Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
GitHub

Machnata — Universal JSON Schema → Protobuf Generator → Portable Data Structures for All Major Languages

In short, this generator helps teams transform standard JSON Schemas into maintainable, language-agnostic data models, enabling consistent integration from embedded devices to cloud systems. This ...
IEEE

Monolithic integration of various-type III-V epitaxial structures on silicon-photonics platform using chip-on-wafer hydrophilic bonding process

Abstract: Direct bonding of InP active regions on a Si waveguide circuit is demonstrated using chip-on-wafer hydrophilic bonding process, and PL spectra from different epitaxial structures are ...
IEEE

Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion

Abstract: A vast amount of textual and structural information is required for knowledge graph construction and its downstream tasks. However, most of the current knowledge graphs are incomplete due to ...