Realizing Molecular Machine Learning through Communications for Biological AI: Future Directions and Challenges. - Sasitharan Balasubramaniam; Samitha Somathilaka; Sehee Sun; Adrian Ratwatte; Massimiliano Pierobon (CoRR, 2022)

Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI. - Adrian Ratwatte; Samitha Somathilaka; Sasitharan Balasubramaniam; Assaf A. Gilad (CoRR, 2023)

Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity. - Samitha Somathilaka; Adrian Ratwatte; Sasitharan Balasubramaniam; Mehmet Can Vuran; Witawas Srisa-an; Pietro Liò (CoRR, 2024)

Reconfiguring Gene Regulatory Neural Network Computing for Regulating Biofilm Formation. - Adrian Ratwatte; Samitha Somathilaka; Sasitharan Balasubramaniam; Megan Taggart; Keerthi M. Nair; Alan O'Riordan; James Dooley (IEEE Trans. Netw. Sci. Eng., 2025)