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Author

Joseph Oche Agada

Observed names: Agada, Joseph, Agada, Joseph Oche, Oche, Agada Joseph
ORCID: 0009-0000-9479-3715
Observed ORCID: 0009-0000-9479-3715
OpenAlex ID: A5122165185
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
2025 · Oche, Agada Joseph, Folashade, Ademola Glory, et al. · arXiv (Cornell University) · 121
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Role of Large Language Models and Retrieval-Augmented Generation for Accelerating Crystalline Material Discovery: A Systematic Review
2025 · Oche, Agada Joseph, Biswas, Arpan · arXiv (Cornell University) · 5
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LLMs, RAG systems, and agents in crystalline materials discovery and characterization: A systematic review
2026 · Joseph Oche Agada, Arpan Biswas · MRS Bulletin · 3
Physically constrained autoencoder-assisted Bayesian optimization for refinement of high-dimensional defect-sensitive single crystalline structure
2026 · Joseph Oche Agada, Andrew McAninch, et al. · APL Machine Learning · 1
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Physically-Constrained Autoencoder-Assisted Bayesian Optimization for Refinement of High-Dimensional Defect-Sensitive Single Crystalline Structure
2025 · Agada, Joseph Oche, McAninch, Andrew, et al. · arXiv (Cornell University) · 1
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CrystalMO-TuRBO: Multi-Objective Trust-Region Bayesian Optimization for High-precision Joint Crystal Structure Refinement
2026 · Agada, Joseph, Wang, Yishu, et al. · arXiv (Cornell University)
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Supplement Number 1
2026 · Agada, Joseph Oche, McAninch, Andrew, et al. · AIP Publishing
Physically-Constrained Autoencoder-Assisted Bayesian Optimization for Refinement of High-Dimensional Defect-Sensitive Single Crystalline Structure
2026 · Tanyu, Yasemin, Koohpayeh, Seyed, et al. · AIP Publishing
Physically Constrained Ensemble Gaussian Process Modelling for Expensive Quantum Systems with Heteroskedastic Noise
2026 · Biswas, Arpan, Paul, Sutirtha, et al. · arXiv (Cornell University)
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Works count: 9
Citation count: 131
H-index: 3
I10-index: 1
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