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Article
Open AccessPredicting condensate formation of protein and RNA under various environmental conditions
Liquid–liquid phase separation (LLPS) by biomolecules plays a central role in various biological phenomena and has garnered significant attention. The behavior of LLPS is strongly influenced by the characteris...
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Article
Open AccessAI-driven molecular generation of not-patented pharmaceutical compounds using world open patent data
Develo** compounds with novel structures is important for the production of new drugs. From an intellectual perspective, confirming the patent status of newly developed compounds is essential, particularly f...
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Article
Open AccessCorrection to: Semi-automation of gesture annotation by machine learning and human collaboration
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Article
Open AccessSemi-automation of gesture annotation by machine learning and human collaboration
Gesture and multimodal communication researchers typically annotate video data manually, even though this can be a very time-consuming task. In the present work, a method to detect gestures is proposed as a fu...
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Article
Visualization of judgment regions in convolutional neural networks for X-ray diffraction and scattering images of aliphatic polyesters
The construction of a deep learning model and visualization of judgment regions were conducted for X-ray diffraction and scattering images of aliphatic polyesters. Due to recent progress in measurement methods...
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Article
Extraction of protein dynamics information from cryo-EM maps using deep learning
Elucidation of both the three-dimensional structure and the dynamics of a protein is essential to understand its function. Technical breakthroughs in single-particle analysis based on cryo-electron microscopy ...
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Article
Open AccessVision-based egg quality prediction in Pacific bluefin tuna (Thunnus orientalis) by deep neural network
Closed-cycle aquaculture using hatchery produced seed stocks is vital to the sustainability of endangered species such as Pacific bluefin tuna (Thunnus orientalis) because this aquaculture system does not depend ...
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Article
Open AccessCompRet: a comprehensive recommendation framework for chemical synthesis planning with algorithmic enumeration
In computer-assisted synthesis planning (CASP) programs, providing as many chemical synthetic routes as possible is essential for considering optimal and alternative routes in a chemical reaction network. As t...
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Article
Open AccessAn efficient coral survey method based on a large-scale 3-D structure model obtained by Speedy Sea Scanner and U-Net segmentation
Over the last 3 decades, a large portion of coral cover has been lost around the globe. This significant decline necessitates a rapid assessment of coral reef health to enable more effective management. In thi...
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Open AccessDeep-learning-based quality filtering of mechanically exfoliated 2D crystals
Two-dimensional (2D) crystals are attracting growing interest in various research fields such as engineering, physics, chemistry, pharmacy, and biology owing to their low dimensionality and dramatic change of ...
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Article
Open AccessFine-grained optimization method for crystal structure prediction
Crystal structure prediction based on first-principles calculations is often achieved by applying relaxation to randomly generated initial structures. Relaxing a structure requires multiple optimization steps....
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Article
Open AccessMultiple fish tracking with an NACA airfoil model for collective behavior analysis
We propose a visual tracking method with an NACA airfoil model for dense fish schools in which occlusions occur frequently. Although much progress has been made for tracking multiple objects, it remains a chal...
