Risultati della ricerca - encoding (algorithm OR algorithmsssic)

Assessment of few-hits machine learning classification algorithms for low energy physics in liquid argon detectors di Moretti, Roberto, Rossi, Marco, Biassoni, Matteo, Giachero, Andrea, Grossi, Michele, Guffanti, Daniele, Labranca, Danilo, Terranova, Francesco, Vallecorsa, Sofia

Sommario: “... reaped because few-hits events encode information that can hardly be exploited by conventional...”
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An abstract model of nonrandom, non-Lamarckian mutation in evolution using a multivariate estimation-of-distribution algorithm di Vasylenko, Liudmyla, Livnat, Adi

Sommario: “... over generations. Based on the estimation-of-distribution algorithms framework, we present a simulation...”
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Calculating the expected value function of a two-stage stochastic optimization program with a quantum algorithm di Rotello, Caleb, Graf, Peter, Reynolds, Matthew, Jones, Eric B., Winkleblack, Cody James, Jones, Wesley

Sommario: “... possible future scenarios. This work uses a quantum algorithm to estimate the expected value function...”
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A proof of P != NP (New symmetric encryption algorithm against any linear attacks and differential attacks) di Ming, Gao

Sommario: “.... Its impact has penetrated into all aspects of algorithm design, especially in the field...”
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Towards multiqudit quantum processor based on a $^{171}$Yb$^{+}$ ion string: Realizing basic quantum algorithms di Zalivako, Ilia V., Nikolaeva, Anastasiia S., Borisenko, Alexander S., Korolkov, Andrei E., Sidorov, Pavel L., Galstyan, Kristina P., Semenin, Nikita V., Smirnov, Vasilii N., Aksenov, Mikhail A., Makushin, Konstantin M., Kiktenko, Evgeniy O., Fedorov, Aleksey K., Semerikov, Ilya A., Khabarova, Ksenia Yu., Kolachevsky, Nikolay N.

Sommario: “... executing quantum algorithms. In each of the 8 ions, we use four electronic levels coupled by E2 optical...”
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Approximate level-by-level maximum-likelihood decoding based on the Chase algorithm for high-rate concatenated stabilizer codes di Kakizaki, Takeshi

Sommario: “... problems. To realize large-scale FTQC, it is essential to encode logical qubits using quantum error...”
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From quantum to quantum-inspired: the LogQ algorithm as a non-linear continuous relaxation of variables method di Messud, Jérémie, Chatterjee, Yagnik

Sommario: “...The LogQ algorithm encodes Quadratic Unconstrained Binary Optimization (QUBO) problems, which...”
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A smart and intelligence based controlling algorithms for maximum power extraction and effective battery management in EV systems di P. Arun Nambi, S. Muthubalaji, S. Srinivasan, Mohanraj Bellie Subramani

Sommario: “...A smart and intelligence based controlling algorithms for maximum power extraction and effective...”
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Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled DCE‐MRI data di Aditya Rastogi, Phaneendra Kumar Yalavarthy

Sommario: “...Greybox: A hybrid algorithm for direct estimation of tracer kinetic parameters from undersampled...”
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Explicit Runge-Kutta algorithm to solve non-local equations with memory effects: case of the Maxey-Riley-Gatignol equation di Jaganathan, Divya, Govindarajan, Rama, Vasan, Vishal

Sommario: “... by introducing a new dynamical co-evolving state variable that encodes memory of past states. We develop a Runge...”
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A multi-algorithm approach for operational human resources workload balancing in a last mile urban delivery system di Moreno-Saavedra, Luis M., Jimenez-Fernandez, Silvia, Portilla-Figueras, Antonio, Casillas-Perez, David, Salcedo-Sanz, Sancho

Sommario: “... with different problem encodings, and a hybrid evolutionary ensemble algorithm. We have illustrated...”
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How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model di Gu, Hanxue, Dong, Haoyu, Yang, Jichen, Mazurowski, Maciej A.

Sommario: “... backbone architectures, model components, and fine-tuning algorithms across 18 combinations, and evaluates...”
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Can a Quantum Support Vector Machine algorithm be utilized to identify Key Biomarkers from Multi-Omics data of COVID19 patients? di Choi, Junggu, Yu, Chansu, Jung, Kyle L., Foo, Suan-Sin, Chen, Weiqiang, Comhair, Suzy AA, Erzurum, Serpil C., Jehi, Lara, Jung, Jae U.

Sommario: “... of the Quantum Support Vector Machine (QSVM) algorithm for biomarker-based classification of COVID-19. Proteomic...”
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Cardiac abnormalities from 12‐Lead ECG signals prediction based on deep convolutional neural network optimized with nomadic people optimization algorithm di S. V. Evangelin Sonia, R. Nedunchezhian, M. Rajalakshmi

Sommario: “... network optimized with nomadic people optimization algorithm S. V. Evangelin Sonia R. Nedunchezhian M...”
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Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction di Huang, Jiafu, Peng, Chao, Xu, Chenyang, Yang, Zhengfeng, Cai, Kecheng, Zhang, Chenhao, Wang, Yi, Gong, Yiwei, Zhou, Wanqin, Zheng, Irene

Sommario: “... that replicate the underlying algorithmic process. A common framework for this task adopts an encoder-processor...”
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Classification of the Fashion-MNIST Dataset on a Quantum Computer di Shen, Kevin, Jobst, Bernhard, Shishenina, Elvira, Pollmann, Frank

Sommario: “... algorithm [1] that approximately prepares the encoded data, using asymptotically shallow circuits that fit...”
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Methods for Reducing Ancilla-Overhead in Block Encodings di Vasconcelos, Francisca, Gilyén, András

Sommario: “...Block encodings are a fundamental primitive in quantum algorithms, but can often have large ancilla...”
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Quantum Algorithm for Shortest Vector Problems with Folded Spectrum Method di Mizuno, Kota, Watabe, Shohei

Sommario: “... algorithm to solve the SVP: the one-hot encoding and the quantum imaginary-time algorithm with the folded...”
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Quantum frequency resampling di Tumbiolo, Emanuele, Roncallo, Simone, Macchiavello, Chiara, Maccone, Lorenzo

Sommario: “...In signal processing, resampling algorithms can modify the number of resources encoding a...”
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Encoded Forward Backward Stochastic Neural Network for High-Dimensional Backward Stochastic Differential Equations and Parabolic Partial Differential Equations di Zhang, Zhao, Hou, Zhuopeng

Sommario: “... input dimension is represented by a single neuron. In the current study, a new encoded FBSNN algorithm...”
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