‪PhD Candidate, Simon Fraser University‬ - ‪‪Cited by 17‬‬ - ‪Statistics‬

We take advantage of neural networks, proposing novel models to tackle the scarce exploration of nonlinear regression analysis with scalar predictors and a functional response. In addition, a neural network-based approach is developed to address nonlinear representation learning and direct curve smoothing of discrete functional data concurrently.

Sidi Wu's 5 research works with 16 citations and 321 reads, including: Solving parametric elliptic interface problems via interfaced operator network

2024年1月17日 · Our experiments demonstrate that the proposed method outperforms functional principal component analysis in terms of prediction and classification, and maintains superior …

2023年8月28日 · View a PDF of the paper titled Solving parametric elliptic interface problems via interfaced operator network, by Sidi Wu and 3 other authors

Sidi Wu is a Ph.D student that I co-supervised with professor Jiguo Cao at Simon Fraser University. She graduated in 2024. Our work together lead to two publications Neural …

ORCID record for Sidi Wu. ORCID provides an identifier for individuals to use with their name as they engage in research, scholarship, and innovation activities.

Homepage chevron_right Professorship chevron_right … People chevron_right People A-Z chevron_right Person Detail

‪ETH Zürich‬ - ‪‪Cited by 73‬‬ - ‪Spatial Computing‬ - ‪GeoAI‬ - ‪Deep Learning‬ - ‪Computer Vision‬ - ‪Remote Sensing‬

Sidi Wu State Key Laboratory of Scientific and Engineering Computing, National Center for Mathematics and Interdisciplinary Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China