This section is dedicated to the Mathematical description of the proposed method. Let the HSI dataset be \(\:\text{H}\in\:{\text{R}}^{\text{h}\times\:\text{w}\times\:\text{d}}\) where \(\:\text{h}\text{*}\text{w}\) denotes spatial information and…
Category: 7. Maths
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RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints
Synthetic data generated using RDChiral
Inspired by the use of large-scale data for pre-training LLMs, we applied this strategy to RSGPT development. To meet the pre-training requirements of RSGPT, an open-source template database extracted using…
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Reliability enhancement of EM-based tuning of microwave components using regularized operating band scanning
Zhu, F., Luo, G. Q., Liao, Z., Dai, X. W. & Wu, K. Compact dual-mode bandpass filters based on half-mode substrate-integrated waveguide cavities. IEEE Microw. Wirel. Comp. Lett. 31 (5), 441–444 (2021).
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A numerical study of the relevance of the electrode-tissue contact area in the application of soft coagulation
To investigate the research question, a multiphysical finite element (FE) simulation model was developed in COMSOL Multiphysics®(2023)20, based on fundamental physical equations. This model simulates the application of monopolar ex vivo tissue…
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A real-time predictive postural control system with temperature feedback
Data acquisition
The experiment recruited 30 volunteers (13 females and 17 males, 10 of whom were over 50 years old) with an average age of 34.2 years. All volunteers were in good health before participating in the test, with no known…
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Graph theoretic and machine learning approaches in molecular property prediction of bladder cancer therapeutics
Regression analysis is a foundational tool in statistics and machine learning used to explore and quantify relationships between variables. Among the most widely used approaches are linear and cubic regression models, each serving distinct…
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Mixture-of-experts graph transformers for interpretable particle collision detection
Dataset
The SUSY dataset, derived from the ATLAS publication21 and available in the CERN open data repository (https://opendata.cern.ch/record/28100), contains Monte Carlo simulated collision events for a set of signal models (Signal) and SM…
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Investigating the wave profiles to the linear quadratic model in mathematical biology
Investigating the wave profiles to the linear quadratic model in mathematical biology
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Artificial intelligence-integrated video analysis of vessel area changes and instrument motion for microsurgical skill assessment
We employed a combined AI-based video analysis approach to assess the microvascular anastomosis performance by integrating VA changes and instrument motion. By comparing technical category scores with AI-generated parameters, we demonstrated that…
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Advancing deep learning for expressive music composition and performance modeling
AI-driven music generation and transcription apply the deep learning approach in their operations. The research presents information about dataset preparation together with preprocessing approaches and explains the structure of chosen models…
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