Publications

Peer-reviewed journal articles and conference presentations in biomedical engineering, polymer chemistry, and machine learning applications.

3
Journal Articles
4
Conference Presentations
1
First Author Papers
3
Top Journals
Peer-Reviewed

Journal Articles

First Author 2024

Mapping biomaterial complexity by machine learning

Ahmed, Eman, et al.

Tissue Engineering Part A, 30(19-20), 662-680

This study presents a novel machine learning approach for mapping the complexity of biomaterials, enabling predictive modeling of material properties and biological responses. Our methodology demonstrates significant improvements in understanding structure-function relationships in complex biomaterial systems.

We developed computational frameworks that integrate high-dimensional material characterization data with biological outcome measurements, providing insights that accelerate the design-build-test-learn cycle in biomaterials research.

DOI PDF
Co-Author 2025

Automation-Assisted Photoinduced Atom Transfer Radical Polymerization

Ramirez, Cesar; Ahmed, Eman, et al.

ACS Polymers Au

We present an automated approach to photoinduced atom transfer radical polymerization (photoATRP), enabling high-throughput synthesis and characterization of polymer libraries for biomaterial applications. This methodology significantly accelerates the discovery and optimization of functional polymers by leveraging liquid handling robots and automated analytical platforms.

DOI
Co-Author 2025

SAXS Assistant: Automated SAXS analysis for structural discovery in biologics and polymeric nanoparticles

Ramirez, Cesar; ... Ahmed, Eman, et al.

Biophysical Journal, 124(21), 3772-3786

SAXS Assistant is an automated analysis pipeline for Small-Angle X-ray Scattering (SAXS) data, designed to accelerate structural discovery in biologics and polymeric nanoparticles. The tool integrates machine learning algorithms with traditional SAXS analysis methods to provide rapid, reproducible structural characterization.

DOI
Presentations

Conference Talks & Posters

Conference Talk Oct 2025

High Throughput Approach for Evaluating Polymer-Enzyme Hybrids

Ahmed, Eman

Biomedical Engineering Society (BMES) Annual Meeting • San Diego, California

Oral Presentation
Symposium Talk Dec 2024

High Throughput Approach for Evaluating Polymer-Enzyme Hybrids

Ahmed, Eman

Biomedical Engineering Students Society (BESS) Symposium • Rutgers University

Oral Presentation
Conference Presentation Oct 2018

Tension-Induced Rupture of Lipid Membranes

Ahmed, Eman

Gulf Coast Undergraduate Research Symposium • Rice University, Houston, Texas

Poster Presentation
Symposium Presentation April 2018

Tension-Induced Rupture of Lipid Membranes

Ahmed, Eman

Aresty Undergraduate Research Symposium • Rutgers University

Honourable Mention Award Poster Presentation
Find My Work

Academic Profiles

Access my publications and citation metrics on major academic platforms.

Google Scholar

Citations and h-index

ORCID

Persistent researcher ID

ResearchGate

Full-text access

PubMed

Biomedical literature