3 papers
cs.LG2026
Deepmechanics
Abhay Shinde, Aryan Amit Barsainyan, Jose Siguenza +3
Physics-informed deep learning models have emerged as powerful tools for learning dynamical systems. These models directly encode physical principles into network architectures. Ho…
q-bio.GN2026
AgriVariant: Variant Effect Prediction using DeepChem-Variant for Precision Breeding in Rice
Ankita Vaishnobi Bisoi, Bharath Ramsundar
Predicting functional consequences of genetic variants in crop genes remains a critical bottleneck for precision breeding programs. We present AgriVariant, an end-to-end pipeline f…
q-bio.QM2025
A Modular Open Source Framework for Genomic Variant Calling
Ankita Vaishnobi Bisoi, Shreyas V, Jose Siguenza +1
Variant calling is a fundamental task in genomic research, essential for detecting genetic variations such as single nucleotide polymorphisms (SNPs) and insertions or deletions (in…