Advances in Molecular Modeling in Chemistry, 2nd Edition

Molecular modeling has revolutionized the ways in which we understand, predict, and manipulate chemical systems, from simple molecules to complex biological macromaterials and functional nanomaterials. By bridging theory and experiment, computational approaches provide unprecedented insights into at...

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Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2026
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_version_ 1869531236205068288
collection Directory of Open Access Books
description Molecular modeling has revolutionized the ways in which we understand, predict, and manipulate chemical systems, from simple molecules to complex biological macromaterials and functional nanomaterials. By bridging theory and experiment, computational approaches provide unprecedented insights into atomic-scale interactions, reaction mechanisms, and material properties, accelerating discovery across chemistry, biochemistry, and materials science. This Reprint of the Special Issue entitled “Advances in Molecular Modeling in Chemistry” aims to showcase cutting-edge developments in computational chemistry and molecular simulation. The Special Issue highlights innovative methodologies, algorithms, and applications in areas such as quantum chemical calculations, molecular dynamics and Monte Carlo simulations, machine learning and artificial intelligence in chemical modeling, etc. The studies published within this Reprint explore areas such as molecular dynamics simulations of oil adsorption behavior, the antifoaming mechanisms of surfactants, density functional theory calculations of catalytic mechanisms, drug discovery, and the evaluation of combustion mechanisms using reactive molecule force fields, among other topics. By bringing together diverse expertise, this Special Issue seeks to foster interdisciplinary dialog and inspire the next generation of computational strategies.
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language eng
publishDate 2026
publishDateRange 2026
publishDateSort 2026
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-1752912026-04-16T20:04:30Z Advances in Molecular Modeling in Chemistry, 2nd Edition Zhang, Heng Yuan, Shiling Deep learning Molecule generation Bidirectional CycleGAN Attention Al nanoparticles ReaxFF Combustion Hydrogen peroxide Propylene oxide Ethylene oxide Antifoam Interfacial molecular behaviors Molecular dynamics simulation Foam properties Low-melting-point explosives Molecular dynamic simulation Interaction Compatibility Mechanical sensitivity Reversible thermochromic dyes Tea polyphenols Polyester Phase change energy storage Smart textile Clozapine Molecular docking simulation Virtual screening Inflammation Neurodegenerative disorder Diabetes Alzheimer’s diseases CO2RR Ionic liquids DFT Interface charge reconstruction C–C coupling Oil adsorption behavior CO2 flooding PH effect Quartz surface Interfacial interactions thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general Molecular modeling has revolutionized the ways in which we understand, predict, and manipulate chemical systems, from simple molecules to complex biological macromaterials and functional nanomaterials. By bridging theory and experiment, computational approaches provide unprecedented insights into atomic-scale interactions, reaction mechanisms, and material properties, accelerating discovery across chemistry, biochemistry, and materials science. This Reprint of the Special Issue entitled “Advances in Molecular Modeling in Chemistry” aims to showcase cutting-edge developments in computational chemistry and molecular simulation. The Special Issue highlights innovative methodologies, algorithms, and applications in areas such as quantum chemical calculations, molecular dynamics and Monte Carlo simulations, machine learning and artificial intelligence in chemical modeling, etc. The studies published within this Reprint explore areas such as molecular dynamics simulations of oil adsorption behavior, the antifoaming mechanisms of surfactants, density functional theory calculations of catalytic mechanisms, drug discovery, and the evaluation of combustion mechanisms using reactive molecule force fields, among other topics. By bringing together diverse expertise, this Special Issue seeks to foster interdisciplinary dialog and inspire the next generation of computational strategies. 2026-04-16T20:04:25Z 2026-04-16T20:04:25Z 2026 book ONIX_20260416T142754_9783725863983_46 9783725863983 9783725863990 https://directory.doabooks.org/handle/20.500.12854/175291 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/ https://mdpi.com/books/pdfview/book/12203 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-6399-0 10.3390/books978-3-7258-6399-0 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725863983 9783725863990 140 CH open access
spellingShingle Deep learning
Molecule generation
Bidirectional
CycleGAN
Attention
Al nanoparticles
ReaxFF
Combustion
Hydrogen peroxide
Propylene oxide
Ethylene oxide
Antifoam
Interfacial molecular behaviors
Molecular dynamics simulation
Foam properties
Low-melting-point explosives
Molecular dynamic simulation
Interaction
Compatibility
Mechanical sensitivity
Reversible thermochromic dyes
Tea polyphenols
Polyester
Phase change energy storage
Smart textile
Clozapine
Molecular docking simulation
Virtual screening
Inflammation
Neurodegenerative disorder
Diabetes
Alzheimer’s diseases
CO2RR
Ionic liquids
DFT
Interface charge reconstruction
C–C coupling
Oil adsorption behavior
CO2 flooding
PH effect
Quartz surface
Interfacial interactions
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
Advances in Molecular Modeling in Chemistry, 2nd Edition
title Advances in Molecular Modeling in Chemistry, 2nd Edition
title_full Advances in Molecular Modeling in Chemistry, 2nd Edition
title_fullStr Advances in Molecular Modeling in Chemistry, 2nd Edition
title_full_unstemmed Advances in Molecular Modeling in Chemistry, 2nd Edition
title_short Advances in Molecular Modeling in Chemistry, 2nd Edition
title_sort advances in molecular modeling in chemistry 2nd edition
topic Deep learning
Molecule generation
Bidirectional
CycleGAN
Attention
Al nanoparticles
ReaxFF
Combustion
Hydrogen peroxide
Propylene oxide
Ethylene oxide
Antifoam
Interfacial molecular behaviors
Molecular dynamics simulation
Foam properties
Low-melting-point explosives
Molecular dynamic simulation
Interaction
Compatibility
Mechanical sensitivity
Reversible thermochromic dyes
Tea polyphenols
Polyester
Phase change energy storage
Smart textile
Clozapine
Molecular docking simulation
Virtual screening
Inflammation
Neurodegenerative disorder
Diabetes
Alzheimer’s diseases
CO2RR
Ionic liquids
DFT
Interface charge reconstruction
C–C coupling
Oil adsorption behavior
CO2 flooding
PH effect
Quartz surface
Interfacial interactions
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
topic_facet Deep learning
Molecule generation
Bidirectional
CycleGAN
Attention
Al nanoparticles
ReaxFF
Combustion
Hydrogen peroxide
Propylene oxide
Ethylene oxide
Antifoam
Interfacial molecular behaviors
Molecular dynamics simulation
Foam properties
Low-melting-point explosives
Molecular dynamic simulation
Interaction
Compatibility
Mechanical sensitivity
Reversible thermochromic dyes
Tea polyphenols
Polyester
Phase change energy storage
Smart textile
Clozapine
Molecular docking simulation
Virtual screening
Inflammation
Neurodegenerative disorder
Diabetes
Alzheimer’s diseases
CO2RR
Ionic liquids
DFT
Interface charge reconstruction
C–C coupling
Oil adsorption behavior
CO2 flooding
PH effect
Quartz surface
Interfacial interactions
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
url ONIX_20260416T142754_9783725863983_46