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researcher

G. Panapitiya

7 papers hereh-index 8340 citations31 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cond-mat.mtrl-sci2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedPredicting Aqueous Solubility of Organic Molecules Using Deep Learning Models with Varied Molecular Representations

83 citations · 86 across the 7 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

Position: AI Agents in Scientific Teams Should Be Studied as Human-Agent Systems

Patrick Emami, Sameera Horawalavithana, Truc Nguyen +11

Large language model-based agents are increasingly deployed as collaborators in scientific discovery yet most current work focuses on the autonomous capabilities of "AI Scientists"…

cs.AI2026

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

Nithin Somasekharan, Youssef Hassan, Shiyao Lin +5

Large Language Models (LLMs) are increasingly deployed as scientific AI as- sistants, and a growing body of benchmarks evaluates their capabilities across knowledge retrieval, reas…

cs.AI2025★ 2 cited

AutoLabs: Cognitive Multi-Agent Systems with Self-Correction for Autonomous Chemical Experimentation

Gihan Panapitiya, Emily Saldanha, Heather Job +1

The automation of chemical research through self-driving laboratories (SDLs) promises to accelerate scientific discovery, yet the reliability and granular performance of the underl…

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