点击上方“Deephub Imba”,关注公众号,好文章不错过 !本文会带你从零搭建一个完整的概念验证项目（POC），技术栈涵盖 Adaptive RAG、LangGraph、FastAPI 和 Streamlit 四个核心组件。Adaptive RAG 负责根据查询复杂度自动调整检索策略；LangGraph 把多步 LLM 推理组织成有状态的可靠工作流；FastAPI 作为高性能后端暴露整条..

Abstract: This paper proposes an adaptive sampling technique for spherical near-field (SNF) antenna measurements that leverages the predictive uncertainty of Gaussian process regression (GPR) to guide ...

Abstract: Accurate fingerprint localization requires extensive numbers of measurements to build a comprehensive data set. We consider adaptive sampling to reduce the cost of measurement campaigns.

Generating mechanistic pathways of rare events like ligand unbinding or protein folding is a central challenge in molecular dynamics simulation of complex molecular processes. Here, we present ...

Advances in plant imaging and computer vision have transformed agriculture and biology by enabling continuous and objective trait quantification. However, monitoring large plant populations or ...

In 1959, Volvo engineer Nils Bohlin patented the now-ubiquitous three-point safety belt. This year his company built on that legacy. Its new adaptive restraint system customizes protection (e.g. by ...

This repository contains the official implementation for Reinforce-Ada with Tinker, an adaptive sampling framework designed to resolve the ``signal collapse'' problem in Reinforce-style algorithm with ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. A computational study of p97/VCP ATPase using hybrid quantum mechanics/molecular ...