Decoding Biology by Evan Peikon

Decoding Biology by Evan Peikon

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The Garden Of Technological Possibilities
Navigating the Multidimensional Labyrinth of Wearable Technology Development
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Evan Peikon
Building a Global Framework for Gene Synthesis Safety
How data standardization, basic research, open science, and adopting a hacker's mindset combine to protect one of biotechnology's most powerful tools
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Evan Peikon
From Protein Folds to Protein Folding
How reductionism, prediction, and visualization have shaped our understanding of protein's three-dimensional structures and how they arrive in those…
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Evan Peikon
Algorithms for Wearable Data Science
An in-depth guide to sliding window methods and two-pointer techniques for analyzing time-series physiological data
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Evan Peikon

May 2025

A High-Resolution Biomarker for Skeletal Muscle Mitochondrial Adaptations
Quantifying skeletal muscle adaptations with continuous non-invasive wearable devices
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Evan Peikon
How To Win Markets and Influence Policy
A game theoretic approach to navigating science in the 21st century
Published on The Connected Ideas Project • 
When Perfect Code Produces Imperfect Science
Programming Literacy Is More Important Than Ever for Bioinformaticians and Computational Biologists
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Evan Peikon
3
Numerical Methods in Systems Biology: From Euler to Runge-Kutta
Modeling Gene Regulatory Networks Using Euler's Method and Fourth-Order Runge Kutta Methods.
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Evan Peikon
Breaking Biometric Babel
Making sense of time-series physiological data with PhysioNexus, an open-source tool that transforms complex data into intuitive network visualizations…
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Evan Peikon
2

April 2025

Dampening the Noise: Making Sense of Variability In Biometric Measurements
Biometric readings vary over time. Understanding what fraction of these variations represent true biological changes reveals insights into the body's…
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Evan Peikon
Machine Learning: The Native Language of Biology
Machine learning methods better describe many biological systems than traditional mathematical formulations. What does this say about how biological…
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Evan Peikon
5
Evaluation Metrics for Biological Classification Problems
🧬 Introduction to Performance Metrics in Biomedical Machine Learning
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Evan Peikon
1
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