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Evidence-based articles on scientific computing, laboratory automation, and reproducible analysis, organized by topic and month.

September 2026

Published: Sep 3, 2026Advanced microscopy

AI-Assisted Analysis for Laser Microscopy Time Series

An evidence-based guide to laser-microscopy time series, including three-photon, CARS/SRS, transient-absorption, and ultrafast-electron workflows.

Read article Published: Sep 1, 2026Scientific computing

Python or R for Spectroscopy Data Analysis: A Decision Framework

A source-backed guide to choosing Python, R, or a mixed workflow for spectroscopy data analysis, reproducibility, and AI-assisted scientific computing.

Read article Published: Sep 1, 2026Laboratory automation

How to Automate NGS Library Preparation: A Validation Guide

An evidence-based guide to mapping, automating, and validating NGS library preparation, with QC metrics, case studies, and instrument links.

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