Press & Media
Island Conservation harnesses machine learning solutions from Lenovo and NVIDIA to restore island ecosystems
Podcasts
Peer-Review Publications
Adaptive Prompt Evolution for Continual Learning in Diabetic Retinopathy Detection – Springer Nature
Benchmarking Considerations for Agentic AI Systems – Springer Nature
PantheonOS: An Evolvable Multi-Agent Framework for Automatic Genomics Discovery – In Submission
Benchmarking Distilled Language Models: Performance and Efficiency in Resource-Constrained Settings – 2025 TPCTC Conference / Springer
Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring – Association of Computing Machinery (ACM)
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings – International Conference on Pattern Recognition
Spatiotemporal Modeling of Molecular Holograms – Cell
Evaluation Considerations of Synthetic Natural Language Datasets for Question Answering Applications – Springer
Benchmarking Large Language Models: Opportunities and Challenges – Springer
Benchmarking Generative AI Performance Requires a Holistic Approach – Springer
Benchmarking Considerations for Trustworthy and Responsible AI – Performance Evaluation and Benchmarking, Springer
More the Merrier: Comparative Evaluation of TPCx-AI and MLPerf Benchmarks for AI – Performance Evaluation and Benchmarking, Springer
Scanflow: A Multi-graph Framework for Machine Learning Workflow Management, Supervision, and Debugging – Expert Systems with Applications
Responsible AI Will Give You a Competitive Advantage – VentureBeat
Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results – Performance Evaluation and Benchmarking. TPCTC
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters – Proceedings of the 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid ’22)
Scanflow: An End-to-end Agent-based Autonomic ML Workflow Manager for Clusters – Middleware ’21: Proceedings of the 22nd International Middleware Conference
Benchmarking AI Inference: Where We Are in 2020 – TPCTC 2020: Performance Evaluation and Benchmarking
Dynamic Secretome of Bone Marrow Derived Stromal Cells Reveals a Cardio-protective Biochemical Cocktail – Proceedings of the National Academy of Sciences
3D Analysis of Multi-cellular Responses to Chemoattractant Gradients – Journal of Visualized Experiments
Performance Implications of Big Data in Scalable Deep Learning: On the Importance of Bandwidth and Caching – 2018 IEEE International Conference on Big Data
Cell-cell Communication Enhances the Capacity of Cell Ensembles to Sense Shallow Gradients During Morphogenesis – Proceedings of the National Academy of Sciences
Control of the Interface Between Heterotypic Cell Populations Reveals the Mechanism of Intercellular Transfer of Signaling Proteins – Integrative Biology
Understanding Cell-Cell Signaling in Developing Systems with Lab-on-a-chip Technologies – Johns Hopkins University Press
“Using Lab-on-a-chip Technologies for Stem Cell Biology” (Chapter in: Stem Cells & Regenerative Medicine) – Humana Press
Lab-on-a-chip Devices as an Emerging Platform for Stem Cell Biology – Lab on a Chip
Assessing and Improving the Accuracy of Detecting Protein Adaptation with the TreeSAAP Analytical Software – International Journal of Bioinformatics Research and Applications
Computational Model and Microfluidic Platform for the Investigation of Paracrine and Autocrine Signaling in Mouse Embryonic Stem Cells – Molecular BioSystems
SimSeq: A Simulator that Utilizes Phylogenetic Topology while Preserving the Dynamic Flow of DNA Variation – Brigham Young University Press