Devdiscourse

From Fast Routes to Safe Shelters: Rethinking Humanitarian Supply-Chain Resilience

When disaster strikes, humanitarian planners rarely face a simple question of how to move aid faster. They must decide who ...

Poolside drops Laguna S 2.1, an open-weight coding model that beats rivals 10x its size

Poolside’s Laguna S 2.1 is a new Western open-weight coding AI model that rivals larger systems on benchmarks with ...
C&EN

ProcessOptimizer, an Open-Source Python Package for Easy Optimization of Real-World Processes Using Bayesian Optimization: Showcase of Features and Example of Use

ProcessOptimizer is a Python package designed to provide easy access to advanced machine learning techniques, specifically Bayesian optimization using, e.g., Gaussian processes. Aimed at ...
IEEE

Multi-objective Optimization of 2G-HTS Coil for Magnetic Energy Storage System Using NSGA-II Algorithm

Abstract: Superconducting magnetic energy storage (SMES) offer a promising solution to address the stability challenges associated with integrating renewable energy sources into electrical grids. In ...
C&EN

Enhanced Particle Swarm Optimization Algorithm: Efficient Training of ReaxFF Reactive Force Fields

Fritz Haber Research Center for Molecular Dynamics, Institute of Chemistry, Hebrew University of Jerusalem, Jerusalem 91904, Israel Division of Chemistry, NRCN, P.O. Box 9001, Beer-Sheva 84190, Israel ...
GitHub

NSGA-II for SWAT Watershed Model

Soil and Water Assessment Tool (SWAT) is a conceptual distributed continuous time model that has capability of running on a daily and sub-daily time step. Non-Dominated Sorting Genetic Algorithm II ...
GitHub

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning

This repository contains the Python source code and the empirical results for the experiments of the paper "On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning", published in ...