PolyRL is an open-source framework for reinforcement learning-based molecular generation, designed to accelerate the discovery of polymeric membranes for CO₂/N₂ gas separation. It integrates multiple ...

Abstract: We introduce the ReMaP framework, which generates expert-quality macro placements through recursively prototyping and periphery-guided relocating. A key innovation is ABPlace, an angle-based ...

Guided relaxation exercises can be a powerful tool for beginners looking to improve their self-care routine. These exercises help reduce stress, improve focus, and promote overall well-being. By ...

Large language models are increasingly used as writing assistants, but their application often relies on holistic prompting that overlooks the recursive and cognitive dimensions of writing. This ...

Human cognition depends on flexibly shifting between perception and memory-based thought. These modes place opposing demands on neural systems, consistent with opposite directions of information flow.

Daylight is one of the most effective tools in architecture. It creates atmosphere, improves comfort, and reduces energy demand. However, integrating daylight successfully requires precision at every ...

This repository contains the implementation and scripts used for the experiments in the ICCAD'24 paper "MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning".