Carl Molnar

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Difference Equations

Spatial Distribution

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Hyeonjung (Tari) Jung, Jayant Gupta, Bharat Jayaprakash, Matthew Eagon, Harish Panneer Selvam, Carl Molnar, William F. Northrop, Shashi Shekhar
A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks. CoRR (2023)
Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Alexey A. Leontovich, Raymond Moore
SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data. KDD (2022)
Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey A. Leontovich
MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification. CoRR (2021)
Jayant Gupta, Carl Molnar, Yiqun Xie, Joe Knight, Shashi Shekhar
Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Jayant Gupta, Carl Molnar, Gaoxiang Luo, Joe Knight, Shashi Shekhar
Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results. CoRR (2021)