Research Articles
From Manual to Machine: A Comprehensive Comparison of Modern Materials Data Extraction Methods for Research and Drug Development
The efficient and accurate extraction of materials data from scientific literature is a critical bottleneck in research and drug development.
Ensuring Reproducibility in High-Throughput Screening: From Foundational Principles to Advanced Validation Strategies
This article provides a comprehensive guide to reproducibility assessment in high-throughput screening (HTS) for researchers, scientists, and drug development professionals.
Benchmarking Materials Characterization Techniques: A Comprehensive Guide for Research and Drug Development
This article provides a comprehensive framework for benchmarking materials characterization techniques, addressing the critical need for standardized evaluation in scientific research and drug development.
Interlaboratory Comparison Studies for Materials Methods: A Guide to Validation, Harmonization, and Quality Assurance
This article provides a comprehensive overview of interlaboratory comparison (ILC) studies, a critical tool for ensuring data quality and methodological reliability in materials science and biomedical research.
Bridging the Digital-Experimental Divide: A Practical Guide to Integrating Computational and Experimental Materials Data
This article provides a comprehensive framework for researchers and scientists navigating the integration of computational and experimental materials data.
Validating Foundation Models for Materials Property Prediction: A Comprehensive Guide for Scientific Research
This article provides a comprehensive framework for validating foundation models in materials property prediction, addressing critical needs for researchers and drug development professionals.
From Chaos to Clarity: A Research-Driven Guide to Materials Data Standardization
This article provides a comprehensive framework for researchers, scientists, and drug development professionals to implement robust materials data standardization.
Strategic Approaches to Mitigate Over-passaging in Cell Culture for Reliable Materials Testing
This article provides researchers, scientists, and drug development professionals with a comprehensive guide to understanding, preventing, and correcting over-passaging in cell culture.
Navigating Biological Variability in Biomaterials Research: Strategies for Predictive and Personalized Medical Solutions
This article addresses the critical challenge of biological variability in biomaterials research, a key factor influencing the success and failure of medical implants and regenerative therapies.
Debiasing the Lab: A Practical Guide to Mitigating Cognitive Bias in Materials Experimentation and Pharmaceutical R&D
This article provides researchers, scientists, and drug development professionals with a comprehensive framework for understanding and addressing cognitive bias in experimental processes.