A GNN-ODE surrogate forecasts reactor thermal-hydraulics under partial observability, achieving low MAE on held-out transients, fast inference, and recovery of a physical Reynolds-number exponent after fine-tuning on limited experimental data.
Morphological and cytoskeleton changes in cells after EMT
6 Pith papers cite this work. Polarity classification is still indexing.
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QQMR applies Q-learning with priority queuing and fuzzy C-means clustering to select multipath routes in IoMT body area networks, raising packet delivery while cutting delay, overhead, and energy use.
Marangoni-driven flows explain heterogeneous Piezo1 distribution in epithelial cells and higher activity in cancer cells through membrane interactions and driving forces.
IncepDeHazeGAN is a GAN with Inception blocks and multi-layer feature fusion that claims state-of-the-art single-image dehazing performance on satellite datasets.
Endoshare is a publicly released surgeon-friendly tool for merging, standardizing, and de-identifying endoscopic videos, validated with high usability scores from internal and external clinician surveys plus performance tests across hardware.
GPT-4o and Claude 3.5 Sonnet reach 73.7-74% accuracy on gastroenterology questions; VLMs gain nothing from images and lose accuracy with LLM-generated captions.
citing papers explorer
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Graph Neural ODE Digital Twins for Control-Oriented Reactor Thermal-Hydraulic Forecasting Under Partial Observability
A GNN-ODE surrogate forecasts reactor thermal-hydraulics under partial observability, achieving low MAE on held-out transients, fast inference, and recovery of a physical Reynolds-number exponent after fine-tuning on limited experimental data.
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A Q-learning-based QoS-aware multipath routing protocol in IoMT-based wireless body area network
QQMR applies Q-learning with priority queuing and fuzzy C-means clustering to select multipath routes in IoMT body area networks, raising packet delivery while cutting delay, overhead, and energy use.
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Marangoni-Driven Redistribution and Activity of Piezo1 Molecules in Epithelial and Cancer Cells
Marangoni-driven flows explain heterogeneous Piezo1 distribution in epithelial cells and higher activity in cancer cells through membrane interactions and driving forces.
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IncepDeHazeGAN: Novel Satellite Image Dehazing
IncepDeHazeGAN is a GAN with Inception blocks and multi-layer feature fusion that claims state-of-the-art single-image dehazing performance on satellite datasets.
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Endoshare: A Publicly Available, Surgeons-Friendly Solution to De-Identify and Manage Surgical Videos
Endoshare is a publicly released surgeon-friendly tool for merging, standardizing, and de-identifying endoscopic videos, validated with high usability scores from internal and external clinician surveys plus performance tests across hardware.
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Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models
GPT-4o and Claude 3.5 Sonnet reach 73.7-74% accuracy on gastroenterology questions; VLMs gain nothing from images and lose accuracy with LLM-generated captions.