Fauzia Haque Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

University of Arkansas at Fayetteville

unknown

2 h-index 4 pubs 36 cited

Research Areas

Molecular Biology Techniques and Applications Nanoparticles: synthesis and applications Computational Drug Discovery Methods Protein Structure and Dynamics SARS-CoV-2 and COVID-19 Research Cardiovascular Function and Risk Factors

Links

ORCID Lab Website

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OverviewAI-generated summary

Fauzia Haque's research focuses on the computational analysis of molecular dynamics and generative models for applications in drug delivery and biological systems. Her work includes investigating the quantum tunneling of the hACE2 receptor to understand its interactions with bioactive compounds, with implications for co-suppressing SARS-CoV-2 influx and cardiac injury. She also explores the mechanisms of lipid nanoparticles in drug delivery systems through molecular dynamics simulations.

Dr. Haque utilizes advanced computational techniques, including diffusion models and time-lagged autoencoders, to generate synthetic trajectories for free energy calculations. These methods aim to enhance the efficiency and accuracy of molecular simulations. Her scholarship includes four publications with 36 citations and an h-index of 2. She collaborates with researchers at the University of Arkansas at Fayetteville, including Mahmoud Moradi and Jiahui Chen.

Metrics

  • h-index: 2
  • Publications: 4
  • Citations: 36

Selected Publications

  • BPS2025 - Free energy calculations using generative models trained based on molecular dynamics trajectories: A diffusion model approach (2025) DOI
  • Molecular dynamics simulation analysis of the effects and mechanisms of lipid nanoparticles in drug delivery systems (2024) DOI
  • Utility of a time-lagged autoencoder for calculating free energy by generating a large number of synthetic trajectories based on molecular dynamics (2024) DOI

Collaborators

Researchers in the database who share publications

Mahmoud Moradi University of Arkansas at Fayetteville 1 shared publication Jiahui Chen University of Arkansas at Fayetteville 1 shared publication

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