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Deep neural network potentials for molecular dynamics simulations of complex melt systems
EXPLORING PLANETARY MATERIALS THROUGH COMPUTATIONAL SIMULATIONS AND DATA ANALYTICS I POSTER
mineral and rock physics | 10 december 2024
Bijaya B. Karki, Abin Shakya
We explore the application of deep neural network potentials in molecular dynamics simulations of complex melt systems at varying conditions of pressu...
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A comparative study of nitrogen speciation in metallic, silicate, and bulk earth melts at high pressure using first principles simulations
EXPLORING PLANETARY MATERIALS THROUGH COMPUTATIONAL SIMULATIONS AND DATA ANALYTICS I POSTER
mineral and rock physics | 10 december 2024
Bijaya B. Karki, Abin Shakya, Dipta B. Ghosh, Ekan...
Nitrogen is an important volatile and siderophile element which besides being dominantly present in the atmosphere is expected to exist underneath the...
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Planetary Scale Lattice Boltzmann Models of Metal-Silicate Interactions in Magma Oceans During Planetary Accretion
OF CORES WE CAN: INTERDISCIPLINARY STUDIES OF EARTH AND PLANETARY CORES II POSTER
study of earth's deep interior | 12 december 2023
Leila Honarbakhsh, Gabriele Morra, Peter Mora, Col...
In the late accretionary phase of terrestrial planets, large-sized impactors collide with the forming planet, giving rise to magma oceans that partial...
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Light elements in the planetary cores using the thermoelastic properties of iron alloys
OF CORES WE CAN: INTERDISCIPLINARY STUDIES OF EARTH AND PLANETARY CORES I ORAL
study of earth's deep interior | 12 december 2023
Suraj K. Bajgain, Mainak Mookherjee, Rajdeep Dasgu...
Geophysical evidence indicates the presence of a liquid core in the Earths interior and on other terrestrial planets and moons. Owing to the density d...
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Computer simulation and analysis of bulk earth melt system: Insights into core-mantle differentiation
EXPLORING PLANETARY MATERIALS THROUGH COMPUTATIONAL SIMULATIONS AND DATA ANALYTICS II POSTER
mineral and rock physics | 11 december 2023
Bijaya B. Karki, Abin Shakya, Dipta B. Ghosh, Gabr...
To gain insight into the chemical evolution of the earth during the accretion and subsequent magma ocean stages, we study a bulk earth melt system usi...
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Transport Properties of Liquid Iron-heavy Element Alloys at Earth’s Outer Core Conditions
COMPUTATIONAL SIMULATION AND DATA ANALYTICS IN PLANETARY MATERIALS RESEARCH II POSTER
mineral and rock physics | 13 december 2022
Dipendra Banjara, Bijaya B. Karki
Iron-rich metallic liquid in the Earths outer core is thought to contain many elements. While the incorporation of light elements in liquid iron has b...
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Simulation of bulk Earth compositional melt system: Insight into metal-silicate differentiation during the planetary accretion
COMPUTATIONAL SIMULATION AND DATA ANALYTICS IN PLANETARY MATERIALS RESEARCH II POSTER
mineral and rock physics | 13 december 2022
Bijaya B. Karki, Abin Shakya, Dipta B. Ghosh
To gain insight into the chemical evolution of Earth during the accretion, we have been simulating a mixed metallic liquid-silicate magma ocean system...
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Viscosity and Electrical Conductivity of Silicate Melts Predicted by Deep Learning Potentials
COMPUTATIONAL ADVANCES AND APPLICATIONS IN EARTH AND PLANETARY MATERIALS RESEARCH II POSTER
mineral and rock physics | 16 december 2021
Haiyang Luo, Bijaya B. Karki, Dipta B. Ghosh, Huim...
Silicate melts have served as transport agents in the chemical and thermal evolution of Earth. The experimental data on viscosity and electrical condu...
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