3 papers
cs.CV2026
Delivering Science as a Service: Sci-Orchestra's Cloud-Native Approach to HPC
Harinarayan Krishnan, Shubhabrata Mukerjee, Jeffrey Donatelli +1
The increasing complexity of modern computational environments often burdens researchers with infrastructure management, authentication protocols, and container deployments. We pre…
cond-mat.mtrl-sci2026
Born-Qualified: An Autonomous Framework for Deploying Advanced Energy and Electronic Materials
Steven R. Spurgeon, Milad Abolhasani, Frederick Baddour +28
Autonomous science is transforming how we discover materials and chemical systems for advanced energy technologies. However, many initially promising systems never reach deployment…
cs.CV2025
Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data
Shubhabrata Mukherjee, Jack Lang, Obeen Kwon +4
Zero-shot and prompt-based models have excelled at visual reasoning tasks by leveraging large-scale natural image corpora, but they often fail on sparse and domain-specific scienti…