Álex Rodríguez

Materials Science · Physical Sciences

29h-index9.6kcitations218works6.02yr avg
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Research Topics

Crystallization and Solubility Studies(66), X-ray Diffraction in Crystallography(66), Genomics and Phylogenetic Studies(17), Protein Structure and Dynamics(15), Social Sciences and Policies(12)

Publications216 total

DeGAS: Gradient-Based Optimization of Probabilistic Programs without Sampling
ArXiv.org·2026Open Access
DeGAS: Gradient-Based Optimization of Probabilistic Programs without Sampling
arXiv (Cornell University)·2026Open Access
Density-Informed VAE (DiVAE): Reliable Log-Prior Probability via Density Alignment Regularization
arXiv (Cornell University)·2025Open Access
When Can You Trust Your Explanations? A Robustness Analysis on Feature Importances
Communications in computer and information science·2025· 2 citedOpen Access
Leveraging Open-Source Large Language Models to Identify Undiagnosed Patients with Rare Genetic Aortopathies
2025· 1 citedOpen Access
Understanding spin waves in 2D magnets: A combined experimental, computational, and mathematical theory approach
MRS Advances·2025· 1 cited
Opportunities and Challenges in Unsupervised Learning: The Case of Aqueous Electrolyte Solutions
Journal of Chemical Theory and Computation·2025· 1 cited
Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias
2025
An Entropy-initiated Coupled-Trait ODE Framework for Modeling Longitudinal Cohort Dynamics
ArXiv.org·2025Open Access
Unsupervised detection of semantic correlations in big data
Communications Physics·2025· 1 citedOpen Access
Density estimation via binless multidimensional integration
Machine Learning Science and Technology·2025Open Access
Rise of the Nomad Kings—Pastoral Polities in the Horn of Africa ( <scp>a.d.</scp> 650–1000)
Journal of Field Archaeology·2025· 1 citedOpen Access
Cybersecurity Implications of Quantum Computing and Its Combined Use with Artificial Intelligence
UNISCI Journal·2025· 2 citedOpen Access
Design of radionuclide separations based on MD simulations
2024Open Access
Unsupervised detection of semantic correlations in big data
arXiv (Cornell University)·2024Open Access
Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System
2024· 4 cited
Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System
arXiv (Cornell University)·2024Open Access
Datasets to reproduce the results in the paper "Density Estimation via Binless Multidimensional Integration" by Carli, M. and Glielmo, A. and Rodriguez, A. and Laio, A.
arXiv (Cornell University)·2024· 2 citedOpen Access
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
arXiv (Cornell University)·2024· 1 citedOpen Access
Aqueous solution chemistry<i>in silico</i>and the role of data-driven approaches
Chemical Physics Reviews·2024· 4 citedOpen Access
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Frequent Co-authors

Alessandro Laio(14), Ravi Madduri(13), Ian Foster(10), Mark Dickson(6), Jeremy Schmutz(5), R Myers(5), Dinanath Sulakhe(5), Jane Grimwood(4), Eva Bajorek(4), Stacey Black(4), Chenier Caoile(4), Yee Man Chan(4), Mirian Denys(4), Julio Escobar(4), Dave Flowers(4), Dea Fotopulos(4), Eidelyn Gonzales(4), Lauren E. Haydu(4), Frederick Lopez(4), Lucı́a Ramı́rez(4)