Lucas Magee

According to our database, Lucas Magee authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Extracting Graph Structure from Data via Topological Methods with Applications to Neuroscience

Lucas Magee

PhD thesis, 2024

2023

Minimum Monotone Tree Decomposition of Density Functions Defined on Graphs.

Lucas Magee, Yusu Wang

Proceedings of the Combinatorial Optimization and Applications, 2023

2022

Graph skeletonization of high-dimensional point cloud data via topological method.

Lucas Magee, Yusu Wang

J. Comput. Geom., 2022

2021

Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph.

Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang, WaiChing Sun

CoRR, 2021

2020

Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder-decoder deep networks.

Samik Banerjee, Lucas Magee, Dingkang Wang, Xu Li, Bing-Xing Huo, Jaikishan Jayakumar, Katherine Matho, Meng-Kuan Lin, Keerthi Ram, Mohanasankar Sivaprakasam, Z. Josh Huang, Yusu Wang, Partha P. Mitra

Nat. Mach. Intell., 2020

Detection and skeletonization of single neurons and tracer injections using topological methods.

Dingkang Wang, Lucas Magee, Bing-Xing Huo, Samik Banerjee, Xu Li, Jaikishan Jayakumar, Meng-Kuan Lin, Keerthi Ram, Suyi Wang, Yusu Wang, Partha P. Mitra

CoRR, 2020