This paper introduces an innovative approach to large-format robotic additive manufac-turing (LFRAM) by implementing a parametric point array patterning (PAP) method within Rhino Grasshopper. Unlike conventional slicing algorithms that convert 3D models into layers, the pro-posed solution generates toolpath sequences directly from parametric models. The method-ology leverages integrated Grasshopper components to create customizable ribbed structures with adjust-able dimensions and spacing, offering enhanced flexibility for large-scale applications. Experi-mental validation was performed using a FANUC M-20iB/25 industrial robot equipped with a pellet extruder, with PETG selected for manufacturing a structural component measuring 1500 × 100 × 60 mm. The research was conducted within the PROMATAI project during the rapid prototyping of the Adjusted Grooved Feed Section of the extruder (WP2).
## ALTERNATIVE TITLES ### Alternative Title 1 (Comprehensive)**"AI-Driven Transformation in Metallurgical Engineering: From Microstructure Analysis to Smart Manufacturing and Sustainable Production"** ### Alternative Title 2 (Process-Focused)**"Machine Learning and Deep Learning…
This conceptual paper proposes a novel quantum computing architecture specifically engineered for native genomic processing and generative synthetic biology. Traditional bioinformatics frameworks rely on binary silicon-based architectures, which introduce significant computationa…
Abstract: Deep learning has great potential for environmental monitoring, yet real-world applications often face challenges from large-scale, multimodal, and noisy datasets. We introduce GreenNet, a flexible and open-source framework that makes it easier to build and scale deep l…
D013 Prime Elementology — Prime Spectral Descriptor Atlas for Synthetic RF Dataset ID: D013Version: 2.0Dataset Type: Synthetic Research DatasetAuthor: Phan Thành TrungORCID: 0009-0000-7520-6781DOI: 10.5281/zenodo.21569013 1. Overview D013 Prime Elementology — Prime Spectral Descr…
FTIR spectroscopy: one of the most powerful vibrational spectroscopic techniques used in pharmaceutical research, formulation development and quality control. In brief, the method relies on the interaction of infrared light with molecular vibrations that result in distinct absorp…