidable force for identifying hidden but pertinent patterns within a given data set with the…”
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Prime Factorization Using Quantum Variational Imaginary Time Evolution by Selvarajan, Raja, Dixit, Vivek, Cui, Xingshan, Humble, Travis S, Kais, Sabre

“…The road to computing on quantum devices has been accelerated by the promises that come from using Shor's algorithm to reduce the complexity of prime…”
Get full text

Training a quantum annealing based restricted Boltzmann machine on cybersecurity data by Dixit, Vivek, Selvarajan, Raja, Aldwairi, Tamer, Koshka, Yaroslav, Novotny, Mark A, Humble, Travis S, Alam, Muhammad A, Kais, Sabre

“…V. Dixit et al., "Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data," in IEEE Transactions on Emerging Topics in…”
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