Press & Media

The Reasoning Tax: Token Economics of LLM Reasoning Across Task Types and Deployment Contexts — 2026 TPCTC Conference / Springer (in press)

Cyclic Hypoxia drives Wnt5a-ROR1 stroma-tumor crosstalk promoting breast cancer growth — bioRxiv

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