Enhancing foundation models for scientific discovery via multimodal knowledge graph representations
- 2025
- Journal of Web Semantics
Mykhaylo Zayats
Title
Research Scientist - Math for AI
Publications
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras
- Mykhaylo Zayats
- Christopher Hansen
- et al.
- 2023
- MICCAI 2023
Information Flow in Graph Neural Networks: A Clinical Triage Use Case
- 2023
- ICDH 2023
Reversing the irreversible–super-resolution of noisy turbulent flow fields
- 2023
- APS March Meeting 2023
Super-resolution of Turbulent Flows in the Absence of the High-Resolution Ground Truth
- Kyongmin Yeo
- Malgorzata Zimon
- et al.
- 2022
- INFORMS 2022
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology
- Jonathan Epperlein
- Mykhaylo Zayats
- et al.
- 2021
- AMIA Annual Symposium 2021
Projects
Learning complex patterns in knowledge graphs.
Enhance scientific discovery with multimmodal knowledge
Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.
Top collaborators
SZ
Sergiy Zhuk
Senior Research Scientist and Manager, Applied Quantum Science
MZ
Malgorzata Zimon
Senior Research Scientist, Senior Inventor
AP
Alessandra Pascale
Senior Research Scientist and manager, Accelerated Discovery, NLP and Inference on Graphs
LK
Levente Klein
Scientist, Geospatial Analytics