Top Tweets for #interatomic
Data-Efficient Multifidelity Training for High-Fidelity Machine Learning Interatomic Potentials | Journal of the American Chemical Society @SeoulNatlUni #Data #Multifidelity #Trainning #ML #Interatomic #Potentials https://t.co/OqAUW5VyTm
Oxygen Vacancy-Mediated Synthesis of Inter-Atomically Ordered Ultrafine Pt-Alloy Nanoparticles for Enhanced Fuel Cell Performance | Journal of the American Chemical Society #Oxygen #Vacancy #Interatomic #Pt #Alloy #Nanoparticles #Fuel #Cell #Performance https://t.co/iF5ZdS3IAz
Great new work by Chris A Marianetti et al @APAMMSECU @ColumbiaQuantum @PhysicsColumbia @Columbia @INL - 'Benchmarking #machinelearning #interatomic potentials via #phonon anharmonicity' - https://t.co/mdyHVCfP8h #condmat #materials #simulation #neuralnetworks #graphs #DFT #AI
Further evaluation of the shape of atomic Hirshfeld surfaces @ActaCrystC @IUCr https://t.co/Kvw5PdsGzZ @ufmg @biblioquiufmg #USPSC #SPIE #USP @CAPES_Oficial @fapemig @Finep #chemicalbond #interatomic #crystalstructure #shapeindex #curvedness #crystallography #latinamerica
Great new work by Joshua A Vita and Daniel Schwalbe-Koda @Livermore_Lab @IllinoisMatSE - '#Data efficiency and extrapolation trends in #neuralnetwork #interatomic potentials' - https://t.co/cC67BcZVmi #machinelearning #compchem #materials #simulation #AI #quantum #graphs
'Optimal data generation for machine learned #interatomic potentials' by @ChuggyChungus and @apbartok @HetSysCDT @WarwickPhysics @WarwickEngineer hits 1000 downloads! https://t.co/A1gSFNparj #machinelearning #compchem #materials #HPC #simulation #AI #DFT #condmat #bigdata
'Optimal data generation for machine learned #interatomic potentials' by @ChuggyChungus and @apbartok @HetSysCDT @WarwickPhysics @WarwickEngineer hits 500 downloads! https://t.co/A1gSFNparj #machinelearning #compchem #materials #HPC #simulation #AI #DFT #condmat #bigdata
Great new work by @ChuggyChungus and @apbartok @HetSysCDT @WarwickPhysics @WarwickEngineer - 'Optimal data generation for machine learned #interatomic potentials' - https://t.co/A1gSFNparj #machinelearning #compchem #materials #HPC #simulation #AI #DFT #condmat #bigdata
🎉🎉In this review, a brief introduction to the central ideas underlying #machine #learning #interatomic #potentials is given.
Full text for free🔗:
https://t.co/JtobvUBenm.
@victorxfung @rekumar_ @TitouLoos @KevinKaichuang
@Aliluckii478 @SteMartiniani @simonbatzner @vl_deringer
Report on the Psi-k sponsored "ML-IP 2021" workshop (Young and Early-career Researchers' Tutorial on #MachineLearning #Interatomic Potentials)... https://t.co/P4xxw0vvri
👏Review article -- Taking #materials dynamics to new extremes using #machine learning #interatomic potentials from Xi’an Jiaotong University. Read at https://t.co/JtobvUShpm @SteMartiniani @simonbatzner @vl_deringer @rgraucrespo @DallasTrinkle
In the fields of #chemistry and materials, most successful, widely used machine learning schemes introduced over the last decade aim to model #molecular energies or #interatomic potentials. Accordingly, the representations used to map atomic... https://t.co/1dPBFfaJKu
If you are an early-career researcher in the field of atomistic modelling and would like to learn about the theory, practice, and applications, then register for the workshop “#Machinelearning #interatomic potentials: Young researchers’ tutorial”... https://t.co/SZCRPIBHwt
Art with science: Fun with #electrochemistry #cyclicvoltammetry animals. Manta ray, snail and snake are my favourite! Should try doing the same with #interatomic #potentials though I doubt I would get such a diverse zoo.
Join us on August 5-7, 2020 for the virtual Atomistic Simulations for Industrial Needs workshop! Registration is now open. Last day to register is July 30th. https://t.co/Ojoq8dQVAQ #atomistic #interatomic #machinelearning
#Nanoelectronics is use of #nanotechnology in #electronic components. It covers diverse set of #devices & #materials are so small that #interatomic interactions & #quantummechanical properties need to be studied extensively.
#Covalentbond
The #interatomic linkage that results from the sharing of an electron pair between #two atoms. The binding arises from the #electrostatic attraction of their nuclei for the #same electrons.
For More: https://t.co/CvHIlpzcMs
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