Nature

Machine learning-optimized composting strategies can enhance nutrient recycling and transform food system waste into a net carbon sink

Currently, approximately 108 Tg of nitrogen (N) is fixed annually through the Haber–Bosch process to produce fertilizer for food production 1, consuming 3–5% of global natural gas and emitting 0.46 Gt ...
C&EN

Machine Learning Interatomic Potentials for Reactive Hydrogen Dynamics at Metal Surfaces Based on Iterative Refinement of Reaction Probabilities

Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, U.K. Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, U.K. Department of Physics, ...
C&EN

Band Alignment of Oxides by Learnable Structural-Descriptor-Aided Neural Network and Transfer Learning

Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, R3-7, 4259 Nagatsuta, Midori-ku, Yokohama 226-8501, Japan Institute for Materials Research, ...
GitHub

skin.scad

This file provides functions and modules that construct shapes from a list of cross sections. In the case of skin() you specify each cross sectional shape yourself, and the number of points can vary.
GitHub

Wave-Domain Iterative Coupling

Documentation TUTORIAL.md — step-by-step walkthrough of the two-oscillator benchmark, from the physical sketch through generalized-pH matrices to diagnostic CSV columns. ADDING_A_PH_EXAMPLE.md — ...