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Ideas at the Edge of Battery Science

Perspectives on material genomics, AI-driven battery intelligence, supply chain traceability, and the science shaping the energy transition.

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⭐ Featured
March 2025 · 12 min read
Why Battery Genomics Is the Missing Layer in the Energy Transition

The world is deploying batteries at an unprecedented rate — yet the fundamental question of why a cell performs the way it does remains largely unanswered at scale. Material genomics offers a path to change that.

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Research⚗️
February 2025 · 8 min
Physics-Informed Machine Learning for Lithium-Ion Degradation: Why Pure Data Isn't Enough
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Safety🔥
January 2025 · 6 min
Thermal Runaway Prediction: From Post-Incident Analysis to Weeks-Ahead Warning
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Industry🏭
December 2024 · 10 min
The Hidden Cost of Material Variability at Gigafactory Scale
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Platform🔗
November 2024 · 7 min
Building the Genomic Thread™: How We Solved the Battery Data Lineage Problem
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Research🔬
October 2024 · 9 min
XPS as a Genomic Tool: Reading Surface Chemistry at the CEI and SEI
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Industry⚖️
September 2024 · 5 min
EU Battery Regulation & the Digital Passport: What It Means for Your Supply Chain
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Platform🤖
August 2024 · 8 min
Federated Learning for Battery Fleets: Collective Intelligence Without Data Sharing
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Safety🛡️
July 2024 · 6 min
From ISO 26262 to FMEA: How Genomic Data Strengthens Functional Safety Cases
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Research🧪
June 2024 · 11 min
Silicon-Carbon Anodes: Genomic Challenges of Volume Expansion and SEI Instability
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