Zobrazeno 1 - 10
of 251
pro vyhledávání: '"Phalak P"'
Autor:
Phalak, Yogesh, Pendar, Hodjat
In this theoretical study, we present an analytical framework to investigate the slithering motion of snakes on flat surfaces. While previous studies have predominantly relied on numerical methods to identify optimal locomotion kinematics, such appro
Externí odkaz:
http://arxiv.org/abs/2412.03725
Quantum Embeddings (QE) are essential for loading classical data into quantum systems for Quantum Machine Learning (QML). The performance of QML algorithms depends on the type of QE and how features are mapped to qubits. Traditionally, the optimal em
Externí odkaz:
http://arxiv.org/abs/2412.00286
Yoshimura origami is a classical folding pattern that has inspired many deployable structure designs. Its applications span from space exploration, kinetic architectures, and soft robots to even everyday household items. However, despite its wide usa
Externí odkaz:
http://arxiv.org/abs/2405.18558
Autor:
Phalak, Koustubh, Ghosh, Swaroop
Quantum Machine Learning (QML) is an accelerating field of study that leverages the principles of quantum computing to enhance and innovate within machine learning methodologies. However, Noisy Intermediate-Scale Quantum (NISQ) computers suffer from
Externí odkaz:
http://arxiv.org/abs/2405.11194
Quantum circuit transformation aims to produce equivalent circuits while optimizing for various aspects such as circuit depth, gate count, and compatibility with modern Noisy Intermediate Scale Quantum (NISQ) devices. There are two techniques for cir
Externí odkaz:
http://arxiv.org/abs/2403.12979
Autor:
Phalak, Koustubh, Ghosh, Swaroop
The use of Quantum Neural Networks (QNN) that are analogous to classical neural networks, has greatly increased in the past decade owing to the growing interest in the field of Quantum Machine Learning (QML). A QNN consists of three major components:
Externí odkaz:
http://arxiv.org/abs/2401.15442
Identification and verification of molecular properties such as side effects is one of the most important and time-consuming steps in the process of molecule synthesis. For example, failure to identify side effects before submission to regulatory gro
Externí odkaz:
http://arxiv.org/abs/2305.10473
Quantum Random Access Memory (QRAM) has the potential to revolutionize the area of quantum computing. QRAM uses quantum computing principles to store and modify quantum or classical data efficiently, greatly accelerating a wide range of computer proc
Externí odkaz:
http://arxiv.org/abs/2305.01178
Autor:
Phalak, Koustubh, Ghosh, Swaroop
In this paper, we propose shot optimization method for QML models at the expense of minimal impact on model performance. We use classification task as a test case for MNIST and FMNIST datasets using a hybrid quantum-classical QML model. First, we swe
Externí odkaz:
http://arxiv.org/abs/2304.12950
In the current Noisy Intermediate Scale Quantum (NISQ) era of quantum computing, qubit technologies are prone to imperfections, giving rise to various errors such as gate errors, decoherence/dephasing, measurement errors, leakage, and crosstalk. Thes
Externí odkaz:
http://arxiv.org/abs/2304.08678