On September 16, 2022, Aurelio de los Reyes V gave a talk on “Physics-informed neural networks for PDE-constrained optimization and control”, Barry-Straume, Jostein, et al., arXiv preprint arXiv:2205.03377 (2022) at the Journal Club.
Dongju Lim gave a talk on “Hidden Markov models for monitoring circadian rhythmicity in telemetric activity data” at the Journal Club
On September 2, 2022, Dongju Lim gave a talk on “Hidden Markov models for monitoring circadian rhythmicity in telemetric activity data”, Huang et al., 2018, Journal of The Royal Society Interface at the Journal Club.
Seokmin Ha gave a talk on “Inferring Regulatory Networks from Expression Data Using Tree-Based Methods” at the Journal Club
On August 26, 2022, Seokmin Ha gave a talk on “Inferring Regulatory Networks from Expression Data Using Tree-Based Methods” Huynh-Thu et al., PLoS ONE (2010) at the Journal Club.
Hyukpyo Hong gave a talk on “Molecular convolutional neural networks with DNA regulatory circuits” at the Journal Club
On August 12, 2022, Hyukpyo Hong gave a talk on “Molecular convolutional neural networks with DNA regulatory circuits”, Pei, Hao, et al., Nature Machine Intelligence (2022) at the Journal Club.
Hyeontae Jo gave a talk on “Neural Ordinary Differential Equations” at the Journal Club
On August 05, 2022, Hyeontae Jo gave a talk on “Neural Ordinary Differential Equations”, Chen, Ricky TQ, et al., Advances in neural information processing systems 31 (2018) at the Journal Club.
Seokjoo Chae gave a talk on “Learning stable and predictive structures in kinetic systems” at the Journal Club
On July 29, 2022, Seokjoo Chae gave a talk on “Learning stable and predictive structures in kinetic systems”, Niklas Pfister , Stefan Bauer, and Jonas Peters. PNAS, 2019 at the Journal Club.
Yun Min Song gave a talk on “Accuracy and limitations of extrinsic noise models to describe gene expression in growing cells” at the Journal Club
On July 22, 2022, Yun Min Song gave a talk on “Accuracy and limitations of extrinsic noise models to describe gene expression in growing cells”, Jia, Chen, and Ramon Grima, bioRxiv (2022) at the Journal Club.
Bryan Hernandez gave a talk on “Chemical Organisation Theory” at the Journal Club
On July 8, 2022, Bryan Hernandez gave a talk on “Chemical Organisation Theory”, Dittrich, Peter, and Pietro Speroni Di Fenizio, Bulletin of mathematical biology 69.4 (2007): 1199-1231, at the Journal Club.
Aurelio de los Reyes V gave a talk on “AI Pontryagin or how artificial neural networks learn to control dynamical systems” at the Journal Club
On July 5, 2022, Aurelio de los Reyes V gave a talk on “AI Pontryagin or how artificial neural networks learn to control dynamical systems”, Böttcher, L., Antulov-Fantulin, N. & Asikis, T., Nat Commun 13, 333 (2022), at the Journal Club.
Hyun Kim gave a talk on “Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization” at the Journal Club
On June 23, 2022, Hyun Kim gave a talk on “Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization”, Wang, Yingfan, et al., J. Mach. Learn. Res., 2021, at the Journal Club.