Delwedd Flaen

Materials Informatics I Methods /

This contributed volume explores the integration of machine learning and cheminformatics within materials science, focusing on predictive modeling techniques. It begins with foundational concepts in materials informatics and cheminformatics, emphasizing quantitative structure-property relationships...

Disgrifiad llawn

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Awdur Corfforaethol:	SpringerLink (Online service)
Awduron Eraill:	Roy, Kunal (Golygydd), Banerjee, Arkaprava (Golygydd)
Fformat:	Electronig eLyfr
Iaith:	Saesneg
Cyhoeddwyd:	Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Rhifyn:	1st ed. 2025.
Cyfres:	Challenges and Advances in Computational Chemistry and Physics, 39
Pynciau:	Chemoinformatics. Materials. Chemistry. Computer simulation. Machine learning. Artificial intelligence. Cheminformatics. Computational Design Of Materials. Machine Learning. Artificial Intelligence.
Mynediad Ar-lein:	https://doi.org/10.1007/978-3-031-78736-2
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg

Materials Informatics II Software Tools and Databases /
Cyhoeddwyd: (2025)

Materials Informatics III Polymers, Solvents and Energetic Materials /
Cyhoeddwyd: (2025)

Activity Cliffs Where QSAR Predictions Fail /
gan: Roy, Kunal, et al.
Cyhoeddwyd: (2025)

Advances in Bioinformatics
Cyhoeddwyd: (2024)

Materials Informatics and Catalysts Informatics An Introduction /
gan: Takahashi, Keisuke, et al.
Cyhoeddwyd: (2024)

Machine Learning Assisted Evolutionary Multi- and Many- Objective Optimization
gan: Saxena, Dhish Kumar, et al.
Cyhoeddwyd: (2024)

Hybrid Models for Coupling Deductive and Inductive Reasoning Third International Workshop, HYDRA 2024, Santiago de Compostela, Spain, October 20, 2024, Revised Selected Papers /
Cyhoeddwyd: (2025)

Neuro Symbolic Reasoning and Learning
gan: Shakarian, Paulo, et al.
Cyhoeddwyd: (2023)

Online Machine Learning A Practical Guide with Examples in Python /
Cyhoeddwyd: (2024)

Machine Learning for Real World Applications
Cyhoeddwyd: (2024)

Machine Learning and Mechanics Based Soft Computing Applications
Cyhoeddwyd: (2023)

Reinforcement Learning Theory and Python Implementation /
gan: Xiao, Zhiqing
Cyhoeddwyd: (2024)

Machine Learning and Deep Learning in Computational Toxicology
Cyhoeddwyd: (2023)

Design, Learning, and Innovation 9th EAI International Conference, DLI 2024, Virtual Event, November 7–8, 2024, Proceedings /
Cyhoeddwyd: (2025)

Graphs in Biomedical Image Analysis 6th International Workshop, GRAIL 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /
Cyhoeddwyd: (2025)

Design, Learning, and Innovation 8th EAI International Conference, DLI 2023, Aalborg, Denmark, November 6–7, 2023, Proceedings /
Cyhoeddwyd: (2024)

Concise Guide to Quantum Machine Learning
gan: Pastorello, Davide
Cyhoeddwyd: (2023)

Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology 5th MICCAI Workshop, GRAIL 2023 and 1st MICCAI Challenge, OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023, Proceedings /
Cyhoeddwyd: (2024)

Evolutionary Multi-Task Optimization Foundations and Methodologies /
gan: Feng, Liang, et al.
Cyhoeddwyd: (2023)

WAIC and WBIC with R Stan 100 Exercises for Building Logic /
gan: Suzuki, Joe
Cyhoeddwyd: (2023)

Machine Learning and Artificial Intelligence
gan: Joshi, Ameet V.
Cyhoeddwyd: (2023)

Proceedings of the International Conference on Cognitive and Intelligent Computing ICCIC 2021, Volume 2 /
Cyhoeddwyd: (2023)

Handbook of Evolutionary Machine Learning
Cyhoeddwyd: (2024)

Advanced Computational Intelligence and Intelligent Informatics 8th International Workshop, IWACIII 2023, Beijing, China, November 3–5, 2023, Proceedings, Part I /
Cyhoeddwyd: (2024)

Data Science : Concepts and Practice /
gan: Vijay, Kotu
Cyhoeddwyd: (2019)

Data Science Concepts and Practice
gan: Vijay, Kotu
Cyhoeddwyd: (2019)

Causal Inference 6th Pacific Causal Inference Conference, PCIC 2024, Shanghai, China, July 5–6, 2024, Revised Selected Papers /
Cyhoeddwyd: (2025)

Representation in Machine Learning
gan: Murty, M. N., et al.
Cyhoeddwyd: (2023)

Thinking Data Science A Data Science Practitioner’s Guide /
gan: Sarang, Poornachandra
Cyhoeddwyd: (2023)

Deep Learning Foundations and Concepts /
gan: Bishop, Christopher M., et al.
Cyhoeddwyd: (2024)

AGC 2023 First Analytics Global Conference, AGC 2023, Kolkata, India, April 28–29, 2023, Proceedings /
Cyhoeddwyd: (2024)

Advanced Computational Intelligence and Intelligent Informatics 8th International Workshop, IWACIII 2023, Beijing, China, November 3–5, 2023, Proceedings, Part II /
Cyhoeddwyd: (2024)

Embedded Artificial Intelligence Principles, Platforms and Practices /
gan: Li, Bin
Cyhoeddwyd: (2024)

Metaheuristics for Machine Learning New Advances and Tools /
Cyhoeddwyd: (2023)

Mean Field Guided Machine Learning
gan: Kang, Yuhan, et al.
Cyhoeddwyd: (2025)

Optimising the Software Development Process with Artificial Intelligence
Cyhoeddwyd: (2023)

Fundamentals of Reinforcement Learning
gan: Ris-Ala, Rafael
Cyhoeddwyd: (2023)

Paradigms of Smart and Intelligent Communication, 5G and Beyond
Cyhoeddwyd: (2023)

Sports Analytics Data-Driven Sports and Decision Intelligence /
Cyhoeddwyd: (2024)

Internet of Things and Artificial Intelligence for Smart Environments
Cyhoeddwyd: (2024)