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The secret Python switch: How one flag makes your scripts run faster

Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.
IEEE

Two-Stage Genetic Algorithm Offline Parameter Optimization of Adaptive Extended Kalman Filter for Robust Battery State-Of-Charge Estimation

Abstract: Accurately estimating battery state of charge (SOC) in electric vehicle applications (EVs) is crucial to ensure a safe and reliable vehicle operation. However, robust SOC estimation under ...
Frontiers

Research on intelligent fracturing parameter optimization method based on deep learning and construction curve feature extraction

Introduction: Optimizing fracturing parameters under multi-factor, complex conditions remains challenging in low-permeability reservoirs. Methods: We extract stage-aware construction-curve features, ...
Oak Ridge National Lab

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning...

Machine learning models are increasingly applied across scientific disciplines, yet their effectiveness often hinges on heuristic decisions such as data transformations, training strategies, and model ...
Frontiers

Intelligent optimization of slope step parameters in open pit mines containing weak interbedded layers based on machine learning and multi-objective optimization methods

1 Faculty of Land Resources Engineering, Kunming University of Science and Technology Kunming, Kunming, China 2 Pangang Group Mining Company Limited Panzhihua, Panzhihua, Sichuan, China The stability ...
C&EN

Correction to “Ugropy: An Extensible Python Package for Thermodynamic Model Functional Group Identification via Mathematical Optimization”

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. In our recently published article, we compared different ...
Ars Technica

Here’s how potent Atomic credential stealer is finding its way onto Macs

Ads prominently displayed on search engines are impersonating a wide range of online services in a bid to infect Macs with a potent credential stealer, security companies have warned. The latest ...
Semiconductor Engineering

What Is The Next Generation In RF Circuit Simulation And Optimization?

In this blog, we will discuss how Keysight RF Circuit Simulation Professional revamps RF circuit simulation and optimization. Discover how to achieve efficient, accurate designs for even the most ...
Business Wire

Hospitals and Health Systems Can Find Help With Price Transparency Compliance and Pricing Optimization With Kodiak Solutions’ Strategic Pricing Methodology

INDIANAPOLIS--(BUSINESS WIRE)--Kodiak Solutions offers hospitals a proven, technology-driven strategic pricing methodology to set prices across thousands of procedures and services to meet regulatory ...
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Pi Day Python; Finding the best fractional representation of pi

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...