Author/Title Research Type Related Fields
Le, V., Nagpal, C., & Dubrawski, A. (2023). Identification of patients with stable coronary artery disease who benefit from ACE inhibitors using Cox mixture model for heterogeneous treatment effects. Journal of Critical Care74, 154208. Publications, Articles
Bradley C. Naylor, Christian N. K. Anderson, Marcus Hadfield, David H. Parkinson, Austin Ahlstrom, Austin Hannemann, Chad R. Quilling, Kyle J. Cutler, Russell L. Denton, Robert Adamson, Thomas E. Angel, Rebecca S. Burlett, Paul S. Hafen, John. C. Dallon, Mark K. Transtrum, Robert D. Hyldahl, and John C. Price.  "Utilizing Nonequilibrium Isotope Enrichments to Dramatically Increase Turnover Measurement Ranges in Single Biopsy Samples from Humans" (Sep 2022).  Journal of Proteome Research 2022 21 (11), 2703-2714.  DOI: 10.1021/acs.jproteome.2c00380.  Link: Publications, Articles
Liu, Y.H., Smith, S., Mihalas S., Shea-Brown E., Sumbul U., “Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators”, Advances in Neural Information Processing Systems, 2022. Publications, Articles
Angelini E, Wang Y, Zhou JX, Qian H, Huang S (2022) A model for the intrinsic limit of cancer therapy: Duality of treatment-induced cell death and treatment-induced stemness. PLoS Comput Biol 18(7): e1010319. Publications
Liu, Y.H., Ghosh A., Richards B. A., Shea-Brown E., Lajoie G., “Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules”, Advances in Neural Information Processing Systems, 2022.  Publications, Articles
Tim Leung. (2021) Employee Stock Options, Exercise Timing, Hedging, and Valuation. World Scientific Publications, Books
Maass, K., Aravkin, A., & Kim, M. (2021). A feasibility study of a hyperparameter tuning approach to automated inverse planning in radiotherapy. arXiv preprint arXiv: arXiv:2105.07024. Publications, Articles
Yang, Y.-J. and Cheng, Y.-C., "Potentials of continuous Markov processes and random perturbations"  J. Phys. A: Math. Theor. 54 195001 (2021) Publications, Articles
Yang, Y.-J., & Qian, H. Bivectorial Nonequilibrium Thermodynamics: Cycle Affinity, Vorticity Potential, and Onsager’s Principle. J Stat. Phys. 182, 46 (2021).   Publications, Articles
Liu, Y.H., Smith, S.J., Mihalas S., Shea-Brown E., Sumbul U., “Cell-type–specific neuromodulation guides synaptic credit assignment in a spiking neural network”, Proceedings of the National Academy of Sciences, 2021. Publications, Articles
Liu, Y.H., Smith, S.J., Mihalas S., Shea-Brown E., Sumbul U., “A solution to temporal credit assignment using cell-type-specific modulatory signals”, bioRxiv, 2020. Publications, Articles
Yang, Y.-J. & Qian, H. Unified formalism for entropy production and fluctuation relations. Phys. Rev. E 101 , 022129 (2020) Publications, Articles
 Maass, K., Kim, M., & Aravkin, A. (2020). A nonconvex optimization approach to IMRT planning with dose-volume constraints. arXiv preprint arXiv:1907.10712.  Publications, Articles
Ahlstrom, Austin, "Computational Regiospecific Analysis of Brain Lipidomic Profiles" (2019). Undergraduate Honors Theses. 70. Publications, Articles
Maass, K., & Kim, M. (2019). A Markov decision process approach to optimizing cancer therapy using multiple modalities. Mathematical Medicine and Biology: A Journal of the IMA. doi:10.1093/imammb/dqz004. Publications, Articles
Chen, X. and K. K. Tung: "Global surface warming enhanced by weak Atlantic overturning circulation", Nature, 559, 387-391, July 2018. Publications, Articles
Liu, Hexuan, Jimin Kim, and Eli Shlizerman. "Functional connectomics from neural dynamics: probabilistic graphical models for neuronal network of Caenorhabditis elegans." Philosophical Transactions of the Royal Society B: Biological Sciences 373.1758 (2018): 20170377. Publications, Articles
D. Rim, S. Moe, and R. J. LeVeque, Transport Reversal for Model Reduction of Hyperbolic Partial Differential Equations, SIAM/ASA Journal on Uncertainty Quantification 6(2018), pp. 118-150. doi:10.1137/17M1113679 Publications, Articles
Hong Qian. (2017) Mathematical Kinetic Models: Applications in Biophysics and Biochemistry. Peking University Press.  Publications, Books
Barker, Blake, Rose Nguyen, Bjorn Sandstede, Nathaniel Ventura, and Colin Wahl. "Computing Evans functions numerically via boundary-value problems." Physica D: Nonlinear Phenomena. Accepted Dec 2017. Publications, Articles
J. Nathan Kutz, Steven L. Brunton, Bingni W. Brunton, and Joshua Proctor (2016). Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems. SIAM. Publications, Books
Tim Leung and Marco Santoli (2016). Leveraged Exchange-Traded Funds: Price Dynamics and Options Valuation, Springer Briefs in Quantitative Finance, Springer, New York. Publications, Books
Tim Leung and Xin Li.  (2016). Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications. (1st ed.) Singapore, World Scientific Publishing Company. Publications, Books
Tim Leung and Xin Li (2015). Optimal mean reversion trading with transaction costs and stop-loss exit, International Journal of Theoretical and Applied Finance 18 (03), 1550020 Publications, Articles
Liu, Benjamin R., and Elizabeth M. Cherry. "Image-based structural modeling of the cardiac Purkinje network." BioMed research international 2015 (2015). Publications, Articles, Graduate, Graduate Publications