opXRD: Open Experimental Powder X‐Ray Diffraction Database
We introduce the Open Experimental Powder X‐ray Diffraction Database, the largest openly accessible collection of experimental powder diffractograms, comprising over 92,000 patterns collected across diverse material classes and experimental setups. Our ongoing effort aims to guide machine learning research toward fully automated analysis of pXRD data ...
Daniel Hollarek+23 more
wiley +1 more source
Moldina: a fast and accurate search algorithm for simultaneous docking of multiple ligands. [PDF]
Halfar R+3 more
europepmc +1 more source
Applied Artificial Intelligence in Materials Science and Material Design
AI‐driven methods are transforming materials science by accelerating material discovery, design, and analysis, leveraging large datasets to enhance predictive modeling and streamline experimental techniques. This review highlights advancements in AI applications across spectroscopy, microscopy, and molecular design, enabling efficient material ...
Emigdio Chávez‐Angel+7 more
wiley +1 more source
Addressing standardization and semantics in an electronic lab notebook for multidisciplinary use: LabIMotion. [PDF]
Lin CL+7 more
europepmc +1 more source
Hardware‐Software Codesign of 2D Neuromorphic Optoelectronic Device for Dynamic Gesture Recognition
Dynamic gesture recognition based on an in‐sensor reservoir and its synaptic behaviors. Dynamic image recognition with in‐sensor function is achieved, leveraging the capabilities of in‐sensor reservoir computing. Such a computing architecture integrates the sensory capabilities of the retina with the computational advantages of the brain, forming an ...
Jiarui Wang+5 more
wiley +1 more source
Lewis Acidity of the SbCl3/o‐chloranil System
An SbCl5 surrogate from easy‐to‐handle reagents! The putative SbCl3(o‐C6O2Cl4) synthon is calculated to be more Lewis acidic than SbCl5. Even if endergonic, its formation from SbCl3 and o‐chloranil can be driven by Lewis base coordination, leading to the corresponding adducts.
Ferit Şit+3 more
wiley +2 more sources
Quantum-inspired logic for advanced Transcriptional Programming. [PDF]
Milner PT, Kim D, Wilson CJ.
europepmc +1 more source
Near‐infrared reservoir computing system has been realized by using α‐In2Se3 optoelectronic device with concise device and algorithm architecture, achieving high accuracy near 100% and noise robustness in face recognition tasks. These findings demonstrate 2D ferroelectric device‐based optoelectronic RC system as a compact and efficient computing ...
Wenyu Songlu+15 more
wiley +1 more source
Deep Supramolecular Language Processing for Co‐Crystal Prediction
DeepCocrystal is a deep learning model that predicts co‐crystal formation by learning supramolecular interactions from molecular string representations. It achieves high accuracy, estimates uncertainty, and offers interpretable insights into its predictions. Validated prospectively, DeepCocrystal discovered novel diflunisal co‐crystals and is available
Rebecca Birolo+5 more
wiley +2 more sources
Image-based quantification of Candida albicans filamentation and hyphal length using the open-source visual programming language JIPipe. [PDF]
Praetorius JP+3 more
europepmc +1 more source