Search Results for author: Aditya Malusare

Found 3 papers, 0 papers with code

Improving Molecule Generation and Drug Discovery with a Knowledge-enhanced Generative Model

no code implementations13 Feb 2024 Aditya Malusare, Vaneet Aggarwal

Recent advancements in generative models have established state-of-the-art benchmarks in generating molecules and novel drug candidates.

Drug Discovery Knowledge Graph Embeddings +1

Understanding the Natural Language of DNA using Encoder-Decoder Foundation Models with Byte-level Precision

no code implementations4 Nov 2023 Aditya Malusare, Harish Kothandaraman, Dipesh Tamboli, Nadia A. Lanman, Vaneet Aggarwal

This paper presents the Ensemble Nucleotide Byte-level Encoder-Decoder (ENBED) foundation model, analyzing DNA sequences at byte-level precision with an encoder-decoder Transformer architecture.

Language Modelling Masked Language Modeling

Size Dependence in Flux-Flow Hall Effect using Time-Dependent Ginzburg-Landau Equations

no code implementations4 Feb 2021 Vineet Punyamoorty, Aditya Malusare, Shamashis Sengupta, Sumiran Pujari, Kasturi Saha

We study the Hall effect in square, planar type-II superconductors using numerical simulations of time dependent Ginzburg-Landau (TDGL) equations.

Superconductivity Mesoscale and Nanoscale Physics

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