Download Artificial Intelligence in Chemistry 2025
Artificial Intelligence in Chemistry by Mohamed Medhat Gaber book download, 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:
- 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.
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Practical Implementation and Case Studies: Gain hands-on experience with practical tips, tool.
- 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.
eBook details
- Author (s): Mohamed Medhat Gaber
- Publication year: 2025
- Publisher: Independently published
- Language: English
- ISBN: 9798310760882, B0DXBQMQXV
- Pages: 153
- Book format: EPUB + Converted PDF
- File size: 1 MB
