Research

Recent Research

E. Angelini and H. Qian. "Statistical analysis of random motion and energetic behavior of counting: Gibbs' theory revisited." J. Phys. Chem. B 2023, 127, 11, 2552–2564
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 Care, 74, 154208.
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: https://pubs.acs.org/doi/10.1021/acs.jproteome.2c00380
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.
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. https://doi.org/10.1371/journal.pcbi.1010319
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. 
Tim Leung - Employee Stock Options
Tim Leung. (2021) Employee Stock Options, Exercise Timing, Hedging, and Valuation. World Scientific
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.
Maass, K. (2021). Optimization Formulations and Algorithms for Cancer Therapy. PhD Thesis, University of Washington.
Yang, Y.-J. and Cheng, Y.-C., "Potentials of continuous Markov processes and random perturbations"  J. Phys. A: Math. Theor. 54 195001 (2021)
Share