Free Download Artificial Intelligence in Chemistry
English | February 13, 2025 | ASIN: B0DX6WRKNT | 178 pages | Epub | 830.99 KB
Unlock the transformative power of Artificial Intelligence in Chemistry with this comprehensive guide. Dive into the cutting-edge intersection of chemistry and AI, and discover how these advanced technologies are revolutionizing research, development, and applications in the chemical sciences. This book provides an in-depth exploration of:
Foundations of Machine Learning and Deep Learning: Understand the basics of algorithms, neural networks, and deep learning architectures tailored for chemical data analysis.
Data Management in Chemical Research: Learn how to handle big data, preprocess experimental results, and utilize public databases effectively for AI applications.
Computational Chemistry and AI Integration: Explore how AI accelerates quantum chemistry calculations, predicts molecular properties, and enhances molecular dynamics simulations.
AI in Drug Discovery and Pharmaceuticals: Discover how machine learning models are reshaping drug discovery pipelines, from virtual screening to personalized medicine.
Materials Science and Nanotechnology with AI: Uncover how AI contributes to the discovery of new materials, predicts material properties, and optimizes nanomaterials design.
Chemoinformatics and Machine Learning Applications: Delve into molecular descriptors, fingerprints, QSAR modeling, and reaction prediction using AI.
AI in Spectroscopy and Analytical Chemistry: Enhance spectroscopic techniques with AI for data processing, peak detection, and automated interpretation.
Challenges, Ethics, and Future Directions: Address the limitations, ethical considerations, and future trends in AI-driven chemical research.
Practical Implementation and Case Studies: Gain hands-on experience with practical tips, tool recommendations, and real-world examples of successful AI applications in chemistry.
Whether you're a chemist seeking to incorporate AI methods into your research, a data scientist interested in chemical applications, or a student aiming to delve into this interdisciplinary field, this book serves as an essential resource. Embrace the future of chemistry by harnessing AI-driven approaches to accelerate discoveries, optimize processes, and innovate solutions to complex chemical challenges.
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