Gautham B. P.

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Materials Science

Context Specific Independence

Bayesian Networks

Top Venues

AAAI Spring Symposium: MLPS

Publications

Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
Material Microstructure Design Using VAE-Regression with Multimodal Prior. CoRR (2024)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
Material Microstructure Design Using VAE-Regression with a Multimodal Prior. PAKDD (6) (2024)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Ankit Agrawal
Machine Learning for Materials Science (MLMS). KDD (2022)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
TextureVAE: Learning Interpretable Representations of Material Microstructures Using Variational Autoencoders. AAAI Spring Symposium: MLPS (2021)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Amol Joshi
Bayesian Networks for Inverse Inference in Manufacturing Bayesian Networks. ICMLA (2017)
Raghavendra Reddy Yeddula, Sushant Vale, Sreedhar Reddy, Chetan P. Malhotra, Gautham B. P., Pramod Zagade
A Knowledge Modeling Framework for Computational Materials Engineering. SEKE (2016)