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Author

Aditya Vishwakarma

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Conference Jul 2026

A Local Middleware for Privacy-Preserving LLM Inference via Reversible Entity Substitution

Large Language Models (LLMs) such as ChatGPT, Gemini, Claude, etc. have become integral tools for technical writing, software development, and communication. However, these systems, despite privacy assurances, still expose a significant privacy risk. User prompts often contain personally identifiable or proprietary inf...

Aditya Vishwakarma, Wencen Wu · 0 citations
Open access Jul 2026

Foundational Machine‐Learning Interatomic Potential for Simulating Chemically Complex Ni‐Based Superalloys

For decades, atomistic simulation of chemically complex Ni‐based superalloys has remained beyond practical reach. Here, we apply the GRACE foundational machine‐learning interatomic potential to predict chemical ordering and stacking‐fault energetics in the γ$\gamma$ and γ′$\gamma &am...

Aditya Vishwakarma, Sarath Menon, Fritz Körmann et al. · 0 citations

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