Author
Florida International University
Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.
3 papers
Recent·Most cited
Rohan Gorantla, Aryo Pradipta Gema, Ian Xi Yang…·Antonia S. J. S. Mey
This paper introduces BALM, a deep learning framework for predicting protein-ligand binding affinity using pre-trained language models, showing better performance than traditional methods in few-shot scenarios.
Simón D. Sun, Daniel Levenstein, Boxing Li…·Richard W. Tsien
The paper shows that synaptic homeostasis uses both Hebbian and homeostatic mechanisms in a nonmonotonic way to adapt to prolonged inactivity.
Rohan Gorantla, Alžbeta Kubincová, Benjamin S. Suutari…·Antonia S. J. S. Mey
This study benchmarks active learning protocols for predicting ligand binding affinity using machine learning models and evaluates the impact of batch size and noise on performance.