Posts by Collection
portfolio
press
publications
Biologically inspired band-edge laser action from semiconductor with dipole-forbidden band-gap transition
Cih-Su Wang, Chi-Shung Liau, Tzu-Ming Sun, Yu-Chia Chen, Tai-Yuan Lin, and Yang-Fang Chen
Scientific Reports, 2015
Ultraviolet and visible random lasers assisted by diatom frustules
Yu-Chia Chen, Cih-Su Wang, Tsung-Yuan Chang, Tai-Yuan Lin, Hsiu-Mei Lin, and Yang-Fang Chen
Optics express, 2015
Patterning and colonizing stem cells with optical trapping
Peifeng Jing, Kosuke Winston, Yu-Chia Chen, Benjamin S Freedman, and Lih Y Lin
Optics in the Life Sciences Congress, 2017
Improved Graph Laplacian via Geometric Self-Consistency
Yu-Chia Chen, Dominique Perrault-Joncas, Marina Meilă, James McQueen
NIPS Workshop on NIPS Highlights (MLTrain), Learn How to code a paper with state of the art frameworks, 2017
On Dynamic Network Models and Application to Causal Impact
Yu-Chia Chen, Avleen Bijral, and Juan Lavista Ferres
KDD Research Track, 2019
Manifold coordinates with physical meaning
Samson J. Koelle, Hanyu Zhang, Marina Meilă and Yu-Chia Chen
Second Workshop on Machine Learning and the Physical Sciences (NeurIPS 2019), 2019
Selecting the independent coordinates of manifolds with large aspect ratios
Yu-Chia Chen and Marina Meilă
NeurIPS, 2019
Helmholtzian Eigenmap: Topological feature discovery & edge flow learning from point cloud data
Yu-Chia Chen, Marina Meilă, and Ioannis G. Kevrekidis
arXiv, 2021
Water-Accelerated Photo-oxidation of CH3NH3PbI3 Perovskite: Mechanism, rate orders, and rate constants
Timothy Siegler, Wiley Dunlap-Shohl, Yuhuan Meng, Wylie Kau, Preetham Sunkari, Chang-En Tsai,Zachary Armstrong, Yu-Chia Chen, David Beck, Marina Meila, and Hugh Hillhouse
arXiv, 2021
Social connectedness and movements among communities of giraffes vary by sex and age class
Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen S.Bijral, Fred B. Bercovitch, and Monica L. Bond
Animal Behaviour, 2021
The decomposition of the higher-order homology embedding constructed from the k-Laplacian
Yu-Chia Chen and Marina Meilă
arXiv (to appear at NeurIPS 2021 Oral), 2021
talks
Talk 1 on Relevant Topic in Your Field
UC San Francisco, Department of Testing, 2012
Tutorial 1 on Relevant Topic in Your Field
UC-Berkeley Institute for Testing Science, 2013
Talk 2 on Relevant Topic in Your Field
London School of Testing, 2014
Conference Proceeding talk 3 on Relevant Topic in Your Field
Testing Institute of America 2014 Annual Conference, 2014
teaching
EE 215 – Fundamentals of Electrical Engineering
University of Washington, 2017
EE 341 – Discrete Time Linear Systems
University of Washington, 2017
EE 331 – Devices And Circuits I
University of Washington, 2017
EE 518 – Digital Signal Processing
University of Washington, 2017