Artificial neural networks solutions for solving differential equations: A focus and example for flow of viscoelastic fluid with microrotation by Abdullah, null, Faye, Ibrahima, Laila Amera, Aziz

“…Additionally, investigating new application domains like linked multi-physics issues or real-time simulation situations may help to increase the reach and significance of PINN approaches.…”
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Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network by Wang, Yu, Shi, Chao, Shi, Jiangwei, Lu, Hu

“…Different random seeds are used to test the robustness of the PINN developed and quantify the associated model uncertainty. …”
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Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool by Mukhmetov, Olzhas, Zhao, Yong, Mashekova, Aigerim, Zarikas, Vasilios, Ng, Eddie Yin Kwee, Aidossov, Nurduman

“…This work presents the development of a novel Physics-Informed Neural Network (PINN) method for fast forward simulation of heat transfer through cancerous breast models. …”
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Home by Pei, Qianru

“…This project is a self-exploitary journey to find out where is home for me and people like me. …”
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Denoising ECG signals by Oh, Melissa Kai Zhen

“…ECG signal is known to have plenty of noise signal that corrupts its data, some of these noises are baseline wandering (BW), power-line interferences and electromyographic interferences (EMG). …”
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Creating a visual music interface via emotion detection by Lim, Clement Shi Hong.

“…However, there is one group of people that is the deaf who are unable to find a satisfying audio player that allows them to appreciate music in a meaningful way. …”
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Neural abstractive summarization: improvements at the sequence-level by Ravaut, Mathieu

“…With enough data, pre-trained Transformer-based sequence-to-sequence models can be fine-tuned and achieve strong performance on abstractive summarization benchmarks. …”
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Plateau by Png, Hui Min, Goh Timothy Wei Wen

“…Plateau is a story where we trace the moments of a twenty-three-year-old boy, one of three siblings, creating memories with his mother after she was diagnosed with late- stage stomach cancer. Like any other person the family find it hard to concede the uprising situation. …”
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合(Hé) Harmony : emblematic furniture informed by broken home and perseverant heart by Yang, Tongchen

“…Consequently, I would like to find out ways of incorporating both remedial utility and beauty of conventional revealed joints with my Chinese heritage such as fortunate motifs, auspicious ornamentations and venerated forms. …”
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A novel bearingless interior permanent magnet slice motor for pump* by Kant, Krishan, Weinreb, Benjamin S., Hegy, Michael, Gartner, Mark, Trumper, David L.

“…Since the cogging torque is a result of the motor geometry, finite element (FE) simulation is used to simulate various rotor geometries to find the desired rotor configuration. FE simulations are also used to obtain other parameters like force and torque constant, and magnetic stiffness for designing control. …”
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Wanted : bus drivers. by Wong, Kang Wei., Lee, Jian Xuan., Teo, Hee Boon., Koh, Malcolm Sheng Wei.

“…This project takes up the perspective of bus drivers in Singapore, to explore the challenges that they face in their line of work. It attempts to find out how bus drivers are recruited and trained to drive on our roads, and the severity of the bus driver shortage.…”
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新谣 ：我们的心声 = Xinyao : our voice by Low, Charlotte Qian Hui

“…This book, which takes on a journal-like editorial look, features a selection of ten classic Xinyao which I resonate with and my personal anecdotes in relation to each song. …”
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Invisibility Dips of Near-Field Energy Transport in a Spoof Plasmonic Metadimer by Gao, Fei, Gao, Zhen, Luo, Yu, Zhang, Baile

“…Invisibility dips, i.e., minima in scattering spectrum associated with asymmetric Fano-like line-shapes, have been predicted with transformation optics in studying strong coupling between two plasmonic nanoparticles. …”
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Evaluating new malaria vaccine candidates by Noé, A

“…Vaccine-induced protection from liver-stage malaria requires high numbers of CD8+ T cells to find and kill <em>Plasmodium</em>-infected liver cells. …”

Hedonic and non-hedonic bias toward the future by Greene, Preston, Latham, Andrew J., Miller, Kristie, Norton, James

“…While, as predicted, we found first-person hedonic future-bias, we did not find that participants were time-neutral in all other conditions. …”
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The implicit decision theory of non-philosophers by Greene, Preston, Latham, Andrew, Miller, Kristie, Nielsen, Michael

“…This paper empirically investigates whether people’s implicit decision theory is more like causal decision theory or more like a non-causal decision theory (such as evidential decision theory). …”
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CASTERS OF EVERVILLE / by Yap, Cherilyn, author 655829, Ikram Wazir, editor 655732

“…Honey, his childhood friend, is determined to find a cure and put her life on the line in order to save her friend. …”

Without passage by Chee, En Cui

“…Through the processes of solving puzzles, we reach syntactic epiphany from uncertainty. Like most games, there is a definitive way to the end. …”
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Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging by Hirt, Sebastian, Höhl, Andreas, Schaeffer, Joachim, Pohlodek, Johannes, Braatz, Richard D, Findeisen, Rolf

“…This mismatch may stem from factors like substantial model-plant differences, limited prediction horizons that do not cover the entire time of interest, or unforeseen system disturbances. …”
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Wideband channel sounding and measurement by Low, Jun Jie.

“…The building structure and objects like lift can act as obstructions for Line-of-sight (LOS) propagation in a transmission channel. …”
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