LGML: Logic Guided Machine Learning (Student Abstract). - Joseph Scott; Maysum Panju 001; Vijay Ganesh 001 (AAAI, 2020)

Discovering Symmetry Invariants and Conserved Quantities by Interpreting Siamese Neural Networks. - Sebastian Johann Wetzel; Roger G. Melko; Joseph Scott; Maysum Panju 001; Vijay Ganesh 001 (CoRR, 2020)

LGML: Logic Guided Machine Learning. - Joseph Scott; Maysum Panju 001; Vijay Ganesh 001 (CoRR, 2020)

Logic Guided Genetic Algorithms. - Dhananjay Ashok; Joseph Scott; Sebastian Johann Wetzel; Maysum Panju 001; Vijay Ganesh 001 (CoRR, 2020)

A Neuro-Symbolic Method for Solving Differential and Functional Equations. - Maysum Panju 001; Ali Ghodsi 001 (CoRR, 2020)

Symbolically Solving Partial Differential Equations using Deep Learning. - Maysum Panju 001; Kourosh Parand; Ali Ghodsi 001 (CoRR, 2020)

Logic Guided Genetic Algorithms (Student Abstract). - Dhananjay Ashok; Joseph Scott; Sebastian Johann Wetzel; Maysum Panju 001; Vijay Ganesh 001 (AAAI, 2021)

SymbolicGPT: A Generative Transformer Model for Symbolic Regression. - Mojtaba Valipour; Bowen You; Maysum Panju 001; Ali Ghodsi 001 (CoRR, 2021)

Automated Knowledge Discovery using Neural Networks. - Maysum Panju 001 (2021)