Media Summary: Lennard-Jones Centre discussion group seminar by Arthur Lin from the University of Wisconsin-Madison in the USA. Rose K. Cersonsky, Arthur Lin, Kevin K. Hugeunin-Dumittan, YongCheol Cho, Jigyasa Nigam Department of Chemical and ... Recorded 23 January 2023. Cecilia Clementi of Freie Universität Berlin, Physics, presents "

Anisotropic Machine Learning Representations For Coarse Graining - Detailed Analysis & Overview

Lennard-Jones Centre discussion group seminar by Arthur Lin from the University of Wisconsin-Madison in the USA. Rose K. Cersonsky, Arthur Lin, Kevin K. Hugeunin-Dumittan, YongCheol Cho, Jigyasa Nigam Department of Chemical and ... Recorded 23 January 2023. Cecilia Clementi of Freie Universität Berlin, Physics, presents " This video provides an intro to molecular dynamics (MD) simulations, then goes into detail about the evolution of interatomic ... Multiscale simulations which combine atomistic and Visualization of a representative trajectory where Chignolin reaches the native state, generated using a

Quantification of orientation-dependent properties of polycrystalline SiC through nanoindentation, Vickers hardness, fracture ... Here, I define sparsity mathematically. Follow on Twitter These lectures follow Chapter 3 from: "Data-Driven Science ... Folding of WALP23 peptide using computer simulations with the Valence Portal is the home of the AI for drug discovery community. Join here for more details on this talk and to connect with the ... Try datamol.io - the open source toolkit that simplifies molecular processing and featurization workflows for Preview of the talk given in the 2021 AIChE meeting. For more information, please see Fayaz‐Torshizi, M. & Müller, E. A. ...

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Anisotropic machine learning representations for coarse-graining
AniSOAP: An Expansion of Density Correlation ML Rep. for Anisotropic Coarse Grained Particles
Cecelia Clementi - Coarse-graining classical and quantum systems - IPAM at UCLA
Machine Learning Meets Molecular Dynamics: A Crash Course in MLIPs for Solids
Renormalization: Coarse graining the lattice
Rafael Gómez-Bombarelli: "Coarse graining autoencoders and evolutionary learning of atomistic..."
Anisotropic models
Coarse grained simulation
Utilizing Machine Learning for Scale Bridging: From Atomistic to the Coarse Grained Level and Back
Coarse-grained molecular dynamics of Chignolin
Anisotropic Mechanical Characterization of SiC
Coarse Grain models and Multiscaling
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Anisotropic machine learning representations for coarse-graining

Anisotropic machine learning representations for coarse-graining

Lennard-Jones Centre discussion group seminar by Arthur Lin from the University of Wisconsin-Madison in the USA.

AniSOAP: An Expansion of Density Correlation ML Rep. for Anisotropic Coarse Grained Particles

AniSOAP: An Expansion of Density Correlation ML Rep. for Anisotropic Coarse Grained Particles

Rose K. Cersonsky, Arthur Lin, Kevin K. Hugeunin-Dumittan, YongCheol Cho, Jigyasa Nigam Department of Chemical and ...

Cecelia Clementi - Coarse-graining classical and quantum systems - IPAM at UCLA

Cecelia Clementi - Coarse-graining classical and quantum systems - IPAM at UCLA

Recorded 23 January 2023. Cecilia Clementi of Freie Universität Berlin, Physics, presents "

Machine Learning Meets Molecular Dynamics: A Crash Course in MLIPs for Solids

Machine Learning Meets Molecular Dynamics: A Crash Course in MLIPs for Solids

This video provides an intro to molecular dynamics (MD) simulations, then goes into detail about the evolution of interatomic ...

Renormalization: Coarse graining the lattice

Renormalization: Coarse graining the lattice

These are videos form the online

Rafael Gómez-Bombarelli: "Coarse graining autoencoders and evolutionary learning of atomistic..."

Rafael Gómez-Bombarelli: "Coarse graining autoencoders and evolutionary learning of atomistic..."

Machine Learning

Anisotropic models

Anisotropic models

We describe how

Coarse grained simulation

Coarse grained simulation

Original particles (left) and

Utilizing Machine Learning for Scale Bridging: From Atomistic to the Coarse Grained Level and Back

Utilizing Machine Learning for Scale Bridging: From Atomistic to the Coarse Grained Level and Back

Multiscale simulations which combine atomistic and

Coarse-grained molecular dynamics of Chignolin

Coarse-grained molecular dynamics of Chignolin

Visualization of a representative trajectory where Chignolin reaches the native state, generated using a

Anisotropic Mechanical Characterization of SiC

Anisotropic Mechanical Characterization of SiC

Quantification of orientation-dependent properties of polycrystalline SiC through nanoindentation, Vickers hardness, fracture ...

Coarse Grain models and Multiscaling

Coarse Grain models and Multiscaling

An introduction of

Coarse-Grained Modeling of Proteins

Coarse-Grained Modeling of Proteins

Coarse-Grained Modeling of Proteins

What is Sparsity?

What is Sparsity?

Here, I define sparsity mathematically. Follow @eigensteve on Twitter These lectures follow Chapter 3 from: "Data-Driven Science ...

Folding of WALP peptide from coarse-grained simulations

Folding of WALP peptide from coarse-grained simulations

Folding of WALP23 peptide using computer simulations with the

Machine Learning for Multi-Scale Molecular Simulation and Design | Xiang Fu

Machine Learning for Multi-Scale Molecular Simulation and Design | Xiang Fu

Valence Portal is the home of the AI for drug discovery community. Join here for more details on this talk and to connect with the ...

Coarse-grained simulation of Hyaluronic Acid

Coarse-grained simulation of Hyaluronic Acid

Coarse

Chemically Transferable Generative Backmapping of Coarse-Grained Proteins | Soojung Yang

Chemically Transferable Generative Backmapping of Coarse-Grained Proteins | Soojung Yang

Try datamol.io - the open source toolkit that simplifies molecular processing and featurization workflows for

MS&T21: Enabling Accurate Coarse-grained Atomistic Simulation of Defect Behavior in Random Alloys

MS&T21: Enabling Accurate Coarse-grained Atomistic Simulation of Defect Behavior in Random Alloys

Enabling Accurate

Combined Equation of State Modelling and Coarse-Grained Molecular Simulation of Polymer Mixtures

Combined Equation of State Modelling and Coarse-Grained Molecular Simulation of Polymer Mixtures

Preview of the talk given in the 2021 AIChE meeting. For more information, please see Fayaz‐Torshizi, M. & Müller, E. A. ...