What is he best known for?
The fields of study he is best known for:
- Quantum mechanics
- Organic chemistry
- Molecule
His scientific interests lie mostly in Statistical physics, Molecular dynamics, Metadynamics, Computational chemistry and Chemical physics.
His work deals with themes such as Sampling, Thermostat, Limit and Stochastic process, which intersect with Statistical physics.
His Molecular dynamics study incorporates themes from Molecule, Ab initio quantum chemistry methods, Car–Parrinello molecular dynamics, Molecular physics and Ab initio.
In his research on the topic of Metadynamics, Energy is strongly related with Function.
His Computational chemistry research is multidisciplinary, relying on both Benzamidine, Crystallography and Ligand.
His Chemical physics research includes themes of Silicon, Solvation, Physical chemistry, Hydrogen bond and Proton.
His most cited work include:
- Polymorphic transitions in single crystals: A new molecular dynamics method (10065 citations)
- Canonical sampling through velocity rescaling (8017 citations)
- Unified Approach for Molecular Dynamics and Density-Functional Theory (7937 citations)
What are the main themes of his work throughout his whole career to date?
The scientist’s investigation covers issues in Molecular dynamics, Metadynamics, Chemical physics, Statistical physics and Computational chemistry.
His Molecular dynamics study integrates concerns from other disciplines, such as Nucleation, Crystallography, Molecular physics, Ab initio and Molecule.
While the research belongs to areas of Ab initio, he spends his time largely on the problem of Density functional theory, intersecting his research to questions surrounding Electronic structure.
Michele Parrinello has included themes like Chemical reaction, Energy landscape, Metastability, Linear discriminant analysis and Collective variables in his Metadynamics study.
His work focuses on many connections between Chemical physics and other disciplines, such as Hydrogen bond, that overlap with his field of interest in Proton.
Michele Parrinello interconnects Sampling and Energy in the investigation of issues within Statistical physics.
He most often published in these fields:
- Molecular dynamics (49.77%)
- Metadynamics (51.16%)
- Chemical physics (32.87%)
What were the highlights of his more recent work (between 2017-2021)?
- Metadynamics (51.16%)
- Statistical physics (32.52%)
- Molecular dynamics (49.77%)
In recent papers he was focusing on the following fields of study:
Metadynamics, Statistical physics, Molecular dynamics, Chemical physics and Sampling are his primary areas of study.
Michele Parrinello has researched Metadynamics in several fields, including Chemical reaction, Metastability, Biological system, Linear discriminant analysis and Collective variables.
His Statistical physics study combines topics in areas such as Physical system, Energy, Degrees of freedom and Force field.
His Molecular dynamics research integrates issues from Phase diagram, Nucleation, Supersaturation, Ab initio and Crystal.
His studies deal with areas such as Crystallization, Phase, Aqueous solution and Constant as well as Chemical physics.
In his study, Algorithm is inextricably linked to Rare events, which falls within the broad field of Sampling.
Between 2017 and 2021, his most popular works were:
- Collective Variables from Local Fluctuations (69 citations)
- Collective Variables from Local Fluctuations (69 citations)
- Silicon Liquid Structure and Crystal Nucleation from Ab Initio Deep Metadynamics. (62 citations)
In his most recent research, the most cited papers focused on:
- Quantum mechanics
- Organic chemistry
- Electron
His primary scientific interests are in Metadynamics, Statistical physics, Molecular dynamics, Sampling and Nucleation.
His study in Metadynamics is interdisciplinary in nature, drawing from both Ligand, Linear discriminant analysis, Molecular simulation, Focus and Collective variables.
His Statistical physics research incorporates themes from Independent component analysis, Metastability, Physical system, Energy and Recurrence relation.
The various areas that Michele Parrinello examines in his Molecular dynamics study include Crystallization, Methanol, Solvent, Phase diagram and Ab initio.
His studies in Sampling integrate themes in fields like Probability density function, Rare events, Artificial neural network, Statics and Gaussian.
The concepts of his Nucleation study are interwoven with issues in Chemical physics, Perovskite and Iodide.
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