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13 papers · 1 filter
QuanForge: A Mutation Testing Framework for Quantum Neural Networks
Minqi Shao, Shangzhou Xia, Jianjun Zhao
With the growing synergy between deep learning and quantum computing, Quantum Neural Networks (QNNs) have emerged as a promising paradigm by leveraging quantum parallelism and enta…
Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making
Pramudita Satria Palar, Paul Saves, Muhammad Daffa Robani +6
The simulation of complex systems increasingly relies on sophisticated but fundamentally opaque computational black-box simulators. Surrogate models play a central role in reducing…
Multi-modal panoramic 3D outdoor datasets for place categorization
Hojung Jung, Yuki Oto, Oscar M. Mozos +2
We present two multi-modal panoramic 3D outdoor (MPO) datasets for semantic place categorization with six categories: forest, coast, residential area, urban area and indoor/outdoor…
A sustainable photocatalytic pathway for concurrent hydrogen and value-added chemical production utilizing microalgae as bio-scavenger in water
Ho Truong Nam Hai, Augusto Ducati Luchessi, Kaveh Edalati
Microalgae are an abundant bioorganic material source and play a significant role in life on Earth by conducting photosynthesis for carbon dioxide (CO2) capture and its conversion…
Weak Localization and Magnetoconductance in Percolative Superconducting Aluminum Films
Kazumasa Yamada, Bunjyu Shinozaki, Takashi Kawaguti
In order to investigate the crossover from the homogeneous behavior to inhomogeneous (percolative) one, the temperature and magnetic field H dependence of the sheet resistance…
FusionNet: a frame interpolation network for 4D heart models
Chujie Chang, Shoko Miyauchi, Ken'ichi Morooka +2
Cardiac magnetic resonance (CMR) imaging is widely used to visualise cardiac motion and diagnose heart disease. However, standard CMR imaging requires patients to lie still in a co…