# Columbia University — CS Research — PUBLICMCP Public Library

Computer science research from Columbia University, including NLP, computer vision, systems, and data science.

- Source institution: OpenAlex
- Set id: `openalex-set-columbia`
- Items: 3,000
- Canonical page: https://publicmcp.org/library/columbia

## Query via MCP (no API key)

```
search_library(query="computer science", source="openalex")
# endpoint: https://library.publicmcp.org/mcp — no API key required
```

## Sample items (25 of 3,000)

- [Combining random forest algorithm with geostatistics to achieve high-precision inversion of reservoir permeability](https://doi.org/10.1117/12.3114221)
- [Design for manufacturing in the engineering education 5.0 era: an agile framework for project-based vehicle prototyping](https://doi.org/10.3389/feduc.2026.1797638)
- [A Platform Rating System and Vulnerable Workers: Evidence from Field Experiments in Singapore](https://doi.org/10.1287/orsc.2023.18153)
- [BranchBench: Aligning Database Branching with Agentic Demands](https://arxiv.org/abs/2604.17180)
- [Bio-inspired 3D-printed earthen materials and structures](https://doi.org/10.1038/s41467-026-71885-z)
- [A Real-Time Bike-Pedestrian Safety System with Wide-Angle Perception and Evaluation Testbed for Urban Intersections](https://arxiv.org/abs/2604.17046)
- [Machine learning approaches in multifunctional composites for EV health monitoring](https://doi.org/10.1117/12.3091843)
- [When Life Gives You AI, Will You Turn It Into A Market for Lemons? Understanding How Information Asymmetries About AI System Capabilities Affect Market Outcomes and Adoption](https://doi.org/10.1145/3772318.3791420)
- [SocialCue: Exploring the Design Space of Social Wayfinding Assistants for Blind and Low Vision People](https://doi.org/10.1145/3772363.3799011)
- [AI at your Fingertips: Wearable Ring as a Low-Friction Interface for Agentic AI](https://doi.org/10.1145/3772363.3798736)
- [Robust Geospatial Coordination of Multi-Agent Communications Networks Under Attrition](https://doi.org/10.1109/lra.2026.3682525)
- [Node Distortions as a Means of Defect Engineering in Zr-based MOFs](https://doi.org/10.26434/chemrxiv.15001456/v1)
- [Using Synthetic Control to Assess the Climatological Significance of Cloud Seeding in the Western US with a Structured Data Set of Reported Activities from 2000 – 2025](https://doi.org/10.5194/egusphere-egu26-15743)
- [Significance and Future of Data Infrastructures for the Geochemical Research Community](https://doi.org/10.5194/egusphere-egu26-18653)
- [Research on a CLO Secondary Market Spread Volatility Prediction Model Based on RoBERTa Sentiment Factors](https://doi.org/10.26855/acc.2026.03.005)
- [Observation‐Constrained Physical Snow Water Equivalent Simulations Using a Physics‐Guided Machine Learning Approach](https://doi.org/10.1029/2025wr041406)
- [Building Public Health Data Dashboards: Tutorial Playbook](https://doi.org/10.2196/83157)
- [Learning to Optimally Stop Diffusion Processes, with Financial Applications](https://doi.org/10.1287/mnsc.2024.07614)
- [PIXAL: A Physics-Informed Explainable Machine Learning Architecture for Greenland Ice Albedo Modeling](https://doi.org/10.5194/egusphere-2025-6143)
- [The Value of Flexibility from Opaque Selling](https://doi.org/10.1287/mnsc.2019.02983)
- [JAX‐LaB: A High‐Performance, Differentiable Lattice Boltzmann Library for Modeling Multiphase Fluid Dynamics in Geosciences and Engineering](https://doi.org/10.1029/2025ms005313)
- [Exploring evaluation measures of large language models for family caregiver use: A scoping review](https://doi.org/10.1177/20552076261425343)
- [Large Language Model-Driven Full Lifecycle Architectural Design: A BIM-Based Workflow and Prototype for Apartment Buildings](https://doi.org/10.1061/9780784486436.086)
- [Self-oscillating synchronematic colloids](https://doi.org/10.1038/s41467-026-68552-8)
- [Ensemble Machine Learning Frameworks for Real-Time Anomaly Detection in E-Commerce Transactions](https://doi.org/10.70088/mrcw4170)

## About

Part of the PUBLICMCP Public Library — a free, open MCP server exposing 2.7M+ primary sources to AI agents. Every item is attributed and linked to its originating institution. Hub: https://publicmcp.org/library · Index: https://publicmcp.org/library/index.md · Site guide: https://publicmcp.org/llms.txt