2025 Open Science Forum
Open Science • Oct 15, 2025 to Oct 17, 2025 • Hangzhou Future Science City Conference Hall
The forum explores reproducibility, open data infrastructure, and transparent scholarly communication practices across modern research organizations.
Core Members
Prof. Amelia Ross
President
Dr. Ethan Cole
Vice President
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Members
Noah Patel
Member
Mia Johnson
Member
Lucas Chen
Member
Ava Martinez
Member
Henry Walker
Member
Ella Kim
Member
Published Papers
Trust-Aware Multi-Agent Coordination for Clinical AI Copilots
Leah Carter, Omar Ibrahim, Nina Park
Jul 2, 2025
Pages 18-31
This paper presents a trust-aware orchestration framework for clinical AI copilots, combining expert routing, uncertainty estimation, and collaborative planning to improve decision consistency in high-stakes settings.
Lightweight Retrieval Pipelines for Cross-Lingual Scientific Search
Kai Zhou, Amelia Ross, Hannah Silva
Jul 2, 2025
Pages 44-52
The study evaluates a retrieval pipeline tailored for multilingual scientific corpora, improving recall and response grounding while keeping latency stable for interactive research workflows.
Benchmarking Human-in-the-Loop Review for Safety-Critical Model Updates
Marta Silva, Ethan Cole, Jun Park
Jul 3, 2025
Pages 77-84
We benchmark review loops for safety-critical model updates and show how calibrated escalation rules can reduce false approvals without blocking release velocity for acceptable changes.