◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Samitha S. Somathilaka

7 papers hereh-index 472 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.NE3
  • cs.ET2
  • q-bio.MN2

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedInferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms

1 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.NE2023

Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI

Adrian Ratwatte, Samitha Somathilaka, Sasitharan Balasubramaniam +1

The Gene Regulatory Network (GRN) of biological cells governs a number of key functionalities that enables them to adapt and survive through different environmental conditions. Clo…

q-bio.MN2023★ 1 cited

Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms

Samitha Somathilaka, Daniel P. Martins, Xu Li +2

Bacterial cells are sensitive to a range of external signals used to learn the environment. These incoming external signals are then processed using a Gene Regulatory Network (GRN)…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.