Authored by
Julian Antolin Camarena
Title

Julian Antolin Camarena

Placeholder for titles
Assistant Professor
Content type
College of Arts and Sciences
Mathematics Department

Contact Information

Office
Hibbard Humanities Hall 511
124 Garfield Ave
Eau Claire, WI 54701
Email
ID
Curriculum Vitae Find me on LinkedIn
Education

Education

BS in physics at The University of Texas at El Paso, El Paso, TX

MS in theoretical physics at Auburn University, Auburn, AL

PhD in theoretical and computational physics at The University of New Mexico, Albuquerque, NM

Teaching and Research Interests

Teaching and Research Interests

Teaching:

  • Data science
  • Machine learning
  • AI
  • Lower division math courses
  • Statistics
  • Applied math

Research:

  • AI foundations and applications
  • Mathematical physics
  • Geometric machine learning and AI
Published Research

Published Research

  1. Esther Rodriguez, Monica Welfert, Samuel McDowell, Nathan Stromberg, Julian Antolin Camarena, Lalitha Sankar, "CORAL: Disentangling Latent Representations in Long-Tailed Diffusion," arXiv:2506.15933 [cs.LG]
  2. Miquel Noguer i Alonso, Alberto Bueno Guerrero, Julián Antolín Camarena, Quantitative Portfolio Optimization: Advanced Techniques and Applications, Wiley. January 29, 2025.
  3. Julián Antolín Camarena, Paul Campitelli, Pedro Pessoa, Banu Ozkan, Steven Presse, MamBayes: Probabilistic Long-Horizon Time Series Forecasting by Combining Mamba SSM and Bayesian Neural Networks, DRAFT IN PROGRESS.
  4. Noguer i Alonso, Miquel and Antolín Camarena, Julián, Physics-Informed Neural Networks (PINNs) in Finance, October 10, 2023.
  5. T. Adamson, J. Antolín Camarena, L. Tapia, and B. Jacobson, Optimizing Low Energy Pathways in Receptor-Ligand Binding with Motion Planning, IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2019), DOI:10.1109/BIBM47256.2019.8983169
  6. J. Antolín, Z. Yu, S. Prasad, Optical Estimation of the 3D Shape of a Solar Illuminated, Reflecting Satellite Surface, AMOS Conf. 2016.
  7. B. Mederos, R. A. Mollineda, J. Antolín Camarena, Reconstruction of noisy signals by minimization of non-convex functionals, Nonlinear Analysis Real World Applications, Elsevier, Dec 2016.
  8. J. Antolín Camarena, E. Oks, Application of the Generalized Hamiltonian Dynamics to a Modified Coulomb Potential, International Review of Atomic and Molecular Physics (IRAMP), 2010.
  9. J. Antolín Camarena, Generalized Hamiltonian Dynamics: Application to a Perturbed Coulomb Potential, Lambert Academic Press, Saarbrücken, Germany, May 2010.