Preferred Networks (Japan)

Recent papers from Preferred Networks (Japan)

1. A Cross-Domain Graph Learning Protocol for Single-Step Molecular Geometry RefinementJournal of Chemical Theory and Computation · 2026
2. QTL-seq analysis of seed protein quantity and quality traits in two soybean recombinant inbred line populationsFrontiers in Plant Science · 2026
3. Cycle-MS: A Closed-Loop End-to-End Framework for Mass Spectrometry Structure ElucidationJournal of Chemical Information and Modeling · 2026
4. Ready-to-Use Polymerization Simulations Combining Universal Machine Learning Interatomic Potential with Time-Dependent Bond Boosting for Polymer and Interface DesignThe Journal of Physical Chemistry B · 2026
5. Machine-learned interatomic potentials for battery materials: from fundamental methodology to emerging applications in electrodes, electrolytes, and interfacesPhysical Chemistry Chemical Physics · 2026
6. Emergence of Artificial Intelligence in the Structure-Controllable Synthesis of Carbon NanotubesPrecision Chemistry · 2025
7. Automation and AI-Powered Prediction in Chromatographic SeparationAccounts of Chemical Research · 2025
8. Generalizable compound protein interaction prediction with a model incorporating protein structure aware and compound property aware language model representationsCommunications Chemistry · 2025
9. Development of an AI-based magnetic resonance imaging reading support program (AMP) for deep endometriosis diagnosisScientific Reports · 2025
10. Associations between cognitive function and lifestyle factors in healthy Japanese middle-aged and older adults: A cross-sectional studyPLoS ONE · 2025
11. Creating a general-purpose generative model for healthcare data based on multiple clinical studiesPLOS Digital Health · 2025
12. dpdata: A Scalable Python Toolkit for Atomistic Machine Learning Data SetsJournal of Chemical Information and Modeling · 2025
13. Navigating Phase Transitions with Path-Finding Algorithms: A Strategic Approach to Replica Exchange Monte CarloJournal of Chemical Information and Modeling · 2025
14. An Equivalent Circuit Model for 2D Embroidery Using Conductive Threads2025
15. Prediction of laccase activity in deep eutectic solvents by combining COSMO-RS and machine learning techniquesChemical Engineering Science · 2025
16. Interactive Texture Segmentation of 3D Scanned Models Leveraging Multiview Automatic SegmentationIEEE Computer Graphics and Applications · 2025
17. A Multi-Split-and-Mix Platform for a Variety of Targeted Protein DegradationACS Chemical Biology · 2025
18. HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation2025
19. Financial Fine-Tuning a Large Time Series Model2025
20. Deep Learning-Assisted Discovery of Protein Entangling MotifsBiomacromolecules · 2025