Physics-informed neural networks meet multimodal large language models: biomechanical simulation in aortic aneurysm
Peer-Reviewed Publication
Updates every hour. Last Updated: 28-Oct-2026 16:16 ET (28-Oct-2026 20:16 GMT/UTC)
A research paper by scientists at Fudan University presented BioPINN-LM, a hybrid framework that combines physics-informed neural networks and multimodal large language models to rapidly predict aortic aneurysm wall stress and generate interpretable biomechanical risk assessments.
The research paper, published on Sept 2, 2026 in the journal Cyborg and Bionic Systems.A new comprehensive review maps the molecular chain of events through which an imbalance in the brain's chemical environment drives the destruction of nerve cells, drawing together evidence across five major neurological diseases and making the case that treating oxidative stress effectively will require a much more precise understanding of how it behaves differently in each condition.
Generative artificial intelligence (Gen-AI) has become a routine part of working life but over-reliance on the technology may erode managers’ ability to build moral insights, contextual understanding and know-how to do get a job done, according to a new study from the University of Bath.
Researchers in China developed a novel two-terminal β-Ga2O3 photo-synapse based on self-trapped holes engineering, achieving low weight update nonlinearity and excellent anti-interference characteristics. The device enables diversified in-sensor computing tasks from image classification to motion recognition, demonstrating great potential for neuromorphic machine vision systems in the artificial intelligence era.
Researchers at Beijing Institute of Technology developed a spatially shaped femtosecond-laser method for patterning quantum-dot colour-conversion pixels. The approach creates microholes down to 100 nm and produces red and green CdSe quantum-dot pixels as small as approximately 700 nm, yielding monochromatic and dual-colour arrays with high uniformity. This mask-free strategy offers a promising route toward high-resolution full-colour micro-LED displays for AR/VR and other advanced applications.
A new study shows that the Pt/C catalyst state before ionomer addition governs later ink dispersion and electrochemical Pt accessibility.
A new review in Medicine Plus traces a century of deep brain stimulation (DBS), explaining how the therapy alters pathological activity from local circuits to whole-brain networks, and mapping targets and clinical evidence across 16 neurological and psychiatric disorders. It also examines adaptive stimulation, directional leads, and biomarker-guided approaches that could make treatment more precise and personalized.