General info
- You can find my publication list in my CV.
Machine Learning and Physics
- For the Machine Learning review I coauthored, please visit this website for the published (but open-access) acticle and this Github repository for the Python Jupyter notebooks that come with it.
Biophysics and Computational Biology
- Probabilistic graphical models on protein-protein interaction and cell signaling network
- See this publication that focus on optimizing information capacity
- Forthcoming publication: see this video presentation for a preview
- Elucidating protein conevolution using density-based clustering and Botlzmann learning
- Optimal duality in optimization theory and models on ecological dynamics
- See this publication and my introductory blogpost on qudratic programming (QP) and optimal duality
- Traveling waves in ecology
- See this publication
- Thermodynamics of energy expenditure in biology
- See this publication
Condensed Matter Physics
- Ginzburg-Landau theory of solid-liquid interfacial kinetics and phase-field crystal
- See this publication
- Particle-wave duality in the scattering of matter-wave solitons
- See this publication