Optimal microbial sampling approaches for pharmaceutical environments include surface, passive air, and active air monitoring ...

Artificial Intelligence for Drug Design +++ In the search for new drugs, artificial intelligence in the form of diffusion models is being used in drug design. What exactly does AI do in this context?

Official implementation of DyWeight, a learned sampling method for diffusion models that dynamically predicts optimal solver weights during generation. Complete workflow: The full pipeline (training, ...

Diffusion MRI is increasingly used to study white-matter architecture, but tractography and diffusion metrics can be biased by different sampling schemes. We assessed systematic differences across ...

Discrete diffusion language models (dLLMs) have recently emerged as a promising alternative to traditional autoregressive approaches, offering the flexibility to generate tokens in arbitrary orders ...

Abstract: Trajectory optimization for robotic systems remains a challenging problem. This is especially true for robotic systems featuring nonlinear dynamics and many degrees of freedom. Data-based or ...

After carefully checking and debugging the inference process (i.e., forward_test() for TrajectoryHead), I found that it is entirely incorrect, or at least it is not a diffusion sampling process. There ...

Enhanced sampling techniques are essential for exploring biomolecular conformational dynamics that occur on time scales inaccessible to conventional molecular dynamics (MD) simulations. This study ...

ABSTRACT: This study develops and empirically tests a unified model for enhancing the capacity of Small and Medium Enterprises (SMEs) in the construction industry of emerging economies. Using data ...

A research team led by Prof. PAN Ding, Associate Professor from the Departments of Physics and Chemistry, and Dr. LI Shuo-Hui, Research Assistant Professor from the Department of Physics at the Hong ...

Apple open sourced DiffuCoder, a diffusion large language model (dLLM) fine-tuned for coding tasks. DiffuCoder is based on Qwen-2.5-Coder and outperforms other code-specific LLMs on several coding ...