Research Articles
IEDDA vs. SPAAC Click Chemistry: A Comparative Analysis of Reaction Rates in Physiological Environments for Drug Development
This article provides a comprehensive comparative analysis of the reaction kinetics for IEDDA (Inverse Electron-Demand Diels-Alder) and SPAAC (Strain-Promoted Azide-Alkyne Cycloaddition) bioorthogonal click chemistry reactions under physiological conditions.
Mastering PES Prediction with DeePEST-OS: A Complete Tutorial for Drug Discovery Researchers
This comprehensive tutorial provides researchers, scientists, and drug development professionals with a complete guide to leveraging the DeePEST-OS (Potential Energy Surface) prediction framework.
Revolutionizing Drug Discovery: A Deep Dive into DeePEST-OS Performance on Zatosetron Retrosynthesis
This article presents a comprehensive performance analysis of the DeePEST-OS (Deep-learning-based Planning for Efficient Synthesis of Targets - Optimization System) for the retrosynthetic planning of Zatosetron, a potent 5-HT3 antagonist.
DeePEST-OS: A Deep Learning Breakthrough for Accurate Transition State Search in Computational Chemistry
This article details DeePEST-OS, a novel deep learning-enhanced path integral string method designed to overcome critical failures in transition state search, a fundamental challenge in computational chemistry and drug discovery.
DeePEST-OS: Revolutionizing Drug Discovery Through AI-Driven Organic Synthesis Transition State Search
This article provides a comprehensive overview of DeePEST-OS, an advanced computational framework for organic synthesis transition state search.
Integrating DeePEST-OS into Quantum Chemistry Workflows: A Complete Guide for Computational Chemists
This article provides a comprehensive guide for researchers and drug development professionals on integrating the DeePEST-OS (Deep learning Potential Energy Surface with Orbital-free DFT and Solvent) framework into established quantum...
Mastering DeePEST-OS: A Comprehensive Guide to Input Preparation and Data Requirements for Drug Development
This article provides a definitive guide for researchers, scientists, and drug development professionals on preparing inputs and meeting data requirements for DeePEST-OS (Deep Learning-based Platform for Evaluating and Simulating Therapeutics...
Revolutionizing Pesticide Discovery: A Comprehensive Guide to the DeePEST-OS Hybrid Data Strategy
This article provides a detailed guide for researchers and drug development professionals on implementing the DeePEST-OS hybrid data preparation strategy for accelerated pesticide discovery.
DeePEST-OS: Unlocking Complex Biological Networks for Next-Gen Drug Discovery and Systems Biology
This article provides a comprehensive guide to DeePEST-OS (Deep Parameter Estimation from Stochastic Time Series - Open Source), a powerful computational framework designed for researchers and drug development professionals.
Beyond Generalist AI: A Guide to Fine-Tuning DeePEST-OS for Predictive Chemistry in Drug Discovery
This article provides a comprehensive guide for computational chemists and pharmaceutical researchers on fine-tuning the DeePEST-OS foundation model for specific reaction classes.