solid-state-batteries

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E1582271-dotcom / Solid-Electrolyte-Inverse-Design

Generative inverse design of Li–P–S solid-electrolyte candidates: MatterGen → self-consistent MLIP stability screen (S.U.N.) → conductivity ranking. Concept validation.

generative-model materials-informatics computational-materials inverse-design machine-learning-potential solid-electrolyte solid-state-batteries mattergen

Updated Jul 2, 2026
Python

Samuelson777 / The-State-of-Nanotechnology-in-2026

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A 2026 research paper analyzing the convergence of nanotechnology with generative AI, topological quantum computing, and precision bioengineering. Explores market dynamics, solid-state energy, and nanomedicine breakthroughs.

artificial-intelligence graphene quantum-computing materials-science bioengineering nanotechnology nanomedicine solid-state-batteries

Updated Apr 4, 2026
HTML

E1582271-dotcom / Solid-Electrolyte-Screening

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Data-driven screening of Li-ion solid electrolytes on OBELiX: a CatBoost conductivity model + SHAP explanations + a Materials Project screening funnel with an adversarial audit.

machine-learning materials-informatics catboost ionic-conductivity shap computational-materials solid-electrolyte solid-state-batteries

Updated Jul 2, 2026
Python

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